diff --git a/1b-sentence-embeddings.md b/1b-sentence-embeddings.md
index 606f215e75..366eb1d388 100644
--- a/1b-sentence-embeddings.md
+++ b/1b-sentence-embeddings.md
@@ -1,5 +1,6 @@
---
-title: "Train a Sentence Embedding Model with 1B Training Pairs"
+title: Train a Sentence Embedding Model with 1B Training Pairs
+thumbnail: /blog/assets/32_1b_sentence_embeddings/model.png
authors:
- user: asi
guest: true
diff --git a/_blog.yml b/_blog.yml
index 8b1a1c117d..b38d344fe4 100644
--- a/_blog.yml
+++ b/_blog.yml
@@ -1,54 +1,36 @@
# "thumbnail" attribute can be GIFs while in the blogpost itself it's better if it's a simple bitmap (because it will be used as a social thumbnail)
# make sure to optimize your "thumbnail" img with tinypng.com
- local: how-to-train
- title: How to train a new language model from scratch using Transformers and Tokenizers
- thumbnail: /blog/assets/01_how-to-train/how-to-train_blogpost.png
- author: julien-c
date: February 14, 2020
tags:
- guide
- nlp
- local: how-to-generate
- title: "How to generate text: using different decoding methods for language generation with Transformers"
- author: patrickvonplaten
- thumbnail: /blog/assets/02_how-to-generate/thumbnail.png
date: March, 2020
tags:
- guide
- nlp
- local: reformer
- title: "The Reformer - Pushing the limits of language modeling"
- author: patrickvonplaten
- thumbnail: /blog/assets/03_reformer/thumbnail.png
date: July 3, 2020
tags:
- research
- nlp
- local: pytorch_block_sparse
- title: Block Sparse Matrices for Smaller and Faster Language Models
- author: madlag
- thumbnail: /blog/assets/04_pytorch_block_sparse/thumbnail.png
date: Sep 10, 2020
tags:
- research
- nlp
- local: encoder-decoder
- title: "Transformer-based Encoder-Decoder Models"
- author: patrickvonplaten
- thumbnail: /blog/assets/05_encoder_decoder/thumbnail.png
date: October 10, 2020
tags:
- research
- nlp
- local: ray-tune
- title: "Hyperparameter Search with Transformers and Ray Tune"
- thumbnail: /blog/assets/06_ray_tune/ray-hf.jpg
- author: ray-project
guest: true
date: November 2, 2020
tags:
@@ -56,62 +38,41 @@
- nlp
- local: porting-fsmt
- title: "Porting fairseq wmt19 translation system to transformers"
- thumbnail: /blog/assets/07_porting_fsmt/thumbnail.png
- author: stas
date: November 3, 2020
tags:
- open-source-collab
- nlp
- local: warm-starting-encoder-decoder
- title: "Leveraging Pre-trained Language Model Checkpoints for Encoder-Decoder Models"
- author: patrickvonplaten
- thumbnail: /blog/assets/08_warm_starting_encoder_decoder/thumbnail.png
date: November 09, 2020
tags:
- guide
- nlp
- local: accelerated-inference
- title: How we sped up transformer inference 100x for 🤗 API customers
- author: Narsil
- thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
date: January 18, 2021
tags:
- analysis
- nlp
- local: zero-deepspeed-fairscale
- title: "Fit More and Train Faster With ZeRO via DeepSpeed and FairScale"
- author: stas
- thumbnail: /blog/assets/11_zero_deepspeed_fairscale/zero-partitioning.png
date: January 19, 2021
tags:
- guide
- local: tf-serving
- title: "Faster TensorFlow models in Hugging Face Transformers"
- author: jplu
- thumbnail: /blog/assets/10_tf-serving/thumbnail.png
date: January 26, 2021
tags:
- guide
- nlp
- local: pytorch-xla
- title: "Hugging Face on PyTorch / XLA TPUs"
- thumbnail: /blog/assets/13_pytorch_xla/pytorch_xla_thumbnail.png
- author: jysohn23
guest: true
date: February 9, 2021
tags:
- open-source-collab
- local: ray-rag
- title: "Retrieval Augmented Generation with Huggingface Transformers and Ray"
- thumbnail: /blog/assets/12_ray_rag/ray_arch_updated.png
- author: amogkam
guest: true
date: February 10, 2021
tags:
@@ -119,52 +80,35 @@
- nlp
- local: simple-considerations
- title: "Simple considerations for simple people building fancy neural networks"
- author: VictorSanh
- thumbnail: /blog/assets/13_simple-considerations/henry-co-3coKbdfnAFg-unsplash.jpg
date: February 25, 2021
tags:
- guide
- local: long-range-transformers
- title: "Hugging Face Reads, Feb. 2021 - Long-range Transformers"
- author: VictorSanh
- thumbnail: /blog/assets/14_long_range_transformers/EfficientTransformerTaxonomy.png
date: March 09, 2021
tags:
- research
- nlp
- local: fine-tune-wav2vec2-english
- title: "Fine-Tune Wav2Vec2 for English ASR with 🤗 Transformers"
- author: patrickvonplaten
- thumbnail: /blog/assets/15_fine_tune_wav2vec2/wav2vec2.png
date: March 12, 2021
tags:
- guide
- audio
- local: how-to-deploy-a-pipeline-to-google-clouds
- title: "My Journey to a serverless transformers pipeline on Google Cloud"
- author: Maxence
guest: true
date: March 18, 2021
tags:
- guide
- local: the-partnership-amazon-sagemaker-and-hugging-face
- title: "The Partnership: Amazon SageMaker and Hugging Face"
- author: philschmid
- thumbnail: /blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
date: March 23, 2021
tags:
- partnerships
- aws
- local: big-bird
- title: "Understanding BigBird's Block Sparse Attention"
- thumbnail: /blog/assets/18_big_bird/block-sparse-attn.gif
- author: vasudevgupta
guest: true
date: March 31, 2021
tags:
@@ -173,9 +117,6 @@
- nlp
- local: sagemaker-distributed-training-seq2seq
- title: "Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker"
- author: philschmid
- thumbnail: /blog/assets/19_sagemaker_distributed_training_seq2seq/thumbnail.png
date: April 8, 2021
tags:
- guide
@@ -184,17 +125,11 @@
- nlp
- local: accelerate-library
- title: Introducing 🤗 Accelerate
- thumbnail: /blog/assets/20_accelerate_library/accelerate_diff.png
- author: sgugger
date: April 16, 2021
tags:
- guide
- local: bert-cpu-scaling-part-1
- title: "Scaling-up BERT Inference on CPU (Part 1)"
- thumbnail: /blog/assets/21_bert_cpu_scaling_part_1/imgs/numa_set.png
- author: mfuntowicz
date: April 20, 2021
tags:
- guide
@@ -203,9 +138,6 @@
- intel
- local: gradio
- title: "Using & Mixing Hugging Face Models with Gradio 2.0"
- author: abidlabs
- thumbnail: /blog/assets/22_gradio/gradio.png
guest: true
date: May 25, 2021
tags:
@@ -213,25 +145,18 @@
- guide
- local: few-shot-learning-gpt-neo-and-inference-api
- title: "Few-shot learning in practice: GPT-NEO and the 🤗 Accelerated Inference API"
- author: philschmid
- thumbnail: /blog/assets/22_few_shot_learning_gpt_neo_and_inference_api/few-shot-prompt.png
date: June 3, 2021
tags:
- guide
- nlp
- local: sentence-transformers-in-the-hub
- title: "Sentence Transformers in the 🤗 Hub"
- author: nreimers
date: June 28, 2021
tags:
- open-source-collab
- nlp
- local: deploy-hugging-face-models-easily-with-amazon-sagemaker
- title: "Deploy Hugging Face models easily with Amazon SageMaker"
- author: philschmid
date: July 8, 2021
tags:
- guide
@@ -239,70 +164,46 @@
- aws
- local: spacy
- title: "Welcome spaCy to the 🤗 Hub"
- author: osanseviero
- thumbnail: /blog/assets/23_spacy/thumbnail.png
date: July 13, 2021
tags:
- open-source-collab
- nlp
- local: collaborative-training
- title: "Deep Learning over the Internet: Training Language Models Collaboratively"
- author: mryab
guest: true
- thumbnail: /blog/assets/24_sahajBERT/thumbnail.png
date: July 15, 2021
tags:
- research
- local: hardware-partners-program
- title: "Introducing Optimum: The Optimization Toolkit for Transformers at Scale"
- author: mfuntowicz
- thumbnail: /blog/assets/25_hardware_partners_program/carbon_inc_quantizer.png
date: September 14, 2021
tags:
- guide
- local: graphcore
- title: "Hugging Face and Graphcore partner for IPU-optimized Transformers"
- author: sallydoherty
guest: true
- thumbnail: /blog/assets/26_graphcore-ipu/thumbnail.png
date: September 14, 2021
tags:
- graphcore
- partnerships
- local: summer-at-huggingface
- title: "Summer at Hugging Face ☀️"
- author: huggingface
- thumbnail: /blog/assets/27_summer_at_huggingface/thumbnail.png
date: September 24, 2021
tags:
- community
- local: gradio-spaces
- title: "Showcase Your Projects in Spaces using Gradio"
- author: merve
- thumbnail: /blog/assets/28_gradio-spaces/thumbnail.png
date: October 5, 2021
tags:
- guide
- local: streamlit-spaces
- title: "Hosting your Models and Datasets on Hugging Face Spaces using Streamlit"
- author: merve
- thumbnail: /blog/assets/29_streamlit-spaces/thumbnail.png
date: October 5, 2021
tags:
- guide
- local: fine-tune-clip-rsicd
- title: "Fine tuning CLIP with Remote Sensing (Satellite) images and captions"
- author: arampacha
guest: true
- thumbnail: /blog/assets/30_clip_rsicd/clip-rsicd-header-image.png
date: October 13, 2021
tags:
- community
@@ -310,45 +211,30 @@
- nlp
- local: the-age-of-ml-as-code
- title: "The Age of Machine Learning As Code Has Arrived"
- author: juliensimon
- thumbnail: /blog/assets/31_age_of_ml_as_code/01_entreprise_ml.png
date: October 20, 2021
tags:
- analysis
- local: 1b-sentence-embeddings
- title: "Train a Sentence Embedding Model with 1B Training Pairs"
- author: asi
guest: true
- thumbnail: /blog/assets/32_1b_sentence_embeddings/model.png
date: October 25, 2021
tags:
- community
- nlp
- local: large-language-models
- title: "Large Language Models: A New Moore's Law?"
- author: juliensimon
- thumbnail: /blog/assets/33_large_language_models/01_model_size.jpg
date: October 26, 2021
tags:
- analysis
- nlp
- local: course-launch-event
- title: "Course Launch Community Event"
- author: sgugger
- thumbnail: /blog/assets/34_course_launch/speakers_day1.png
date: October 26, 2021
tags:
- community
- nlp
- local: bert-cpu-scaling-part-2
- title: "Scaling up BERT-like model Inference on modern CPU - Part 2"
- author: mfuntowicz
- thumbnail: /blog/assets/35_bert_cpu_scaling_part_2/openmp.png
date: November 4, 2021
tags:
- partnerships
@@ -357,35 +243,23 @@
- nlp
- local: fine-tune-xlsr-wav2vec2
- title: "Fine-tuning XLS-R for Multi-Lingual ASR with 🤗 Transformers"
- author: patrickvonplaten
- thumbnail: /blog/assets/16_fine_tune_xlsr_wav2vec2/xlsr_wav2vec2.png
date: November 15, 2021
tags:
- guide
- audio
- local: accelerating-pytorch
- title: "Accelerating PyTorch distributed fine-tuning with Intel technologies"
- author: juliensimon
- thumbnail: /blog/assets/36_accelerating_pytorch/03_two_nodes.png
date: November 19, 2021
tags:
- guide
- local: data-measurements-tool
- title: "Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets"
- author: sasha
- thumbnail: /blog/assets/37_data-measurements-tool/basics_scroll.gif
date: November 29, 2021
tags:
- research
- local: graphcore-getting-started
- title: "Getting Started with Hugging Face Transformers for IPUs with Optimum"
- author: internetoftim
guest: true
- thumbnail: /blog/assets/38_getting_started_graphcore/graphcore_1.png
date: November 30, 2021
tags:
- partnerships
@@ -393,18 +267,12 @@
- guide
- local: snowball-fight
- title: "Introducing Snowball Fight ☃️, our First ML-Agents Environment"
- author: ThomasSimonini
- thumbnail: /blog/assets/39_introducing_snowball_fight/snowballfight.gif
date: December 2, 2021
tags:
- research
- rl
- local: codeparrot
- title: "Training CodeParrot 🦜 from Scratch"
- author: lvwerra
- thumbnail: /blog/assets/40_codeparrot/thumbnail.png
date: December 8, 2021
tags:
- guide
@@ -412,9 +280,6 @@
- nlp
- local: perceiver
- title: "Perceiver IO: a scalable, fully-attentional model that works on any modality"
- author: nielsr
- thumbnail: /blog/assets/41_perceiver/thumbnail.png
date: December 15, 2021
tags:
- research
@@ -424,18 +289,12 @@
- cv
- local: gradio-joins-hf
- title: "Gradio joins Hugging Face!"
- author: abidlabs
- thumbnail: /blog/assets/42_gradio_joins_hf/thumbnail.png
date: December 21, 2021
tags:
- community
- open-source-collab
- local: autonlp-prodigy
- title: "Active Learning with AutoNLP and Prodigy"
- author: abhishek
- thumbnail: /blog/assets/43_autonlp_prodigy/thumbnail.png
date: December 23, 2021
tags:
- research
@@ -443,9 +302,6 @@
- nlp
- local: gptj-sagemaker
- title: "Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker"
- author: philschmid
- thumbnail: /blog/assets/45_gptj_sagemaker/thumbnail.png
date: January 11, 2022
tags:
- partnerships
@@ -454,9 +310,6 @@
- nlp
- local: wav2vec2-with-ngram
- title: "Boost Wav2Vec2 with n-gram LM in 🤗 Transformers"
- author: patrickvonplaten
- thumbnail: /blog/assets/44_boost_wav2vec2_ngram/wav2vec2_ngram.png
date: January 12, 2022
tags:
- research
@@ -464,34 +317,22 @@
- audio
- local: infinity-cpu-performance
- title: "Case Study: Millisecond Latency using Hugging Face Infinity and modern CPUs"
- author: philschmid
- thumbnail: /blog/assets/46_infinity_cpu_performance/thumbnail.png
date: January 13, 2022
tags:
- analysis
- local: sb3
- title: "Welcome Stable-baselines3 to the Hugging Face Hub 🤗"
- author: ThomasSimonini
- thumbnail: /blog/assets/47_sb3/thumbnail.png
date: January 21, 2022
tags:
- open-source-collab
- rl
- local: searching-the-hub
- title: "Supercharged Searching on the Hugging Face Hub"
- author: muellerzr
- thumbnail: /blog/assets/48_hubsearch/thumbnail.png
date: January 25, 2022
tags:
- guide
- local: asr-chunking
- title: "Making automatic speech recognition work on large files with Wav2Vec2 in 🤗 Transformers"
- author: Narsil
- thumbnail: /blog/assets/49_asr_chunking/thumbnail.png
date: February 1, 2022
tags:
- guide
@@ -499,9 +340,6 @@
- audio
- local: sentiment-analysis-python
- title: "Getting Started with Sentiment Analysis using Python"
- author: FedericoPascual
- thumbnail: /blog/assets/50_sentiment_python/thumbnail.png
date: February 2, 2022
tags:
- sentiment-analysis
@@ -509,45 +347,30 @@
- guide
- local: fine-tune-vit
- title: "Fine-Tune ViT for Image Classification with 🤗 Transformers"
- author: nateraw
- thumbnail: /blog/assets/51_fine_tune_vit/vit-thumbnail.jpg
date: February 11, 2022
tags:
- guide
- cv
- local: bert-101
- title: "BERT 101 🤗 State Of The Art NLP Model Explained"
- author: britneymuller
- thumbnail: /blog/assets/52_bert_101/thumbnail.jpg
date: March 2, 2022
tags:
- guide
- nlp
- local: constrained-beam-search
- title: "Guiding Text Generation with Constrained Beam Search in 🤗 Transformers"
- author: cwkeam
guest: true
- thumbnail: /blog/assets/53_constrained_beam_search/thumbnail.png
date: March 11, 2022
tags:
- guide
- nlp
- local: image-search-datasets
- title: "Image search with 🤗 datasets"
- author: davanstrien
- thumbnail: /blog/assets/54_image_search_datasets/spaces_image_search.jpg
date: March 16, 2022
tags:
- cv
- local: bert-inferentia-sagemaker
- title: "Accelerate BERT inference with Hugging Face Transformers and AWS inferentia"
- author: philschmid
- thumbnail: /blog/assets/55_bert_inferentia_sagemaker/thumbnail.png
date: March 16, 2022
tags:
- partnerships
@@ -556,9 +379,6 @@
- nlp
- local: fine-tune-segformer
- title: "Fine-Tune a Semantic Segmentation Model with a Custom Dataset"
- author: tobiasc
- thumbnail: /blog/assets/56_fine_tune_segformer/thumb.png
date: March 17, 2022
tags:
- guide
@@ -566,27 +386,18 @@
- cv
- local: ai-residency
- title: "Announcing the 🤗 AI Research Residency Program"
- author: douwekiela
- thumbnail: /blog/assets/57_ai_residency/residency-thumbnail.jpg
date: March 22, 2022
tags:
- community
- research
- local: meg-mitchell-interview
- title: "Machine Learning Experts - Meg Mitchell Interview"
- author: britneymuller
- thumbnail: /blog/assets/57_meg_mitchell_interview/thumbnail.png
date: March 23, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: decision-transformers
- title: "Introducing Decision Transformers on Hugging Face 🤗"
- author: edbeeching
- thumbnail: /blog/assets/58_decision-transformers/thumbnail.jpg
date: March 28, 2022
tags:
- open-source-collab
@@ -594,103 +405,67 @@
- rl
- local: transformers-design-philosophy
- title: "Don't repeat yourself - 🤗 Transformers Design Philosophy"
- author: patrickvonplaten
- thumbnail: /blog/assets/59_transformers_philosophy/transformers.png
date: April 5, 2022
tags:
- community
- local: habana
- title: "Habana Labs and Hugging Face Partner to Accelerate Transformer Model Training"
- author: susanlansing
- thumbnail: /blog/assets/60_habana/habana.png
date: April 12, 2022
tags:
- partnerships
- local: lewis-tunstall-interview
- title: "Machine Learning Experts - Lewis Tunstall Interview"
- author: britneymuller
- thumbnail: /blog/assets/60_lewis_tunstall_interview/thumbnail.png
date: April 13, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: carbon-emissions-on-the-hub
- title: "CO2 Emissions and the 🤗 Hub: Leading the Charge"
- author: sasha
- thumbnail: /blog/assets/60_carbon_emissions_on_the_hub/thumbnail.jpg
date: April 22, 2022
tags:
- community
- guide
- local: supercharge-customer-service-with-machine-learning
- title: "Supercharged Customer Service with Machine Learning"
- author: patrickvonplaten
- thumbnail: /blog/assets/61_supercharged_customer_service_with_nlp/thumbnail.png
date: April 25, 2022
tags:
- guide
- nlp
- local: education
- title: "Introducing Hugging Face for Education"
- author: Violette
- thumbnail: /blog/assets/61_education/thumbnail.png
date: April 25, 2022
tags:
- community
- local: getting-started-habana
- title: "Getting Started with Transformers on Habana Gaudi"
- author: juliensimon
- thumbnail: /blog/assets/61_getting_started_habana/thumbnail.png
date: April 26, 2022
tags:
- partnerships
- guide
- local: ml-director-insights
- title: "Director of Machine Learning Insights [Series]"
- author: britneymuller
- thumbnail: /blog/assets/61_ml_director_insights/thumbnail.png
date: April 27, 2022
tags:
- community
- research
- local: opinion-classification-with-kili
- title: "Opinion Classification with Kili and HuggingFace AutoTrain"
- author: alperiox
guest: true
- thumbnail: /blog/assets/59_opinion-classification-with-kili/thumbnail.png
date: April 28, 2022
tags:
- guide
- local: pytorch-fsdp
- title: "Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel"
- author: smangrul
- thumbnail: /blog/assets/62_pytorch_fsdp/fsdp-thumbnail.png
date: May 2, 2022
tags:
- guide
- local: deep-rl-intro
- title: "An Introduction to Deep Reinforcement Learning"
- author: ThomasSimonini
- thumbnail: /blog/assets/63_deep_rl_intro/thumbnail.png
date: May 4, 2022
tags:
- rl
- local: fastai
- title: "Welcome fastai to the Hugging Face Hub"
- author: espejelomar
- thumbnail: /blog/assets/64_fastai/fastai_hf_blog.png
date: May 6, 2022
tags:
- guide
@@ -698,77 +473,50 @@
- community
- local: series-c
- title: "We Raised $100 Million for Open & Collaborative Machine Learning 🚀"
- author: The Hugging Face Team
- thumbnail: /blog/assets/65_series_c/thumbnail.jpg
date: May 9, 2022
tags:
- news
- local: optimum-inference
- title: "Accelerated Inference with Optimum and Transformers Pipelines"
- author: philschmid
- thumbnail: /blog/assets/66_optimum_inference/thumbnail.png
date: May 10, 2022
tags:
- guide
- community
- local: ambassadors
- title: "Student Ambassador Program's call for applications is open!"
- author: Violette
- thumbnail: /blog/assets/67_ambassadors/thumbnail.png
date: May 13, 2022
tags:
- community
- local: ml-director-insights-2
- title: "Director of Machine Learning Insights [Part 2: SaaS Edition]"
- author: britneymuller
- thumbnail: /blog/assets/67_ml_director_insights/thumbnail.png
date: May 13, 2022
tags:
- community
- research
- local: gradio-blocks
- title: "Gradio 3.0 is Out!"
- author: abidlabs
- thumbnail: /blog/assets/68_gradio_blocks/block-party.png
date: May 16, 2022
tags:
- community
- open-source-collab
- local: fellowship
- title: "Announcing the Hugging Face Fellowship Program"
- author: espejelomar
- thumbnail: /blog/assets/62_fellowship/fellowship-thumbnail.png
date: May 17, 2022
tags:
- community
- local: sasha-luccioni-interview
- title: "Machine Learning Experts - Sasha Luccioni Interview"
- author: britneymuller
- thumbnail: /blog/assets/69_sasha_luccioni_interview/thumbnail.png
date: May 17, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: deep-rl-q-part1
- title: "An Introduction to Q-Learning Part 1"
- author: ThomasSimonini
- thumbnail: /blog/assets/70_deep_rl_q_part1/thumbnail.gif
date: May 18, 2022
tags:
- rl
- local: ethical-charter-multimodal
- title: "Putting ethical principles at the core of research lifecycle"
- author: SaulLu
- thumbnail: /blog/assets/71_ethical-charter/thumbnail.jpg
date: May 19, 2022
tags:
- research
@@ -777,9 +525,6 @@
- cv
- local: sempre-health-eap-case-study
- title: "How Sempre Health is leveraging the Expert Acceleration Program to accelerate their ML roadmap"
- author: federicopascual
- thumbnail: /blog/assets/70_sempre_health/thumbnail.jpg
date: May 19, 2022
tags:
- expert-acceleration-program
@@ -787,17 +532,11 @@
- case-studies
- local: deep-rl-q-part2
- title: "An Introduction to Q-Learning Part 2"
- author: ThomasSimonini
- thumbnail: /blog/assets/73_deep_rl_q_part2/thumbnail.gif
date: May 20, 2022
tags:
- rl
- local: tapex
- title: "Efficient Table Pre-training without Real Data: An Introduction to TAPEX"
- author: SivilTaram
- thumbnail: /blog/assets/74_tapex/thumbnail.png
guest: true
date: May 23, 2022
tags:
@@ -806,34 +545,22 @@
- community
- local: community-update
- title: "Introducing Pull Requests and Discussions 🥳"
- author: victor
- thumbnail: /blog/assets/76_community_update/thumbnail.png
date: May 25, 2022
tags:
- launch
- local: graphcore-update
- title: "Graphcore and Hugging Face Launch New Lineup of IPU-Ready Transformers"
- author: sallydoherty
- thumbnail: /blog/assets/77_graphcore-update/graphcore_update.png
date: May 26, 2022
tags:
- graphcore
- partnerships
- local: deep-rl-dqn
- title: "Deep Q-Learning with Atari"
- author: ThomasSimonini
- thumbnail: /blog/assets/78_deep_rl_dqn/thumbnail.gif
date: June 7, 2022
tags:
- rl
- local: annotated-diffusion
- title: "The Annotated Diffusion Model"
- author: nielsr
- thumbnail: /blog/assets/78_annotated-diffusion/thumbnail.png
date: June 7, 2022
tags:
- guide
@@ -841,18 +568,12 @@
- stable-diffusion
- local: ml-director-insights-3
- title: "Director of Machine Learning Insights [Part 3: Finance Edition]"
- author: britneymuller
- thumbnail: /blog/assets/78_ml_director_insights/thumbnail.png
date: June 14, 2022
tags:
- community
- research
- local: intel
- title: "Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration"
- author: juliensimon
- thumbnail: /blog/assets/80_intel/01.png
date: June 15, 2022
tags:
- hardware
@@ -860,9 +581,6 @@
- guide
- local: convert-transformers-to-onnx
- title: "Convert Transformers to ONNX with Hugging Face Optimum"
- author: philschmid
- thumbnail: /blog/assets/81_convert_transformers_to_onnx/thumbnail.png
date: June 22, 2022
tags:
- guide
@@ -870,18 +588,12 @@
- hardware
- local: getting-started-with-embeddings
- title: "Getting Started With Embeddings"
- author: espejelomar
- thumbnail: /blog/assets/80_getting_started_with_embeddings/thumbnail.png
date: June 23, 2022
tags:
- guide
- nlp
- local: eval-on-the-hub
- title: "Announcing Evaluation on the Hub"
- author: douwekiela
- thumbnail: /blog/assets/82_eval_on_the_hub/thumbnail.png
date: June 28, 2022
tags:
- community
@@ -889,33 +601,21 @@
- guide
- local: accelerate-deepspeed
- title: "Accelerate Large Model Training using DeepSpeed"
- author: smangrul
- thumbnail: /blog/assets/83_accelerate_deepspeed/deepspeed-thumbnail.png
date: June 28, 2022
tags:
- guide
- local: your-first-ml-project
- title: "Liftoff! How to get started with your first ML project 🚀"
- author: nimaboscarino
- thumbnail: /blog/assets/84_first_ml_project/thumbnail.png
date: June 29, 2022
tags:
- guide
- local: deep-rl-pg
- title: "Policy Gradient with PyTorch"
- author: ThomasSimonini
- thumbnail: /blog/assets/85_policy_gradient/thumbnail.gif
date: June 30, 2022
tags:
- rl
- local: sentiment-analysis-twitter
- title: "Getting Started with Sentiment Analysis on Twitter"
- author: FedericoPascual
- thumbnail: /blog/assets/85_sentiment_analysis_twitter/thumbnail.png
date: July 7, 2022
tags:
- sentiment-analysis
@@ -923,9 +623,6 @@
- guide
- local: bloom
- title: "Introducing The World's Largest Open Multilingual Language Model: BLOOM"
- author: BigScience
- thumbnail: /blog/assets/86_bloom/thumbnail.png
date: July 12, 2022
tags:
- open-source-collab
@@ -933,27 +630,18 @@
- research
- local: playlist-generator
- title: "Building a Playlist Generator with Sentence Transformers"
- author: NimaBoscarino
- thumbnail: /blog/assets/87_playlist_generator/thumbnail.png
date: July 13, 2022
tags:
- nlp
- guide
- local: bloom-megatron-deepspeed
- title: "The Technology Behind BLOOM Training"
- author: stas
- thumbnail: /blog/assets/86_bloom_megatron_deepspeed/thumbnail.png
date: July 14, 2022
tags:
- nlp
- llm
- local: mnist-adversarial
- title: "How to train your model dynamically using adversarial data"
- author: chrisjay
- thumbnail: /blog/assets/88_mnist_adversarial/mnist-adversarial.png
date: July 16, 2022
tags:
- mnist
@@ -961,35 +649,23 @@
- guide
- local: deep-rl-a2c
- title: "Advantage Actor Critic (A2C)"
- author: ThomasSimonini
- thumbnail: /blog/assets/89_deep_rl_a2c/thumbnail.gif
date: July 22, 2022
tags:
- rl
- local: tf-serving-vision
- title: "Deploying TensorFlow Vision Models in Hugging Face with TF Serving"
- author: sayakpaul
- thumbnail: /blog/assets/90_tf_serving_vision/thumbnail.png
date: July 25, 2022
tags:
- guide
- cv
- local: tf-xla-generate
- title: "Faster Text Generation with TensorFlow and XLA"
- author: joaogante
- thumbnail: /blog/assets/91_tf_xla_generate/thumbnail.png
date: July 27, 2022
tags:
- nlp
- guide
- local: datasets-docs-update
- title: "Introducing new audio and vision documentation in 🤗 Datasets"
- author: stevhliu
- thumbnail: /blog/assets/87_datasets-docs-update/thumbnail.gif
date: July 28, 2022
tags:
- audio
@@ -998,27 +674,18 @@
- announcement
- local: us-national-ai-research-resource
- title: "AI Policy @🤗: Comments on U.S. National AI Research Resource Interim Report"
- author: irenesolaiman
- thumbnail: /blog/assets/92_us_national_ai_research_resource/nairr_thumbnail.png
date: August 1, 2022
tags:
- community
- ethics
- local: nystromformer
- title: "Nyströmformer, Approximating self-attention in linear time and memory via the Nyström method"
- author: novice03
- thumbnail: /blog/assets/86_nystromformer/thumbnail.png
date: August 2, 2022
tags:
- research
- nlp
- local: introducing-private-hub
- title: "Introducing the Private Hub: A New Way to Build With Machine Learning"
- author: FedericoPascual
- thumbnail: /blog/assets/92_introducing_private_hub/thumbnail.png
date: August 3, 2022
tags:
- announcement
@@ -1026,35 +693,23 @@
- hub
- local: deep-rl-ppo
- title: "Proximal Policy Optimization (PPO)"
- author: ThomasSimonini
- thumbnail: /blog/assets/93_deep_rl_ppo/thumbnail.png
date: August 5, 2022
tags:
- rl
- local: how-to-train-sentence-transformers
- title: "Train and Fine-Tune Sentence Transformers Models"
- author: espejelomar
- thumbnail: /blog/assets/95_training_st_models/thumbnail.png
date: August 10, 2022
tags:
- guide
- nlp
- local: deploy-tfserving-kubernetes
- title: "Deploying 🤗 ViT on Kubernetes with TF Serving"
- author: chansung
- thumbnail: /blog/assets/94_tf_serving_kubernetes/thumb.png
date: August 11, 2022
tags:
- guide
- cv
- local: tensorflow-philosophy
- title: "Hugging Face's TensorFlow Philosophy"
- author: rocketknight1
- thumbnail: /blog/assets/96_tensorflow_philosophy/thumbnail.png
date: August 12, 2022
tags:
- nlp
@@ -1062,9 +717,6 @@
- guide
- local: skops
- title: Introducing Skops
- author: merve
- thumbnail: /blog/assets/94_skops/introducing_skops.png
date: August 12, 2022
tags:
- open-source-collab
@@ -1073,9 +725,6 @@
- guide
- local: hf-bitsandbytes-integration
- title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes"
- author: ybelkada
- thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png
date: August 17, 2022
tags:
- nlp
@@ -1083,27 +732,18 @@
- quantization
- local: vision-transformers
- title: "Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore"
- author: juliensimon
- thumbnail: /blog/assets/97_vision_transformers/thumbnail.jpg
date: August 18, 2022
tags:
- vision
- graphcore
- local: deploy-vertex-ai
- title: "Deploying 🤗 ViT on Vertex AI"
- author: sayakpaul
- thumbnail: /blog/assets/97_vertex_ai/image1.png
date: August 19, 2022
tags:
- guide
- cv
- local: pretraining-bert
- title: "Pre-Train BERT with Hugging Face Transformers and Habana Gaudi"
- author: philschmid
- thumbnail: /blog/assets/99_pretraining_bert/thumbnail.png
date: August 22, 2022
tags:
- nlp
@@ -1111,9 +751,6 @@
- guide
- local: stable_diffusion
- title: "Stable Diffusion with 🧨 Diffusers"
- author: valhalla
- thumbnail: /blog/assets/98_stable_diffusion/thumbnail.png
date: August 22, 2022
tags:
- guide
@@ -1125,33 +762,21 @@
- dalle
- local: spaces_3dmoljs
- title: "Visualize proteins on Hugging Face Spaces"
- author: duerrsimon
- thumbnail: /blog/assets/98_spaces_3dmoljs/thumbnail.png
date: August 24, 2022
tags:
- research
- local: open_rail
- title: "OpenRAIL: Towards open and responsible AI licensing frameworks"
- author: CarlosMFerr
- thumbnail: /blog/assets/100_open_rail/100_open-rail.png
date: August 31, 2022
tags:
- community
- local: train-decision-transformers
- title: "Train your first Decision Transformer"
- author: edbeeching
- thumbnail: /blog/assets/101_train-decision-transformers/thumbnail.gif
date: September 08, 2022
tags:
- rl
- local: diffusers-2nd-month
- title: "What's new in Diffusers? 🎨"
- author: osanseviero
- thumbnail: /blog/assets/102_diffusers_2nd_month/inpainting.png
date: September 12, 2022
tags:
- guide
@@ -1160,18 +785,12 @@
- stable-diffusion
- local: megatron-training
- title: "How to train a Language Model with Megatron-LM"
- author: loubnabnl
- thumbnail: /blog/assets/100_megatron_training/thumbnail.png
date: September 7, 2022
tags:
- guide
- nlp
- local: bloom-inference-pytorch-scripts
- title: "Incredibly Fast BLOOM Inference with DeepSpeed and Accelerate"
- author: stas
- thumbnail: /blog/assets/bloom-inference-pytorch-scripts/thumbnail.png
date: Sep 16, 2022
tags:
- nlp
@@ -1180,26 +799,17 @@
- inference
- local: ethics-soc-1
- title: "Ethics and Society Newsletter #1"
- author: meg
- thumbnail: /blog/assets/103_ethics-soc-1/thumbnail.png
date: Sep 22, 2022
tags:
- ethics
- local: setfit
- title: "SetFit: Efficient Few-Shot Learning Without Prompts"
- author: Unso
- thumbnail: /blog/assets/103_setfit/intel_hf_logo.png
date: September 26, 2022
tags:
- research
- nlp
- local: accelerate-large-models
- title: "How 🤗 Accelerate runs very large models thanks to PyTorch"
- author: sgugger
- thumbnail: /blog/assets/104_accelerate-large-models/thumbnail.png
date: September 27, 2022
tags:
- guide
@@ -1207,9 +817,6 @@
- open-source-collab
- local: autotrain-image-classification
- title: "Image Classification with AutoTrain"
- author: NimaBoscarino
- thumbnail: /blog/assets/105_autotrain-image-classification/thumbnail.png
date: Sep 28, 2022
tags:
- autotrain
@@ -1217,9 +824,6 @@
- guide
- local: zero-shot-eval-on-the-hub
- title: "Very Large Language Models and How to Evaluate Them"
- author: mathemakitten
- thumbnail: /blog/assets/106_zero_shot_eval_on_the_hub/thumbnail.png
date: Oct 3, 2022
tags:
- autotrain
@@ -1227,9 +831,6 @@
- nlp
- local: japanese-stable-diffusion
- title: "Japanese Stable Diffusion"
- author: mkshing
- thumbnail: /blog/assets/106_japanese_stable_diffusion/jsd_thumbnail.png
date: Oct 5, 2022
tags:
- diffusion
@@ -1239,17 +840,11 @@
- stable-diffusion
- local: introducing-doi
- title: "Introducing DOI: the Digital Object Identifier to Datasets and Models"
- author: sylvestre
- thumbnail: /blog/assets/107_launching_doi/thumbnail.jpeg
date: Oct 7, 2022
tags:
- community
- local: bloom-inference-optimization
- title: "Optimization story: Bloom inference"
- author: Narsil
- thumbnail: /blog/assets/bloom-inference-pytorch-scripts/thumbnail.png
date: Oct 12, 2022
tags:
- open-source-collab
@@ -1257,9 +852,6 @@
- research
- local: stable_diffusion_jax
- title: "Stable Diffusion in JAX/Flax 🚀"
- author: pcuenq
- thumbnail: /blog/assets/108_stable_diffusion_jax/thumbnail.png
date: Oct 13, 2022
tags:
- guide
@@ -1271,9 +863,6 @@
- dalle
- local: inference-endpoints
- title: "Getting started with Hugging Face Inference Endpoints"
- author: julsimon
- thumbnail: /blog/assets/109_inference_endpoints/endpoints05.png
date: Oct 14, 2022
tags:
- guide
@@ -1281,18 +870,12 @@
- inference
- local: mteb
- title: "MTEB: Massive Text Embedding Benchmark"
- author: Muennighoff
- thumbnail: /blog/assets/110_mteb/thumbnail.png
date: Oct 19, 2022
tags:
- nlp
- research
- llm
- local: pytorch-ddp-accelerate-transformers
- title: "From PyTorch DDP to 🤗 Accelerate to 🤗 Trainer, mastery of distributed training with ease"
- author: muellerzr
- thumbnail: /blog/assets/111_pytorch_ddp_accelerate_transformers/thumbnail.png
date: October 21, 2022
tags:
- guide
@@ -1300,9 +883,6 @@
- open-source-collab
- local: evaluating-llm-bias
- title: "Evaluating Language Model Bias with 🤗 Evaluate"
- author: sasha
- thumbnail: /blog/assets/112_evaluating-llm-bias/thumbnail.png
date: Oct 24, 2022
tags:
- ethics
@@ -1310,9 +890,6 @@
- nlp
- local: openvino
- title: "Accelerate your models with 🤗 Optimum Intel and OpenVINO"
- author: echarlaix
- thumbnail: /blog/assets/113_openvino/thumbnail.png
date: November 2, 2022
tags:
- hardware
@@ -1320,18 +897,12 @@
- guide
- local: fine-tune-whisper
- title: "Fine-Tune Whisper with 🤗 Transformers"
- author: sanchit-gandhi
- thumbnail: /blog/assets/111_fine_tune_whisper/thumbnail.jpg
date: Nov 3, 2022
tags:
- guide
- audio
- local: dreambooth
- title: "Training Stable Diffusion with Dreambooth using 🧨 Diffusers"
- author: valhalla
- thumbnail: /blog/assets/sd_dreambooth_training/thumbnail.jpg
date: November 7, 2022
tags:
- diffusers
@@ -1341,17 +912,11 @@
- guide
- local: pricing-update
- title: "Introducing our new pricing"
- author: sbrandeis
- thumbnail: /blog/assets/114_pricing-update/thumbnail.png
date: November 8, 2022
tags:
- announcement
- local: introducing-csearch
- title: "Generating Human-level Text with Contrastive Search in Transformers 🤗"
- author: yxuansu
- thumbnail: /blog/assets/115_introducing_contrastive_search/thumbnail.png
date: Nov 8, 2022
tags:
- nlp
@@ -1359,9 +924,6 @@
- research
- local: sentiment-analysis-fhe
- title: "Sentiment Classification with Fully Homomorphic Encryption using Concrete ML"
- author: jfrery-zama
- thumbnail: /blog/assets/sentiment-analysis-fhe/thumbnail.png
date: November 17, 2022
tags:
- guide
@@ -1370,36 +932,24 @@
- FHE
- local: arxiv
- title: "Hugging Face Machine Learning Demos on arXiv"
- author: abidlabs
- thumbnail: /blog/assets/arxiv/thumbnail.png
date: Nov 17, 2022
tags:
- research
- community
- local: ml-director-insights-4
- title: "Director of Machine Learning Insights [Part 4]"
- author: Violette
- thumbnail: /blog/assets/78_ml_director_insights/part4.png
date: November 23, 2022
tags:
- community
- research
- local: inference-update
- title: "An Overview of Inference Solutions on Hugging Face"
- author: julsimon
- thumbnail: /blog/assets/116_inference_update/widget.png
date: Nov 21, 2022
tags:
- guide
- inference
- local: document-ai
- title: "Accelerating Document AI"
- author: rajistics
- thumbnail: /blog/assets/112_document-ai/thumbnail.png
date: Nov 21, 2022
tags:
- guide
@@ -1407,9 +957,6 @@
- case-studies
- local: diffusion-models-event
- title: "Diffusion Models Live Event"
- author: lewtun
- thumbnail: /blog/assets/diffusion-models-event/thumbnail.png
date: Nov 25, 2022
tags:
- diffusion
@@ -1420,18 +967,12 @@
- dalle
- local: interns-2023
- title: "We are hiring interns!"
- author: douwekiela
- thumbnail: /blog/assets/interns-2023/thumbnail.png
date: November 29, 2022
tags:
- community
- announcement
- local: vq-diffusion
- title: "VQ Diffusion with 🧨 Diffusers"
- author: williamberman
- thumbnail: /blog/assets/117_vq_diffusion/thumbnail.png
date: November 30, 2022
tags:
- diffusers
@@ -1439,18 +980,12 @@
- text-to-image
- local: time-series-transformers
- title: "Probabilistic Time Series Forecasting with 🤗 Transformers"
- author: nielsr
- thumbnail: /blog/assets/118_time-series-transformers/thumbnail.png
date: December 1, 2022
tags:
- research
- time-series
- local: diffusers-coreml
- title: "Using Stable Diffusion with Core ML on Apple Silicon"
- author: pcuenq
- thumbnail: /blog/assets/diffusers_coreml/thumbnail.png
date: December 1, 2022
tags:
- coreml
@@ -1459,18 +994,12 @@
- diffusion
- local: deep-learning-with-proteins
- title: "Deep Learning with Proteins"
- author: rocketknight1
- thumbnail: /blog/assets/119_deep_learning_with_proteins/folding_example.png
date: December 2, 2022
tags:
- guide
- fine-tuning
- local: elixir-bumblebee
- title: "From GPT2 to Stable Diffusion: Hugging Face arrives to the Elixir community"
- author: josevalim
- thumbnail: /blog/assets/120_elixir-bumblebee/thumbnail.png
date: December 9, 2022
tags:
- elixir
@@ -1480,9 +1009,6 @@
- open-source-collab
- local: rlhf
- title: "Illustrating Reinforcement Learning from Human Feedback (RLHF)"
- author: natolambert
- thumbnail: /blog/assets/120_rlhf/thumbnail.png
date: December 9, 2022
tags:
- rlhf
@@ -1490,35 +1016,23 @@
- guide
- local: habana-gaudi-2-benchmark
- title: "Faster Training and Inference: Habana Gaudi®2 vs Nvidia A100 80GB"
- author: regisss
- thumbnail: /blog/assets/habana-gaudi-2-benchmark/thumbnail.png
date: December 14, 2022
tags:
- partnerships
- habana
- local: audio-datasets
- title: "A Complete Guide to Audio Datasets"
- author: sanchit-gandhi
- thumbnail: /blog/assets/116_audio_datasets/thumbnail.jpg
date: Dec 15, 2022
tags:
- guide
- audio
- local: ethics-soc-2
- title: "Ethics and Society Newsletter #2: Let's talk about bias!"
- author: yjernite
- thumbnail: /blog/assets/122_ethics_soc_2/thumbnail-solstice.png
date: Dec 15, 2022
tags:
- ethics
- local: model-cards
- title: "Model Cards: Introducing HF Model documentation tools"
- author: Ezi
- thumbnail: /blog/assets/121_model-cards/thumbnail.png
date: December 20, 2022
tags:
- community
@@ -1527,9 +1041,6 @@
- guide
- local: clipseg-zero-shot
- title: "Zero-shot image segmentation with CLIPSeg"
- author: tobiasc
- thumbnail: /blog/assets/123_clipseg-zero-shot/thumb.png
date: December 21, 2022
tags:
- guide
@@ -1538,9 +1049,6 @@
- clip
- local: intel-sapphire-rapids
- title: "Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 1"
- author: juliensimon
- thumbnail: /blog/assets/124_intel_sapphire_rapids/02.png
date: January 2, 2023
tags:
- guide
@@ -1549,9 +1057,6 @@
- partnerships
- local: ml-for-games-1
- title: "AI for Game Development: Creating a Farming Game in 5 Days. Part 1"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail.png
date: January 2, 2023
tags:
- community
@@ -1560,9 +1065,6 @@
- game-dev
- local: intro-graphml
- title: "Introduction to Graph Machine Learning"
- author: clefourrier
- thumbnail: /blog/assets/125_intro-to-graphml/thumbnail.png
date: January 3, 2023
tags:
- community
@@ -1570,9 +1072,6 @@
- graphs
- local: ml-for-games-2
- title: "AI for Game Development: Creating a Farming Game in 5 Days. Part 2"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail2.png
date: January 9, 2023
tags:
- community
@@ -1580,37 +1079,25 @@
- game-dev
- local: image-similarity
- title: "Image Similarity with Hugging Face Datasets and Transformers"
- author: sayakpaul
- thumbnail: /blog/assets/image_similarity/thumbnail.png
date: Jan 16, 2023
tags:
- guide
- cv
- local: paddlepaddle
- title: "Welcome PaddlePaddle to the Hugging Face Hub"
- author: paddlepaddle
guest: true
- thumbnail: /blog/assets/126_paddlepaddle/thumbnail.jpg
date: January 17, 2023
tags:
- open-source-collab
- nlp
- local: mask2former
- title: "Universal Image Segmentation with Mask2Former and OneFormer"
- author: nielsr
- thumbnail: /blog/assets/127_mask2former/thumbnail.png
date: Jan 19, 2023
tags:
- cv
- guide
- local: ml-for-games-3
- title: "3D Asset Generation: AI for Game Development #3"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail3.png
date: January 20, 2023
tags:
- community
@@ -1618,9 +1105,6 @@
- game-dev
- local: optimum-onnxruntime-training
- title: "Optimum+ONNX Runtime - Easier, Faster training for your Hugging Face models"
- author: Jingya
- thumbnail: /blog/assets/optimum_onnxruntime-training/thumbnail.png
date: January 24, 2023
tags:
- guide
@@ -1628,9 +1112,6 @@
- onnxruntime
- local: dialog-agents
- title: "What Makes a Dialog Agent Useful?"
- author: nazneen
- thumbnail: /blog/assets/dialog-agents/thumbnail.png
date: January 24, 2023
tags:
- rlhf
@@ -1640,9 +1121,6 @@
- sft
- local: lora
- title: "Using LoRA for Efficient Stable Diffusion Fine-Tuning"
- author: pcuenq
- thumbnail: /blog/assets/lora/thumbnail.png
date: January 26, 2023
tags:
- diffusers
@@ -1652,9 +1130,6 @@
- guide
- local: ml-for-games-4
- title: "2D Asset Generation: AI for Game Development #4"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail4.png
date: January 26, 2023
tags:
- community
@@ -1662,9 +1137,6 @@
- game-dev
- local: cv_state
- title: "The State of Computer Vision at Hugging Face 🤗"
- author: sayakpaul
- thumbnail: /blog/assets/cv_state/thumbnail.png
date: January 30, 2023
tags:
- community
@@ -1672,9 +1144,6 @@
- cv
- local: vision_language_pretraining
- title: "A Dive into Pretraining Strategies for Vision-Language Models"
- author: adirik
- thumbnail: /blog/assets/128_vision_language_pretraining/thumbnail.png
date: February 03, 2023
tags:
- cv
@@ -1682,9 +1151,6 @@
- multimodal
- local: intel-sapphire-rapids-inference
- title: "Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 2"
- author: juliensimon
- thumbnail: /blog/assets/129_intel_sapphire_rapids_inference/01.png
date: February 6, 2023
tags:
- guide
@@ -1693,17 +1159,11 @@
- partnerships
- local: aivsai
- title: "Introducing ⚔️ AI vs. AI ⚔️ a deep reinforcement learning multi-agents competition system"
- author: CarlCochet
- thumbnail: /blog/assets/128_aivsai/thumbnail.png
date: February 07, 2023
tags:
- rl
- local: ml-for-games-5
- title: "Generating Stories: AI for Game Development #5"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail5.png
date: February 07, 2023
tags:
- community
@@ -1711,18 +1171,12 @@
- game-dev
- local: speecht5
- title: "Speech Synthesis, Recognition, and More With SpeechT5"
- author: Matthijs
- thumbnail: /blog/assets/speecht5/thumbnail.png
date: February 8, 2023
tags:
- guide
- audio
- local: peft
- title: "🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware"
- author: smangrul
- thumbnail: /blog/assets/130_peft/thumbnail.png
date: February 10, 2023
tags:
- guide
@@ -1734,18 +1188,12 @@
- dreambooth
- local: mantis-case-study
- title: "Why we’re switching to Hugging Face Inference Endpoints, and maybe you should too"
- author: mattupson
guest: true
- thumbnail: /blog/assets/78_ml_director_insights/mantis1.png
date: February 15, 2023
tags:
- case-studies
- local: blip-2
- title: "Zero-shot image-to-text generation with BLIP-2"
- author: MariaK
- thumbnail: /blog/assets/blip-2/thumbnail.png
date: February 15, 2023
tags:
- guide
@@ -1754,9 +1202,6 @@
- multimodal
- local: aws-partnership
- title: "Hugging Face and AWS partner to make AI more accessible"
- author: jeffboudier
- thumbnail: /blog/assets/131_aws-partnership/aws-partnership-thumbnail.png
date: February 21, 2023
tags:
- partnerships
@@ -1765,9 +1210,6 @@
- cv
- local: fast-mac-diffusers
- title: "Swift Diffusers: Fast Stable Diffusion for Mac"
- author: pcuenq
- thumbnail: /blog/assets/fast-mac-diffusers/thumbnail.png
date: February 24, 2023
tags:
- coreml
@@ -1776,9 +1218,6 @@
- diffusion
- local: red-teaming
- title: "Red-Teaming Large Language Models"
- author: nazneen
- thumbnail: /blog/assets/red-teaming/thumbnail.png
date: February 24, 2023
tags:
- llms
@@ -1789,35 +1228,23 @@
- alignment
- local: classification-use-cases
- title: "How Hugging Face Accelerated Development of Witty Works Writing Assistant"
- author: Violette
- thumbnail: /blog/assets/78_ml_director_insights/witty-works.png
date: March 1, 2023
tags:
- nlp
- case-studies
- local: ethics-diffusers
- title: "Ethical guidelines for developing the Diffusers library"
- author: giadap
- thumbnail: /blog/assets/ethics-diffusers/thumbnail.png
date: March 2, 2023
tags:
- ethics
- diffusers
- local: controlnet
- title: "ControlNet in Diffusers 🧨"
- author: sayakpaul
- thumbnail: /blog/assets/controlnet/thumbnail.png
date: March 3, 2023
tags:
- diffusers
- local: using-ml-for-disasters
- title: "Using Machine Learning to Aid Survivors and Race through Time"
- author: merve
- thumbnail: /blog/assets/using-ml-for-disasters/thumbnail.png
date: March 3, 2023
tags:
- nlp
@@ -1825,9 +1252,6 @@
- object-detection
- local: vit-align
- title: "New ViT and ALIGN Models From Kakao Brain"
- author: adirik
- thumbnail: /blog/assets/132_vit_align/thumbnail.png
date: March 6, 2023
tags:
- cv
@@ -1836,9 +1260,6 @@
- multimodal
- local: trl-peft
- title: "Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU"
- author: edbeeching
- thumbnail: /blog/assets/133_trl_peft/thumbnail.png
date: March 9, 2023
tags:
- rl
@@ -1846,9 +1267,6 @@
- nlp
- local: informer
- title: "Multivariate Probabilistic Time Series Forecasting with Informer"
- author: elisim
- thumbnail: /blog/assets/134_informer/thumbnail.png
date: March 10, 2023
tags:
- guide
@@ -1856,18 +1274,12 @@
- time-series
- local: notebooks-hub
- title: "Jupyter X Hugging Face"
- author: davanstrien
- thumbnail: /blog/assets/135_notebooks-hub/before_after_notebook_rendering.png
date: March 23, 2023
tags:
- partnerships
- announcement
- local: train-your-controlnet
- title: "Train your ControlNet with diffusers"
- author: multimodalart
- thumbnail: /blog/assets/136_train-your-controlnet/thumbnail.png
date: March 24, 2023
tags:
- guide
@@ -1875,10 +1287,7 @@
- stable-diffusion
- local: fl-with-flower
- title: "Federated Learning using Hugging Face and Flower"
- author: charlesbvll
guest: true
- thumbnail: /blog/assets/fl-with-flower/thumbnail.png
date: March 27, 2023
tags:
- nlp
@@ -1890,9 +1299,6 @@
- open-source-collab
- local: stable-diffusion-inference-intel
- title: "Accelerating Stable Diffusion Inference on Intel CPUs"
- author: juliensimon
- thumbnail: /blog/assets/136_stable_diffusion_inference_intel/01.png
date: March 28, 2023
tags:
- hardware
@@ -1900,9 +1306,6 @@
- guide
- local: habana-gaudi-2-bloom
- title: "Fast Inference on Large Language Models: BLOOMZ on Habana Gaudi2 Accelerator"
- author: regisss
- thumbnail: /blog/assets/habana-gaudi-2-bloom/thumbnail.png
date: March 28, 2023
tags:
- habana
@@ -1914,17 +1317,11 @@
- inference
- local: ethics-soc-3
- title: "Ethics and Society Newsletter #3: Ethical Openness at Hugging Face"
- author: irenesolaiman
- thumbnail: /blog/assets/137_ethics_soc_3/ethics_3_thumbnail.png
date: Mar 30, 2023
tags:
- ethics
- local: stackllama
- title: "StackLLaMA: A hands-on guide to train LLaMA with RLHF"
- author: edbeeching
- thumbnail: /blog/assets/138_stackllama/thumbnail.png
date: April 5, 2023
tags:
- rl
@@ -1932,17 +1329,11 @@
- nlp
- local: snorkel-case-study
- title: "Snorkel AI x Hugging Face: unlock foundation models for enterprises"
- author: Violette
- thumbnail: /blog/assets/78_ml_director_insights/snorkel.png
date: April 6, 2023
tags:
- case-studies
- local: owkin-substra
- title: "Creating Privacy Preserving AI with Substra"
- author: EazyAl
- thumbnail: /blog/assets/139_owkin-substra/thumbnail.png
date: April 12, 2023
tags:
- cv
@@ -1951,9 +1342,6 @@
- open-source-collab
- local: graphml-classification
- title: "Graph Classification with Transformers"
- author: clefourrier
- thumbnail: /blog/assets/125_intro-to-graphml/thumbnail_classification.png
date: April 14, 2023
tags:
- community
@@ -1961,9 +1349,6 @@
- graphs
- local: accelerate-transformers-with-inferentia2
- title: "Accelerating Hugging Face Transformers with AWS Inferentia2"
- author: philschmid
- thumbnail: /blog/assets/140_accelerate_transformers_with_inferentia2/thumbnail.png
date: April 17, 2023
tags:
- partnerships
@@ -1972,9 +1357,6 @@
- cv
- local: unity-in-spaces
- title: "How to host a Unity game in a Space"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/unity-in-spaces-thumbnail.png
date: April 21, 2023
tags:
- community
@@ -1982,27 +1364,18 @@
- game-dev
- local: chinese-language-blog
- title: "Introducing HuggingFace blog for Chinese speakers: Fostering Collaboration with the Chinese AI community"
- author: xianbao
- thumbnail: /blog/assets/chinese-language-blog/thumbnail.png
date: April 24, 2023
tags:
- partnerships
- community
- local: databricks-case-study
- title: "Databricks ❤️ Hugging Face: up to 40% faster training and tuning of Large Language Models"
- author: alighodsi
guest: true
- thumbnail: /blog/assets/78_ml_director_insights/databricks.png
date: April 26, 2023
tags:
- case-studies
- local: tf_tpu
- title: "Training a language model with 🤗 Transformers using TensorFlow and TPUs"
- author: rocketknight1
- thumbnail: /blog/assets/tf_tpu_training/thumbnail.png
date: April 27, 2023
tags:
- nlp
@@ -2011,18 +1384,12 @@
- tpu
- local: if
- title: "Running IF with 🧨 diffusers on a Free Tier Google Colab"
- author: williamberman
- thumbnail: /blog/assets/if/thumbnail.jpg
date: April 26, 2023
tags:
- guide
- diffusion
- local: unity-api
- title: "How to Install and Use the Hugging Face Unity API"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/unity-api-thumbnail.png
date: May 1, 2023
tags:
- community
@@ -2030,9 +1397,6 @@
- game-dev
- local: starcoder
- title: "StarCoder: A State-of-the-Art LLM for Code"
- author: lvwerra
- thumbnail: /blog/assets/141_starcoder/starcoder_thumbnail.png
date: May 4, 2023
tags:
- nlp
@@ -2040,9 +1404,6 @@
- research
- local: text-to-video
- title: "A Dive into Text-to-Video Models"
- author: adirik
- thumbnail: /blog/assets/140_text-to-video/thumbnail.png
date: May 8, 2023
tags:
- multi-modal
@@ -2053,9 +1414,6 @@
- text-to-video
- local: starchat-alpha
- title: "Creating a Coding Assistant with StarCoder"
- author: lewtun
- thumbnail: /blog/assets/starchat_alpha/thumbnail.png
date: May 9, 2023
tags:
- nlp
@@ -2063,18 +1421,12 @@
- research
- local: assisted-generation
- title: "Assisted Generation: a new direction toward low-latency text generation"
- author: joaogante
- thumbnail: /blog/assets/assisted-generation/thumbnail.png
date: May 11, 2023
tags:
- nlp
- research
- local: rwkv
- title: "Introducing RWKV — An RNN with the advantages of a transformer"
- author: BlinkDL
- thumbnail: /blog/assets/142_rwkv/rwkv_thumbnail.png
date: May 15, 2023
tags:
- nlp
@@ -2082,9 +1434,6 @@
- research
- local: chatbot-amd-gpu
- title: "Run a Chatgpt-like Chatbot on a Single GPU with ROCm"
- thumbnail: /blog/assets/chatbot-amd-gpu/thumbnail.png
- author: andyll7772
date: May 15, 2023
tags:
- guide
@@ -2094,9 +1443,6 @@
- rocm
- local: generative-ai-models-on-intel-cpu
- title: "Smaller is better: Q8-Chat, an efficient generative AI experience on Xeon"
- thumbnail: /blog/assets/143_q8chat/thumbnail.png
- author: andyll7772
date: May 16, 2023
tags:
- llm
@@ -2106,19 +1452,13 @@
- quantization
- local: dedup
- title: "Large-scale Near-deduplication Behind BigCode"
- author: chenghao
guest: true
- thumbnail: /blog/assets/dedup/thumbnail.png
date: May 16, 2023
tags:
- bigcode
- deduplication
- local: instruction-tuning-sd
- title: "Instruction-tuning Stable Diffusion with InstructPix2Pix"
- author: sayakpaul
- thumbnail: /blog/assets/instruction_tuning_sd/thumbnail.png
date: May 23, 2023
tags:
- diffusers
@@ -2128,9 +1468,6 @@
- guide
- local: safetensors-security-audit
- title: "Safetensors audited as really safe and becoming the default"
- author: Narsil
- thumbnail: /blog/assets/142_safetensors_official/thumbnail.png
date: May 23, 2023
tags:
- pickle
@@ -2138,9 +1475,6 @@
- load times
- local: huggingface-and-ibm
- title: "Hugging Face and IBM partner on watsonx.ai, the next-generation enterprise studio for AI builders"
- author: juliensimon
- thumbnail: /blog/assets/144_ibm/01.png
date: May 23, 2023
tags:
- cloud
@@ -2148,9 +1482,6 @@
- partnership
- local: hugging-face-endpoints-on-azure
- title: "Hugging Face Collaborates with Microsoft to Launch Hugging Face Model Catalog on Azure"
- author: philschmid
- thumbnail: /blog/assets/75_hugging_face_endpoints_on_azure/01.jpg
date: May 24, 2023
tags:
- cloud
@@ -2158,9 +1489,6 @@
- partnership
- local: 4bit-transformers-bitsandbytes
- title: "Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA"
- author: ybelkada
- thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png
date: May 24, 2023
tags:
- transformers
@@ -2169,9 +1497,6 @@
- 4bit
- local: train-optimize-sd-intel
- title: "Optimizing Stable Diffusion for Intel CPUs with NNCF and 🤗 Optimum"
- author: AlexKoff88
- thumbnail: /blog/assets/train_optimize_sd_intel/thumbnail.png
date: May 25, 2023
tags:
- diffusers
@@ -2181,9 +1506,6 @@
- quantization
- local: bertopic
- title: "Introducing BERTopic Integration with Hugging Face Hub"
- author: davanstrien
- thumbnail: /blog/assets/145_bertopic/logo.png
date: May 31, 2023
tags:
- guide
@@ -2191,9 +1513,6 @@
- community
- local: sagemaker-huggingface-llm
- title: "Introducing the Hugging Face LLM Inference Container for Amazon SageMaker"
- author: philschmid
- thumbnail: /blog/assets/145_sagemaker-huggingface-llm/thumbnail.jpg
date: May 31, 2023
tags:
- cloud
@@ -2202,25 +1521,16 @@
- guide
- local: cnil
- title: "Hugging Face Selected for the French Data Protection Agency Enhanced Support Program"
- author: yjernite
- thumbnail: /blog/assets/146_cnil-accompaniment/logo.png
date: May 15, 2023
tags:
- ethics
- local: game-jam
- title: "Announcing the Open Source AI Game Jam 🎮"
- author: ThomasSimonini
- thumbnail: /blog/assets/145_gamejam/thumbnail.png
date: June 1, 2023
tags:
- community
- local: unity-asr
- title: "AI Speech Recognition in Unity"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/unity-asr-thumbnail.png
date: June 2, 2023
tags:
- community
@@ -2228,9 +1538,6 @@
- game-dev
- local: falcon
- title: "The Falcon has landed in the Hugging Face ecosystem"
- author: lvwerra
- thumbnail: /blog/assets/147_falcon/falcon_thumbnail.jpg
date: June 5, 2023
tags:
- nlp
@@ -2238,9 +1545,6 @@
- research
- local: fasttext
- title: "Welcome fastText to the 🤗 Hub"
- author: sheonhan
- thumbnail: /blog/assets/147_fasttext/thumbnail.png
date: June 6, 2023
tags:
- open-source-collab
@@ -2248,26 +1552,17 @@
- partnerships
- local: hub-duckdb
- title: "DuckDB: run SQL queries on 50,000+ datasets on the Hugging Face Hub"
- author: stevhliu
- thumbnail: /blog/assets/hub_duckdb/hub_duckdb.png
date: June 7, 2023
tags:
- guide
- local: hf-hub-glam-guide
- title: "The Hugging Face Hub for Galleries, Libraries, Archives and Museums"
- author: davanstrien
- thumbnail: /blog/assets/144_hf_hub_glam_guide/thumbnail.png
date: June 12, 2023
tags:
- community
- guide
- local: open-llm-leaderboard-rlhf
- title: "Can foundation models label data like humans?"
- author: nazneen
- thumbnail: /blog/assets/llm-leaderboard/leaderboard-thumbnail.png
date: June 12, 2023
tags:
- nlp
@@ -2275,9 +1570,6 @@
- leaderboard
- local: huggingface-and-amd
- title: "Hugging Face and AMD partner on accelerating state-of-the-art models for CPU and GPU platforms"
- author: juliensimon
- thumbnail: /blog/assets/148_huggingface_amd/01.png
date: June 13, 2023
tags:
- hardware
@@ -2285,18 +1577,12 @@
- partnership
- local: content-guidelines-update
- title: "Announcing our new Content Guidelines and Policy"
- author: giadap
- thumbnail: /blog/assets/content-guidelines-blogpost/thumbnail.png
date: June 15, 2023
tags:
- community
- ethics
- local: livebook-app-deployment
- title: "Deploy Livebook notebooks as apps to Hugging Face Spaces"
- author: josevalim
- thumbnail: /blog/assets/120_elixir-bumblebee/thumbnail.png
date: Jun 15, 2023
tags:
- elixir
@@ -2305,9 +1591,6 @@
- whisper
- local: fast-diffusers-coreml
- title: "Faster Stable Diffusion with Core ML on iPhone, iPad, and Mac"
- author: pcuenq
- thumbnail: /blog/assets/149_fast_diffusers_coreml/thumbnail.png
date: June 15, 2023
tags:
- coreml
@@ -2317,9 +1600,6 @@
- quantization
- local: autoformer
- title: "Yes, Transformers are Effective for Time Series Forecasting (+ Autoformer)"
- author: elisim
- thumbnail: /blog/assets/150_autoformer/thumbnail.png
date: June 16, 2023
tags:
- guide
@@ -2327,27 +1607,18 @@
- time-series
- local: policy-ntia-rfc
- title: "AI Policy @🤗: Response to the U.S. NTIA's Request for Comment on AI Accountability"
- author: yjernite
- thumbnail: /blog/assets/151_policy_ntia_rfc/us_policy_thumbnail.png
date: June 20, 2023
tags:
- community
- ethics
- local: mms_adapters
- title: "Fine-tuning MMS Adapter Models for Multi-Lingual ASR"
- author: patrickvonplaten
- thumbnail: /blog/assets/151_mms/mms_map.png
date: June 19, 2023
tags:
- audio
- research
- local: panel-on-hugging-face
- title: "Panel on Hugging Face"
- author: sophiamyang
- thumbnail: /blog/assets/panel-on-hugging-face/thumbnail.png
date: June 22, 2023
tags:
- open-source-collab
@@ -2358,9 +1629,6 @@
- apps
- local: open-llm-leaderboard-mmlu
- title: "What's going on with the Open LLM Leaderboard?"
- author: clefourrier
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: June 23, 2023
tags:
- community
@@ -2371,17 +1639,11 @@
- leaderboard
- local: ethics-soc-4
- title: "Ethics and Society Newsletter #4: Bias in Text-to-Image Models"
- author: sasha
- thumbnail: /blog/assets/152_ethics_soc_4/ethics_4_thumbnail.png
date: June 26, 2023
tags:
- ethics
- local: bridgetower
- title: "Accelerating Vision-Language Models: BridgeTower on Habana Gaudi2"
- author: regisss
- thumbnail: /blog/assets/bridgetower/thumbnail.png
date: June 29, 2023
tags:
- partnerships
@@ -2391,17 +1653,11 @@
- hardware
- local: writer-case-study
- title: "Leveraging Hugging Face for complex generative AI use cases"
- author: jeffboudier
- thumbnail: /blog/assets/78_ml_director_insights/writer.png
date: July 1, 2023
tags:
- case-studies
- local: text-to-webapp
- title: "Making a web app generator with open ML models"
- author: jbilcke-hf
- thumbnail: /blog/assets/153_text_to_webapp/thumbnail.jpg
date: July 3, 2023
tags:
- guide
@@ -2409,9 +1665,6 @@
- apps
- local: inference-endpoints-llm
- title: "Deploy LLMs with Hugging Face Inference Endpoints"
- author: philschmid
- thumbnail: /blog/assets/155_inference_endpoints_llm/thumbnail.jpg
date: July 4, 2023
tags:
- guide
@@ -2420,9 +1673,6 @@
- inference
- local: ml-web-games
- title: "Making ML-powered web games with Transformers.js"
- author: Xenova
- thumbnail: /blog/assets/ml-web-games/thumbnail.png
date: July 5, 2023
tags:
- game-dev
@@ -2432,9 +1682,6 @@
- transformers.js
- local: stable-diffusion-finetuning-intel
- title: "Fine-tuning Stable Diffusion models on Intel CPUs"
- author: juliensimon
- thumbnail: /blog/assets/stable-diffusion-finetuning-intel/dicoo_image.png
date: July 14, 2023
tags:
- guide
@@ -2443,9 +1690,6 @@
- partnerships
- local: os-llms
- title: "Open-Source Text Generation & LLM Ecosystem at Hugging Face"
- author: merve
- thumbnail: /blog/assets/os_llms/thumbnail.png
date: July 17, 2023
tags:
- LLM
@@ -2453,18 +1697,12 @@
- nlp
- local: ai-webtv
- title: "Building an AI WebTV"
- author: jbilcke-hf
- thumbnail: /blog/assets/156_ai_webtv/thumbnail.gif
date: July 17, 2023
tags:
- text-to-video
- guide
- local: llama2
- title: "Llama 2 is here - get it on Hugging Face"
- author: osanseviero
- thumbnail: /blog/assets/llama2/thumbnail.jpg
date: July 18, 2023
tags:
- nlp
@@ -2473,9 +1711,6 @@
- LLM
- local: diffusers-turns-1
- title: "Happy 1st anniversary 🤗 Diffusers!"
- author: stevhliu
- thumbnail: /blog/assets/diffusers-turns-1/diffusers-turns-1.png
date: July 20, 2023
tags:
- community
@@ -2484,17 +1719,11 @@
- diffusers
- local: game-jam-first-edition-results
- title: "Results of the Open Source AI Game Jam"
- author: ThomasSimonini
- thumbnail: /blog/assets/game-jam-first-edition-results/thumbnail.jpg
date: July 21, 2023
tags:
- game-dev
- local: agents-js
- title: "Introducing Agents.js: Give tools to your LLMs using JavaScript"
- author: nsarrazin
- thumbnail: /blog/assets/agents-js/thumbnail.png
date: July 24, 2023
tags:
- agents
@@ -2502,17 +1731,11 @@
- web
- local: eu-ai-act-oss
- title: "AI Policy @🤗: Open ML Considerations in the EU AI Act"
- author: yjernite
- thumbnail: /blog/assets/eu_ai_act_oss/thumbnailEU.png
date: July 24, 2023
tags:
- ethics
- local: stable-diffusion-xl-coreml
- title: "Stable Diffusion XL on Mac with Advanced Core ML Quantization"
- author: pcuenq
- thumbnail: /blog/assets/stable-diffusion-xl-coreml/thumbnail.png
date: July 27, 2023
tags:
- coreml
@@ -2521,10 +1744,7 @@
- diffusers
- local: sd_distillation
- title: "Open-sourcing Knowledge Distillation Code and Weights of SD-Small and SD-Tiny"
- author: harishsegmind
guest: true
- thumbnail: /blog/assets/distill_sd/thumbnail.png
date: August 1, 2023
tags:
- stable-diffusion
@@ -2532,9 +1752,6 @@
- diffusers
- local: 3d-assets
- title: "Practical 3D Asset Generation: A Step-by-Step Guide"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail-3d.jpg
date: August 01, 2023
tags:
- community
@@ -2544,10 +1761,7 @@
- game-dev
- local: encrypted-llm
- title: "Towards Encrypted Large Language Models with FHE"
- author: RomanBredehoft
guest: true
- thumbnail: /blog/assets/encrypted-llm/thumbnail.png
date: August 02, 2023
tags:
- guide
@@ -2557,27 +1771,18 @@
- llm
- local: huggy-lingo
- title: "Huggy Lingo: Using Machine Learning to Improve Language Metadata on the Hugging Face Hub"
- author: davanstrien
- thumbnail: /blog/assets/156_huggylingo/Huggy_Lingo.png
date: August 2, 2023
tags:
- announcement
- research
- local: run-musicgen-as-an-api
- title: "Deploy MusicGen in no time with Inference Endpoints"
- author: reach-vb
- thumbnail: /blog/assets/run-musicgen-as-an-api/thumbnail.png
date: August 4, 2023
tags:
- audio
- guide
- local: swift-coreml-llm
- title: "Releasing Swift Transformers: Run On-Device LLMs in Apple Devices"
- author: pcuenq
- thumbnail: /blog/assets/swift-coreml-llm/thumbnail.png
date: August 8, 2023
tags:
- guide
@@ -2586,9 +1791,6 @@
- swift
- local: dpo-trl
- title: "Fine-tune Llama 2 with DPO"
- author: kashif
- thumbnail: /blog/assets/157_dpo_trl/dpo_thumbnail.png
date: August 8, 2023
tags:
- rl
@@ -2596,10 +1798,7 @@
- nlp
- local: deploy-deepfloydif-using-bentoml
- title: "Deploying Hugging Face Models with BentoML: DeepFloyd IF in Action"
- author: Sherlockk
guest: true
- thumbnail: /blog/assets/deploy-deepfloydif-using-bentoml/thumbnail.png
date: August 9, 2023
tags:
- deployment
@@ -2609,9 +1808,6 @@
- diffusers
- local: optimizing-bark
- title: "Optimizing Bark using 🤗 Transformers"
- author: ylacombe
- thumbnail: /blog/assets/bark_optimization/thumbnail.png
date: August 9, 2023
tags:
- text-to-speech
@@ -2620,9 +1816,6 @@
- bark
- local: aws-marketplace
- title: "Hugging Face Platform on the AWS Marketplace: Pay with your AWS Account"
- author: philschmid
- thumbnail: /blog/assets/158_aws_marketplace/thumbnail.jpg
date: August 10, 2023
tags:
- guide
@@ -2631,9 +1824,6 @@
- aws
- local: idefics
- title: "Introducing IDEFICS: An Open Reproduction of State-of-the-art Visual Language Model"
- author: VictorSanh
- thumbnail: /blog/assets/idefics/thumbnail.png
date: August 22, 2023
tags:
- research
@@ -2641,9 +1831,6 @@
- cv
- local: safecoder
- title: "Introducing SafeCoder"
- author: jeffboudier
- thumbnail: /blog/assets/159_safecoder/thumbnail.jpg
date: August 22, 2023
tags:
- announcement
@@ -2652,9 +1839,6 @@
- bigcode
- local: gptq-integration
- title: "Making LLMs lighter with AutoGPTQ and transformers"
- author: marcsun13
- thumbnail: /blog/assets/159_autogptq_transformers/thumbnail.jpg
date: August 23, 2023
tags:
- llm
@@ -2662,18 +1846,12 @@
- quantization
- local: password-git-deprecation
- title: "Deprecation of Git Authentication using password"
- author: Sylvestre
- thumbnail: /blog/assets/password-git-deprecation/thumbnail.png
date: August 25, 2023
tags:
- announcement
- security
- local: codellama
- title: "Code Llama: Llama 2 learns to code"
- author: philschmid
- thumbnail: /blog/assets/160_codellama/thumbnail.jpg
date: August 25, 2023
tags:
- nlp
@@ -2682,9 +1860,6 @@
- LLM
- local: audioldm2
- title: "AudioLDM 2, but faster ⚡️"
- author: sanchit-gandhi
- thumbnail: /blog/assets/161_audioldm2/thumbnail.png
date: Aug 30, 2023
tags:
- guide
@@ -2693,17 +1868,11 @@
- diffusion
- local: fetch-case-study
- title: "Fetch Cuts ML Processing Latency by 50% Using Amazon SageMaker & Hugging Face"
- author: Violette
- thumbnail: /blog/assets/78_ml_director_insights/fetch.png
date: September 1, 2023
tags:
- case-studies
- local: falcon-180b
- title: "Spread Your Wings: Falcon 180B is here"
- author: philschmid
- thumbnail: /blog/assets/162_falcon_180b/thumbnail.jpg
date: September 6, 2023
tags:
- nlp
@@ -2712,10 +1881,7 @@
- LLM
- local: t2i-sdxl-adapters
- title: "Efficient Controllable Generation for SDXL with T2I-Adapters"
- author: Adapter
guest: true
- thumbnail: /blog/assets/t2i-sdxl-adapters/thumbnail.png
date: September 8, 2023
tags:
- guide
@@ -2724,17 +1890,11 @@
- diffusion
- local: safecoder-vs-closed-source-code-assistants
- title: "SafeCoder vs. Closed-source Code Assistants"
- author: julsimon
- thumbnail: /blog/assets/safecoder-vs-closed-source-code-assistants/image.png
date: September 11, 2023
tags:
- bigcode
- local: overview-quantization-transformers
- title: "Overview of natively supported quantization schemes in 🤗 Transformers"
- author: ybelkada
- thumbnail: /blog/assets/163_overview_quantization_transformers/thumbnail.jpg
date: September 12, 2023
tags:
- llm
@@ -2745,9 +1905,6 @@
- gptq
- local: ram-efficient-pytorch-fsdp
- title: "Fine-tuning Llama 2 70B using PyTorch FSDP"
- author: smangrul
- thumbnail: /blog/assets/160_fsdp_llama/thumbnail.jpg
date: September 13, 2023
tags:
- llm
@@ -2755,9 +1912,6 @@
- nlp
- local: wuerstchen
- title: "Introducing Würstchen: Fast Diffusion for Image Generation"
- author: dome272
- thumbnail: /blog/assets/wuerstchen/thumbnail.jpg
date: September 13, 2023
tags:
- diffusion
@@ -2765,9 +1919,6 @@
- text-to-image
- local: optimize-llm
- title: "Optimizing your LLM in production"
- author: patrickvonplaten
- thumbnail: /blog/assets/163_optimize_llm/optimize_llm.png
date: Sep 15, 2023
tags:
- nlp
@@ -2775,10 +1926,7 @@
- LLM
- local: object-detection-leaderboard
- title: "Object Detection Leaderboard"
- author: rafaelpadilla
guest: true
- thumbnail: /blog/assets/object-detection-leaderboard/thumbnail.png
date: September 18, 2023
tags:
- community
@@ -2788,9 +1936,6 @@
- evaluation
- local: gaussian-splatting
- title: "Introduction to 3D Gaussian Splatting"
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail-gaussian-splatting.png
date: September 18, 2023
tags:
- community
@@ -2799,18 +1944,12 @@
- game-dev
- local: rocketmoney-case-study
- title: "Rocket Money x Hugging Face: Scaling Volatile ML Models in Production"
- author: nicokuzak
guest: true
- thumbnail: /blog/assets/78_ml_director_insights/rocketmoney.png
date: September 19, 2023
tags:
- case-studies
- local: inference-pro
- title: "Inference for PROs"
- author: osanseviero
- thumbnail: /blog/assets/inference_pro/thumbnail.png
date: September 22, 2023
tags:
- community
@@ -2821,9 +1960,6 @@
- stable-diffusion
- local: llama-sagemaker-benchmark
- title: "Llama 2 on Amazon SageMaker a Benchmark"
- author: philschmid
- thumbnail: /blog/assets/llama_sagemaker_benchmark/thumbnail.jpg
date: September 26, 2023
tags:
- guide
@@ -2832,9 +1968,6 @@
- aws
- local: Llama2-for-non-engineers
- title: "Non-engineers guide: Train a LLaMA 2 chatbot"
- author: 2legit2overfit
- thumbnail: /blog/assets/78_ml_director_insights/tuto.png
date: September 28, 2023
tags:
- guide
@@ -2842,10 +1975,7 @@
- nlp
- local: trl-ddpo
- title: "Finetune Stable Diffusion Models with DDPO via TRL"
- author: metric-space
guest: true
- thumbnail: /blog/assets/166_trl_ddpo/thumbnail.png
date: September 29, 2023
tags:
- guide
@@ -2854,17 +1984,11 @@
- rlhf
- local: ethics-soc-5
- title: "Ethics and Society Newsletter #5: Hugging Face Goes To Washington and Other Summer 2023 Musings"
- author: meg
- thumbnail: /blog/assets/164_ethics-soc-5/thumbnail.png
date: September 29, 2023
tags:
- ethics
- local: ai-comic-factory
- title: "Deploying the AI Comic Factory using the Inference API"
- author: jbilcke-hf
- thumbnail: /blog/assets/165_ai_comic_factory/thumbnail.jpg
date: October 2, 2023
tags:
- guide
@@ -2874,9 +1998,6 @@
- stable-diffusion
- local: chat-templates
- title: "Chat Templates: An End to the Silent Performance Killer"
- author: rocketknight1
- thumbnail: /blog/assets/chat-templates/thumbnail.png
date: October 3, 2023
tags:
- LLM
@@ -2884,9 +2005,6 @@
- community
- local: sdxl_jax
- title: "Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e"
- author: pcuenq
- thumbnail: /blog/assets/sdxl-jax/thumbnail.jpg
date: October 3, 2023
tags:
- sdxl
@@ -2897,9 +2015,6 @@
- google
- local: ort-accelerating-hf-models
- title: "Accelerating over 130,000 Hugging Face models with ONNX Runtime"
- author: sschoenmeyer
- thumbnail: /blog/assets/ort_accelerating_hf_models/thumbnail.png
date: October 4, 2023
tags:
- open-source-collab
@@ -2908,9 +2023,6 @@
- inference
- local: gradio-lite
- title: "Gradio-Lite: Serverless Gradio Running Entirely in Your Browser"
- author: abidlabs
- thumbnail: /blog/assets/167_gradio_lite/thumbnail.png
date: October 19, 2023
tags:
- gradio
@@ -2918,9 +2030,6 @@
- serverless
- local: simple_sdxl_optimizations
- title: "Exploring simple optimizations for SDXL"
- author: sayakpaul
- thumbnail: /blog/assets/simple_sdxl_optimizations/thumbnail.png
date: October 24, 2023
tags:
- diffusers
@@ -2928,9 +2037,6 @@
- sdxl
- local: the_n_implementation_details_of_rlhf_with_ppo
- title: "The N Implementation Details of RLHF with PPO"
- author: vwxyzjn
- thumbnail: /blog/assets/167_the_n_implementation_details_of_rlhf_with_ppo/thumbnail.png
date: October 24, 2023
tags:
- research
@@ -2938,9 +2044,6 @@
- rlhf
- local: inference-endpoints-embeddings
- title: "Deploy Embedding Models with Hugging Face Inference Endpoints"
- author: philschmid
- thumbnail: /blog/assets/168_inference_endpoints_embeddings/thumbnail.jpg
date: October 24, 2023
tags:
- guide
@@ -2949,9 +2052,6 @@
- inference
- local: scalable-data-inspection
- title: "Interactively explore your Huggingface dataset with one line of code"
- author: sps44
- thumbnail: /blog/assets/scalable-data-inspection/thumbnail.png
date: October 25, 2023
tags:
- open-source-collab
@@ -2959,9 +2059,6 @@
- data inspection
- local: personal-copilot
- title: "Personal Copilot: Train Your Own Coding Assistant"
- author: smangrul
- thumbnail: /blog/assets/170_personal_copilot/thumbnail.png
date: October 27, 2023
tags:
- bigcode
@@ -2971,9 +2068,6 @@
- guide
- local: regions
- title: "Introducing Storage Regions on the HF Hub"
- author: julien-c
- thumbnail: /blog/assets/172_regions/thumbnail.png
date: November 3, 2023
tags:
- announcement
@@ -2981,9 +2075,6 @@
- hub
- local: Lora-for-sequence-classification-with-Roberta-Llama-Mistral
- title: "Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama 2, and Mistral for Disaster Tweets Analysis with Lora"
- author: mehdiiraqui
- thumbnail: /blog/assets/Lora-for-sequence-classification-with-Roberta-Llama-Mistral/Thumbnail.png
date: November 7, 2023
tags:
- nlp
@@ -2992,9 +2083,6 @@
- peft
- local: prodigy-hf
- title: "Introducing Prodigy-HF: a direct integration with Hugging Face"
- author: koaning
- thumbnail: /blog/assets/171_prodigy_hf/thumbnail.png
date: November 7, 2023
tags:
- community
@@ -3003,9 +2091,6 @@
- guide
- local: inferentia-llama2
- title: "Make your llama generation time fly with AWS Inferentia2"
- author: dacorvo
- thumbnail: /blog/assets/inferentia-llama2/thumbnail.png
date: November 7, 2023
tags:
- guide
@@ -3014,9 +2099,6 @@
- aws
- local: lcm_lora
- title: "SDXL in 4 steps with Latent Consistency LoRAs"
- author: pcuenq
- thumbnail: /blog/assets/lcm_sdxl/lcm_thumbnail.png
date: November 9, 2023
tags:
- sdxl
@@ -3025,9 +2107,6 @@
- guide
- local: open-llm-leaderboard-drop
- title: "Open LLM Leaderboard: DROP deep dive"
- author: clefourrier
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: December 1, 2023
tags:
- community
@@ -3038,9 +2117,6 @@
- leaderboard
- local: lora-adapters-dynamic-loading
- title: "Goodbye cold boot - how we made LoRA inference 300% faster"
- author: raphael-gl
- thumbnail: /blog/assets/171_load_lora_adapters/thumbnail3.png
date: December 5, 2023
tags:
- diffusers
@@ -3050,9 +2126,6 @@
- stable-diffusion
- local: optimum-nvidia
- title: "Optimum-NVIDIA - Unlock blazingly fast LLM inference in just 1 line of code"
- author: laikh-nvidia
- thumbnail: /blog/assets/optimum_nvidia/hf_nvidia_banner.png
date: December 5, 2023
tags:
- llm
@@ -3062,19 +2135,13 @@
- optimum
- local: setfit-absa
- title: "SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit"
- author: ronenlap
guest: true
- thumbnail: /blog/assets/setfit-absa/intel_hf_logo_2.png
date: December 6, 2023
tags:
- research
- nlp
- local: huggingface-and-optimum-amd
- title: "AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU"
- author: huggingface-team
- thumbnail: /blog/assets/optimum_amd/amd_hf_logo_fixed.png
date: December 5, 2023
tags:
- llm
@@ -3086,9 +2153,6 @@
- text-generation
- local: moe
- title: "Mixture of Experts Explained"
- author: osanseviero
- thumbnail: /blog/assets/moe/thumbnail.png
date: December 11, 2023
tags:
- moe
@@ -3097,9 +2161,6 @@
- guide
- local: mixtral
- title: "Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face"
- author: lewtun
- thumbnail: /blog/assets/mixtral/thumbnail.jpg
date: December 11, 2023
tags:
- mixtral
@@ -3109,9 +2170,6 @@
- transformers
- local: 2023-in-llms
- title: "2023, year of open LLMs"
- thumbnail: /blog/assets/cv_state/thumbnail.png
- author: clefourrier
date: December 18, 2023
tags:
- research
@@ -3120,9 +2178,6 @@
- guide
- local: whisper-speculative-decoding
- title: "Speculative Decoding for 2x Faster Whisper Inference"
- author: sanchit-gandhi
- thumbnail: /blog/assets/whisper-speculative-decoding/thumbnail.png
date: Dec 20, 2023
tags:
- guide
@@ -3130,9 +2185,6 @@
- transformers
- local: sdxl_lora_advanced_script
- title: "LoRA training scripts of the world, unite!"
- author: LinoyTsaban
- thumbnail: /blog/assets/dreambooth_lora_sdxl/thumbnail.png
date: January 2, 2024
tags:
- guide
@@ -3147,10 +2199,7 @@
- sdxl
- local: amused
- title: "Welcome aMUSEd: Efficient Text-to-Image Generation"
- author: Isamu136
guest: true
- thumbnail: /blog/assets/amused/thumbnail.png
date: January 4, 2024
tags:
- guide
@@ -3159,10 +2208,7 @@
- diffusers
- local: unsloth-trl
- title: "Faster fine-tuning using TRL & Unsloth"
- author: danielhanchen
guest: true
- thumbnail: /blog/assets/hf_unsloth/thumbnail.png
date: Jan 10, 2024
tags:
- sft
@@ -3171,10 +2217,7 @@
- qlora
- local: leaderboard-vectara
- title: "A guide to setting up your own Hugging Face leaderboard: an end-to-end example with Vectara's hallucination leaderboard"
- author: ofermend
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_vectara.png
date: Jan 12, 2024
tags:
- leaderboard
@@ -3183,10 +2226,7 @@
- community
- local: sdxl_ort_inference
- title: "Accelerating SD Turbo and SDXL Turbo Inference with ONNX Runtime and Olive"
- author: sschoenmeyer
guest: true
- thumbnail: /blog/assets/optimum_onnxruntime-training/thumbnail.png
date: Jan 15, 2024
tags:
- stable-diffusion
@@ -3197,9 +2237,6 @@
- community
- local: pref-tuning
- title: "Preference Tuning LLMs with Direct Preference Optimization Methods"
- author: kashif
- thumbnail: /blog/assets/pref-tuning/thumbnail.jpg
date: Jan 18, 2024
tags:
- rl
@@ -3208,10 +2245,7 @@
- research
- local: patchtsmixer
- title: "PatchTSMixer in HuggingFace"
- author: ajati
guest: true
- thumbnail: /blog/assets/patchtsmixer/thumbnail.jpeg
date: January 19, 2024
tags:
- guide
@@ -3219,9 +2253,6 @@
- time-series
- local: fine-tune-w2v2-bert
- title: "Fine-Tune W2V2-Bert for low-resource ASR with 🤗 Transformers"
- author: ylacombe
- thumbnail: /blog/assets/fine-tune-w2v2-bert/w2v_thumbnail.png
date: January 19, 2024
tags:
- guide
@@ -3230,9 +2261,6 @@
- low-resource
- local: open-source-llms-as-agents
- title: "Open-source LLMs as LangChain Agents"
- author: m-ric
- thumbnail: /blog/assets/open-source-llms-as-agents/thumbnail_open_source_agents.png
date: January 24, 2024
tags:
- mixtral
@@ -3246,9 +2274,6 @@
- benchmark
- local: gcp-partnership
- title: "Hugging Face and Google partner for open AI collaboration"
- author: jeffboudier
- thumbnail: /blog/assets/173_gcp-partnership/thumbnail.jpg
date: January 25, 2024
tags:
- partnerships
@@ -3256,10 +2281,7 @@
- hardware
- local: leaderboard-decodingtrust
- title: "An Introduction to AI Secure LLM Safety Leaderboard"
- author: danielz01
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_decodingtrust.png
date: January 26, 2024
tags:
- leaderboard
@@ -3268,10 +2290,7 @@
- research
- local: leaderboard-hallucinations
- title: "The Hallucinations Leaderboard, an Open Effort to Measure Hallucinations in Large Language Models"
- author: pminervini
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail.png
date: January 29, 2024
tags:
- leaderboard
@@ -3280,10 +2299,7 @@
- research
- local: intel-starcoder-quantization
- title: "Accelerate StarCoder with 🤗 Optimum Intel on Xeon: Q8/Q4 and Speculative Decoding"
- author: ofirzaf
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: Jan 30, 2024
tags:
- nlp
@@ -3294,9 +2310,6 @@
- community
- local: leaderboard-patronus
- title: "Introducing the Enterprise Scenarios Leaderboard: a Leaderboard for Real World Use Cases"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_patronus.png
- author: sunitha98
guest: true
date: January 31, 2024
tags:
@@ -3305,10 +2318,7 @@
- collaboration
- local: patchtst
- title: "Patch Time Series Transformer in Hugging Face"
- author: namctin
guest: true
- thumbnail: /blog/assets/patchtst/thumbnail.png
date: February 1, 2024
tags:
- guide
@@ -3316,9 +2326,6 @@
- time-series
- local: text-generation-inference-on-inferentia2
- title: "Hugging Face Text Generation Inference available for AWS Inferentia2"
- author: philschmid
- thumbnail: /blog/assets/175_text_generation_inference_on_inferentia2/thumbnail.jpg
date: Feb 1, 2024
tags:
- guide
@@ -3327,9 +2334,6 @@
- llm
- local: constitutional_ai
- title: "Constitutional AI with Open LLMs"
- author: vwxyzjn
- thumbnail: /blog/assets/175_constitutional_ai/thumbnail.png
date: February 1, 2024
tags:
- research
@@ -3338,10 +2342,7 @@
- constitutional-ai
- local: leaderboard-nphardeval
- title: "NPHardEval Leaderboard: Unveiling the Reasoning Abilities of Large Language Models through Complexity Classes and Dynamic Updates"
- author: lizhouf
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_nphardeval.png
date: Feb 2, 2024
tags:
- leaderboard
@@ -3350,10 +2351,7 @@
- research
- local: segmoe
- title: "SegMoE: Segmind Mixture of Diffusion Experts"
- author: Warlord-K
guest: true
- thumbnail: /blog/assets/segmoe/thumbnail.png
date: February 3, 2024
tags:
- text-to-image
@@ -3362,9 +2360,6 @@
- segmoe
- local: tgi-messages-api
- title: "From OpenAI to Open LLMs with Messages API"
- author: andrewrreed
- thumbnail: /blog/assets/tgi-messages-api/thumbnail.jpg
date: Feb 8, 2024
tags:
- guide
@@ -3373,19 +2368,13 @@
- tgi
- local: amd_pervasive_developer_ai_contest
- title: "AMD Pervasive AI Developer Contest!"
- author: guruprasadmp
guest: true
- thumbnail: /blog/assets/amd_pervasive_developer_ai_contest/amd_developer_general_abstract.jpg
date: Feb 14, 2024
tags:
- partner
- amd
- local: synthetic-data-save-costs
- title: "Synthetic data: save money, time and carbon with open source"
- author: MoritzLaurer
- thumbnail: /blog/assets/176_synthetic-data-save-costs/thumbnail.png
date: Feb 16, 2024
tags:
- guide
@@ -3397,9 +2386,6 @@
- autotrain
- local: peft_merging
- title: "🤗 PEFT welcomes new merging methods"
- author: smangrul
- thumbnail: /blog/assets/peft_merging/thumbnail.png
date: Feb 19, 2024
tags:
- guide
@@ -3409,10 +2395,7 @@
- lora
- local: leaderboard-upstage
- title: "Introducing the Open Ko-LLM Leaderboard: Leading the Korean LLM Evaluation Ecosystem"
- author: Chanjun
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_upstage.png
date: Feb 20, 2024
tags:
- leaderboard
@@ -3420,9 +2403,6 @@
- collaboration
- local: gemma
- title: "Welcome Gemma - Google's new open LLM"
- author: philschmid
- thumbnail: /blog/assets/gemma/thumbnail.jpg
date: Feb 21, 2024
tags:
- nlp
@@ -3432,17 +2412,11 @@
- gcp
- local: fetch-eap-case-study
- title: "Fetch Consolidates AI Tools and Saves 30% Development Time with Hugging Face on AWS"
- author: Violette
- thumbnail: /blog/assets/78_ml_director_insights/fetch2.png
date: Feb 23, 2023
tags:
- case-studies
- local: matryoshka
- title: "🪆 Introduction to Matryoshka Embedding Models"
- author: tomaarsen
- thumbnail: /blog/assets/matryoshka/thumbnail.png
date: Feb 23, 2024
tags:
- nlp
@@ -3450,10 +2424,7 @@
- guide
- local: leaderboard-haizelab
- title: "Introducing the Red-Teaming Resistance Leaderboard"
- author: steve-sli
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_haizelab.png
date: Feb 23, 2024
tags:
- leaderboard
@@ -3461,10 +2432,7 @@
- collaboration
- local: gemma-peft
- title: "Fine-Tuning Gemma Models in Hugging Face"
- author: svaibhav
guest: true
- thumbnail: /blog/assets/gemma-peft/thumbnail.png
date: Feb 23, 2024
tags:
- nlp
@@ -3475,9 +2443,6 @@
- peft
- local: watermarking
- title: "AI Watermarking 101: Tools and Techniques"
- author: sasha
- thumbnail: /blog/assets/watermarking/thumbnail.png
date: Feb 26, 2024
tags:
- ethics
@@ -3486,9 +2451,6 @@
- guide
- local: arena-tts
- title: "TTS Arena: Benchmarking Text-to-Speech Models in the Wild"
- thumbnail: /blog/assets/arenas-on-the-hub/thumbnail.png
- author: mrfakename
guest: true
date: Feb 27, 2024
tags:
@@ -3497,9 +2459,6 @@
- collaboration
- local: starcoder2
- title: "StarCoder2 and The Stack v2"
- author: lvwerra
- thumbnail: /blog/assets/177_starcoder2/sc2-banner.png
date: Feb 28, 2024
tags:
- nlp
@@ -3508,10 +2467,7 @@
- LLM
- local: textgen-pipe-gaudi
- title: "Text-Generation Pipeline on Intel® Gaudi® 2 AI Accelerator"
- author: siddjags
guest: true
- thumbnail: /blog/assets/textgen-pipe-gaudi/thumbnail.png
date: Feb 29, 2024
tags:
- habana
@@ -3522,10 +2478,7 @@
- inference
- local: community-datasets
- title: "Data is better together"
- author: davanstrien
guest: true
- thumbnail: /blog/assets/community-datasets/thumbnail.png
date: Mar 4, 2024
tags:
- community
@@ -3534,10 +2487,7 @@
- announcement
- local: leaderboard-contextual
- title: "Introducing ConTextual: How well can your Multimodal model jointly reason over text and image in text-rich scenes?"
- author: rohan598
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_contextual.png
date: Mar 5, 2024
tags:
- leaderboard
@@ -3545,9 +2495,6 @@
- research
- local: websight
- title: "Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset"
- author: HugoLaurencon
- thumbnail: /blog/assets/websight/thumbnail.png
date: Mar 15, 2024
tags:
- nlp
@@ -3556,10 +2503,7 @@
- research
- local: intel-fast-embedding
- title: "CPU Optimized Embeddings with 🤗 Optimum Intel and fastRAG"
- author: peterizsak
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: Mar 15, 2024
tags:
- nlp
@@ -3570,9 +2514,6 @@
- community
- local: quanto-introduction
- title: "quanto: a pytorch quantization toolkit"
- author: dacorvo
- thumbnail: /blog/assets/169_quanto_intro/thumbnail.png
date: March 18, 2024
tags:
- guide
@@ -3581,9 +2522,6 @@
- diffusers
- local: train-dgx-cloud
- title: "Easily Train Models with H100 GPUs on NVIDIA DGX Cloud"
- author: philschmid
- thumbnail: /blog/assets/train-dgx-cloud/thumbnail.jpg
date: March 18, 2024
tags:
- partnerships
@@ -3593,9 +2531,6 @@
- training
- local: galore
- title: "GaLore: Advancing Large Model Training on Consumer-grade Hardware"
- author: Titus-von-Koeller
- thumbnail: /blog/assets/galore_introduction/thumbnail.png
date: March 20, 2024
tags:
- galore
@@ -3604,9 +2539,6 @@
- training
- local: cosmopedia
- title: "Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models"
- author: loubnabnl
- thumbnail: /blog/assets/cosmopedia/thumbnail.png
date: March 20, 2024
tags:
- guide
@@ -3616,9 +2548,6 @@
- community
- local: phi2-intel-meteor-lake
- title: "A Chatbot on your Laptop: Phi-2 on Intel Meteor Lake"
- author: juliensimon
- thumbnail: /blog/assets/phi2-intel-meteor-lake/02.jpg
date: March 20, 2024
tags:
- partnerships
@@ -3626,9 +2555,6 @@
- llm
- local: arena-lighthouz
- title: "Introducing the Chatbot Guardrails Arena"
- thumbnail: /blog/assets/arenas-on-the-hub/thumbnail_lighthouz.png
- author: sonalipnaik
guest: true
date: Mar 21, 2024
tags:
@@ -3637,10 +2563,7 @@
- collaboration
- local: embedding-quantization
- title: "Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval"
- author: aamirshakir
guest: true
- thumbnail: /blog/assets/embedding-quantization/thumbnail.png
date: Mar 22, 2024
tags:
- nlp
@@ -3650,19 +2573,13 @@
- research
- local: noob_intro_transformers
- title: "Total noob’s intro to Hugging Face Transformers"
- author: 2legit2overfit
- thumbnail: /blog/assets/78_ml_director_insights/guide.png
date: March 22, 2024
tags:
- guide
- community
- local: pollen-vision
- title: "Pollen-Vision: Unified interface for Zero-Shot vision models in robotics"
- author: apirrone
guest: true
- thumbnail: /blog/assets/pollen-vision/thumbnail.jpg
date: March 25, 2024
tags:
- robotics
@@ -3670,9 +2587,6 @@
- object-detection
- local: cloudflare-workers-ai
- title: "Bringing serverless GPU inference to Hugging Face users"
- author: philschmid
- thumbnail: /blog/assets/cloudflare-workers-ai/thumbnail.jpg
date: April 2, 2024
tags:
- partnerships
@@ -3681,18 +2595,12 @@
- inference
- local: policy-blog
- title: "Public Policy at Hugging Face"
- author: irenesolaiman
- thumbnail: /blog/assets/policy_docs/policy_blog_thumbnail.png
date: April 8, 2024
tags:
- ethics
- local: setfit-optimum-intel
- title: "Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon"
- author: danielkorat
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: April 3, 2024
tags:
- nlp
@@ -3704,9 +2612,6 @@
- open-source-collab
- local: duckdb-nsql-7b
- title: "Text2SQL using Hugging Face Dataset Viewer API and Motherduck DuckDB-NSQL-7B"
- author: asoria
- thumbnail: /blog/assets/duckdb-nsql-7b/thumbnail.png
date: April 4, 2024
tags:
- guide
@@ -3715,17 +2620,11 @@
- llm
- local: hugging-face-wiz-security-blog
- title: "Hugging Face partners with Wiz Research to Improve AI Security"
- author: JJoe206
- thumbnail: /blog/assets/wiz_security/security.png
date: April 4, 2024
tags:
- security
- local: codegemma
- title: "CodeGemma - an official Google release for code LLMs"
- author: pcuenq
- thumbnail: /blog/assets/codegemma/thumbnail_b.png
date: April 9, 2024
tags:
- nlp
@@ -3735,9 +2634,6 @@
- gcp
- local: google-cloud-model-garden
- title: "Making thousands of open LLMs bloom in the Vertex AI Model Garden"
- author: philschmid
- thumbnail: /blog/assets/173_gcp-partnership/thumbnail.jpg
date: April 10, 2024
tags:
- partnerships
@@ -3745,9 +2641,6 @@
- hardware
- local: vlms
- title: "Vision Language Models Explained"
- author: merve
- thumbnail: /blog/assets/vlms_explained/thumbnail.png
date: April 11, 2024
tags:
- vision
@@ -3757,9 +2650,6 @@
- trl
- local: idefics2
- title: "Introducing Idefics2: A Powerful 8B Vision-Language Model for the community"
- author: Leyo
- thumbnail: /blog/assets/idefics/thumbnail.png
date: April 15, 2024
tags:
- research
@@ -3769,18 +2659,12 @@
- multimodal
- local: ryght-case-study
- title: "Ryght’s Journey to Empower Healthcare and Life Sciences with Expert Support from Hugging Face"
- author: andrewrreed
- thumbnail: /blog/assets/ryght-case-study/thumbnail.png
date: April 16, 2024
tags:
- case-studies
- local: fhe-endpoints
- title: "Running Privacy-Preserving Inference on Hugging Face Endpoints"
- author: binoua
guest: true
- thumbnail: /blog/assets/fhe-endpoints/thumbnail.png
date: April 16, 2024
tags:
- guide
@@ -3789,10 +2673,7 @@
- FHE
- local: leaderboard-livecodebench
- title: "Introducing the LiveCodeBench Leaderboard - Holistic and Contamination-Free Evaluation of Code LLMs"
- author: StringChaos
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail.png
date: Apr 16, 2024
tags:
- leaderboard
@@ -3801,9 +2682,6 @@
- community
- local: gradio-reload
- title: "AI Apps in a Flash with Gradio's Reload Mode"
- author: freddyaboulton
- thumbnail: /blog/assets/gradio-reload/thumbnail_compressed.png
date: April 16, 2024
tags:
- gradio
@@ -3812,10 +2690,7 @@
- demo
- local: leaderboard-medicalllm
- title: "The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare"
- author: aaditya
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_medicalllm.png
date: Apr 19, 2024
tags:
- leaderboard
@@ -3823,9 +2698,6 @@
- research
- local: llama3
- title: "Welcome Llama 3 - Meta's new open LLM"
- author: philschmid
- thumbnail: /blog/assets/llama3/thumbnail.jpg
date: April 18, 2024
tags:
- nlp
@@ -3834,9 +2706,6 @@
- LLM
- local: jat
- title: "Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent"
- author: qgallouedec
- thumbnail: /blog/assets/jat/thumbnail.png
date: April 22, 2024
tags:
- imitation
@@ -3845,11 +2714,8 @@
- generalist
- local: leaderboard-cot
- title: "Introducing the Open Chain of Thought Leaderboard"
- author: ggbetz
guest: true
org: logikon
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_cot.png
date: Apr 23, 2024
tags:
- leaderboard
@@ -3858,9 +2724,6 @@
- community
- local: sc2-instruct
- title: "StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation"
- thumbnail: /blog/assets/sc2-instruct/sc2-instruct-banner.png
- author: yuxiang630
guest: true
date: Apr 29, 2024
tags:
@@ -3870,10 +2733,7 @@
- LLM
- local: evaluation-structured-outputs
- title: "Improving Prompt Consistency with Structured Generations"
- author: willkurt
guest: true
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: Apr 30, 2024
tags:
- evaluation
@@ -3882,9 +2742,6 @@
- leaderboard
- local: asr-diarization
- title: "Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints"
- author: sergeipetrov
- thumbnail: /blog/assets/asr-diarization/thumbnail.png
date: May 1, 2024
tags:
- audio
@@ -3892,9 +2749,6 @@
- inference
- local: leaderboard-artificial-analysis
- title: "Bringing the Artificial Analysis LLM Performance Leaderboard to Hugging Face"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_artificialanalysis.png
- author: mhillsmith
guest: true
date: May 3, 2024
tags:
@@ -3904,9 +2758,6 @@
- community
- local: leaderboard-hebrew
- title: "Introducing the Open Leaderboard for Hebrew LLMs!"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_hebrew.png
- author: Shaltiel
guest: true
date: May 05, 2024
tags:
@@ -3916,9 +2767,6 @@
- LLM
- local: cost-efficient-rag-applications-with-intel
- title: "Building Cost-Efficient Enterprise RAG applications with Intel Gaudi 2 and Intel Xeon"
- author: juliensimon
- thumbnail: /blog/assets/cost_efficient_rag_applications_with_intel/main.jpg
date: May 9, 2024
tags:
- partnerships
@@ -3926,9 +2774,6 @@
- llm
- local: enterprise-hub-aws-marketplace
- title: "Subscribe to Enterprise Hub with your AWS Account"
- author: jeffboudier
- thumbnail: /blog/assets/158_aws_marketplace/thumbnail.jpg
date: May 9, 2024
tags:
- guide
@@ -3937,9 +2782,6 @@
- aws
- local: agents
- title: "License to Call: Introducing Transformers Agents 2.0"
- thumbnail: /blog/assets/agents/thumbnail.png
- author: m-ric
date: May 13, 2024
tags:
- nlp
@@ -3954,9 +2796,6 @@
- benchmark
- local: leaderboard-arabic
- title: "Introducing the Open Arabic LLM Leaderboard"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_arabic.png
- author: alielfilali01
guest: true
date: May 14, 2024
tags:
@@ -3966,9 +2805,6 @@
- LLM
- local: langchain
- title: "Hugging Face x LangChain : A new partner package in LangChain"
- author: jofthomas
- thumbnail: /blog/assets/langchain_huggingface/thumbnail.png
date: May 14, 2024
tags:
- collaboration
@@ -3977,9 +2813,6 @@
- llm
- local: paligemma
- title: "PaliGemma – Google's Cutting-Edge Open Vision Language Model"
- thumbnail: /blog/assets/paligemma/Paligemma.png
- author: merve
date: May 14, 2024
tags:
- multimodal
@@ -3987,9 +2820,6 @@
- vision
- local: microsoft-collaboration
- title: "From cloud to developers: Hugging Face and Microsoft Deepen Collaboration"
- thumbnail: /blog/assets/microsoft-collaboration/thumbnail.jpg
- author: jeffboudier
date: May 21, 2024
tags:
- cloud
@@ -3997,9 +2827,6 @@
- partnership
- local: huggingface-amd-mi300
- title: "Hugging Face on AMD Instinct MI300 GPU"
- thumbnail: /blog/assets/optimum_amd/amd_hf_logo_fixed.png
- author: mfuntowicz
date: May 21, 2024
tags:
- llm
@@ -4011,9 +2838,6 @@
- text-generation
- local: dell-enterprise-hub
- title: "Build AI on premise with Dell Enterprise Hub"
- thumbnail: /blog/assets/dell-enterprise-hub/thumbnail.jpg
- author: jeffboudier
date: May 21, 2024
tags:
- announcement
@@ -4023,9 +2847,6 @@
- partnerships
- local: spaces-dev-mode
- title: "Introducing Spaces Dev Mode for a seamless developer experience"
- thumbnail: /blog/assets/spaces-dev-mode/thumbnail.png
- author: pagezyhf
date: May 21, 2024
tags:
- spaces
@@ -4033,9 +2854,6 @@
- partnership
- local: inferentia-inference-endpoints
- title: "Deploy models on AWS Inferentia2 from Hugging Face"
- thumbnail: /blog/assets/inferentia-inference-endpoints/thumbnail.jpg
- author: philschmid
date: May 22, 2024
tags:
- cloud
@@ -4044,9 +2862,6 @@
- optimum
- local: kv-cache-quantization
- title: "Unlocking Longer Generation with Key-Value Cache Quantization"
- thumbnail: /blog/assets/kv_cache_quantization/thumbnail.png
- author: RaushanTurganbay
date: May 16, 2024
tags:
- generation
@@ -4054,9 +2869,6 @@
- quantization
- local: leaderboard-llamaguard
- title: "CyberSecEval 2 - A Comprehensive Evaluation Framework for Cybersecurity Risks and Capabilities of Large Language Models"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_llamaguard.png
- author: r34p3r1321
guest: true
date: May 24, 2024
tags:
@@ -4066,10 +2878,7 @@
- LLM
- local: falcon2-11b
- title: "Falcon 2: An 11B parameter pretrained language model and VLM, trained on over 5000B tokens tokens and 11 languages"
- author: Quent-01
guest: true
- thumbnail: /blog/assets/179_falcon2-11b/thumbnail.jpg
date: May 24, 2024
tags:
- nlp
@@ -4081,9 +2890,6 @@
- open-source
- local: train-sentence-transformers
- title: "Training and Finetuning Embedding Models with Sentence Transformers v3"
- author: tomaarsen
- thumbnail: /blog/assets/train-sentence-transformers/st-hf-thumbnail.png
date: May 28, 2024
tags:
- nlp
@@ -4092,9 +2898,6 @@
- open-source
- local: tgi-benchmarking
- title: "Benchmarking Text Generation Inference"
- thumbnail: /blog/assets/tgi-benchmarking/tgi-benchmarking-thumbnail.png
- author: derek-thomas
date: May 29, 2024
tags:
- LLM
@@ -4103,17 +2906,11 @@
- tgi
- local: space-secrets-disclosure
- title: "Space secrets security update"
- thumbnail: /blog/assets/space-secrets-security-update/space-secrets-security-update.png
- author: huggingface
date: May 31, 2024
tags:
- security
- local: assisted-generation-support-gaudi
- title: "Faster assisted generation support for Intel Gaudi"
- author: haimbarad
- thumbnail: /blog/assets/assisted-generation-support-gaudi/thumbnail.png
date: June 4, 2024
tags:
- partnerships
@@ -4121,17 +2918,11 @@
- hardware
- local: npc-gigax-cubzh
- title: "Introducing NPC-Playground, a 3D playground to interact with LLM-powered NPCs"
- thumbnail: /blog/assets/181_npc-gigax-cubzh/thumbnail.png
- author: ThomasSimonini
date: June 5, 2024
tags:
- game-dev
- local: leaderboard-artificial-analysis2
- title: "Launching the Artificial Analysis Text to Image Leaderboard & Arena"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_artificialanalysis.png
- author: mhillsmith
guest: true
date: Jun 6, 2024
tags:
@@ -4141,9 +2932,6 @@
- community
- local: sagemaker-huggingface-embedding
- title: "Introducing the Hugging Face Embedding Container for Amazon SageMaker"
- thumbnail: /blog/assets/sagemaker-huggingface-embedding/thumbnail.jpg
- author: philschmid
date: Jun 7, 2024
tags:
- cloud
@@ -4152,18 +2940,12 @@
- guide
- local: transformers-docs-redesign
- title: "Making sense of this mess"
- thumbnail: /blog/assets/transformers-docs-redesign/thumbnail.png
- author: stevhliu
date: June 7, 2024
tags:
- community
- open-source
- local: putting_rl_back_in_rlhf_with_rloo
- title: "Putting RL back in RLHF"
- thumbnail: /blog/assets/putting_rl_back_in_rlhf_with_rloo/thumbnail.png
- author: vwxyzjn
date: June 12, 2024
tags:
- research
@@ -4171,9 +2953,6 @@
- rlhf
- local: sd3
- title: "🧨 Diffusers welcomes Stable Diffusion 3"
- author: diffusers
- thumbnail: /blog/assets/sd3/thumbnail.png
date: June 12, 2024
tags:
- diffusers
@@ -4181,9 +2960,6 @@
- sd3
- local: deepspeed-to-fsdp-and-back
- title: "From DeepSpeed to FSDP and Back Again with Hugging Face Accelerate"
- thumbnail: /blog/assets/deepspeed-to-fsdp-and-back/thumbnail.png
- author: muellerzr
date: June 13, 2024
tags:
- open-source
@@ -4192,9 +2968,6 @@
- collaboration
- local: leaderboard-bigcodebench
- title: "BigCodeBench: Benchmarking Large Language Models on Solving Practical and Challenging Programming Tasks"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_bigcode.png
- author: terryyz
guest: true
date: Jun 18, 2024
tags:
@@ -4204,17 +2977,11 @@
- community
- local: prezi-case-study
- title: "Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap"
- author: Violette
- thumbnail: /blog/assets/70_sempre_health/thumbnailprezi.jpg
date: June 19, 2024
tags:
- case-studies
- local: dibt
- title: "Data Is Better Together: A Look Back and Forward"
- thumbnail: /blog/assets/dibt/thumbnail.png
- author: sdiazlor
date: Jun 20, 2024
tags:
- collaboration
@@ -4222,17 +2989,11 @@
- open-source
- local: ethics-soc-6
- title: "Ethics and Society Newsletter #6: Building Better AI: The Importance of Data Quality"
- thumbnail: /blog/assets/182_ethics-soc-6/thumbnail.png
date: June 24, 2024
tags:
- ethics
- author: evijit
- local: finetune-florence2
- title: "Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models"
- thumbnail: /blog/assets/182_finetune-florence/thumbnail.png
- author: andito
date: Jun 24, 2024
tags:
- collaboration
@@ -4241,17 +3002,11 @@
- research
- local: xlscout-case-study
- title: "XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with Expert Support from Hugging Face"
- author: andrewrreed
- thumbnail: /blog/assets/xlscout-case-study/thumbnail.png
date: June 25, 2024
tags:
- case-studies
- local: gemma2
- title: "Welcome Gemma 2 - Google's new open LLM"
- author: philschmid
- thumbnail: /blog/assets/gemma2/thumbnail.jpg
date: June 27, 2024
tags:
- nlp
@@ -4261,9 +3016,6 @@
- gcp
- local: beating-gaia
- title: "Our Transformers Code Agent beats the GAIA benchmark!"
- author: m-ric
- thumbnail: /blog/assets/beating-gaia/thumbnail.jpeg
date: July 1, 2024
tags:
- agents
@@ -4274,9 +3026,6 @@
- leaderboard
- local: intel-protein-language-model-protst
- title: "Accelerating Protein Language Model ProtST on Intel Gaudi 2"
- author: juliensimon
- thumbnail: /blog/assets/intel-protein-language-model-protst/01.jpeg
date: July 3, 2024
tags:
- partnerships
@@ -4284,25 +3033,16 @@
- llm
- local: datasets-filters
- title: "Announcing New Dataset Search Features"
- author: lhoestq
- thumbnail: /blog/assets/datasets-filters/thumbnail.png
date: Jul 8, 2024
tags:
- datasets
- local: sovereign-data-solution-case-study
- title: "Banque des Territoires (CDC Group) x Polyconseil x Hugging Face: Enhancing a Major French Environmental Program with a Sovereign Data Solution"
- author: florentgbelidji
- thumbnail: /blog/assets/78_ml_director_insights/cdc_poly_hf.png
date: July 9, 2024
tags:
- case-studies
- local: tpu-inference-endpoints-spaces
- title: "Google Cloud TPUs made available to Hugging Face users"
- thumbnail: /blog/assets/tpu-inference-endpoints-spaces/thumbnail.png
- author: pagezyhf
date: July 9, 2024
tags:
- partnerships
@@ -4312,9 +3052,6 @@
- hardware
- local: dpo_vlm
- title: "Preference Optimization for Vision Language Models"
- author: qgallouedec
- thumbnail: /blog/assets/dpo_vlm/thumbnail.png
date: July 10, 2024
tags:
- vlm
@@ -4324,27 +3061,18 @@
- dpo
- local: presidio-pii-detection
- title: "Experimenting with Automatic PII Detection on the Hub using Presidio"
- author: lhoestq
- thumbnail: /blog/assets/presidio-pii-detection/thumbnail.png
date: Jul 10, 2024
tags:
- datasets
- pii
- local: keras-hub-integration
- title: "Announcing New Hugging Face and KerasHub integration"
- thumbnail: /blog/assets/keras-hub-integration/thumbnail.png
- author: ariG23498
date: Jul 10, 2024
tags:
- open-source-collab
- nlp
- local: winning-aimo-progress-prize
- title: "How NuminaMath Won the 1st AIMO Progress Prize"
- author: yfleureau
- thumbnail: /blog/assets/winning-aimo-progress-prize/thumbnail.png
date: July 11, 2024
tags:
- ai4math
@@ -4355,9 +3083,6 @@
- open-science-collab
- local: argilla-chatbot
- title: "How we leveraged distilabel to create an Argilla 2.0 Chatbot"
- thumbnail: /blog/assets/argilla-chatbot/thumbnail.png
- author: plaguss
date: Jul 16, 2024
tags:
- nlp
@@ -4367,9 +3092,6 @@
- apps
- local: smollm
- title: "SmolLM - blazingly fast and remarkably powerful"
- author: loubnabnl
- thumbnail: /blog/assets/smollm/banner.png
date: July 16, 2024
tags:
- llm
@@ -4380,9 +3102,6 @@
- community
- local: multi-lora-serving
- title: "TGI Multi-LoRA: Deploy Once, Serve 30 Models"
- author: derek-thomas
- thumbnail: /blog/assets/multi-lora-serving/thumbnail.png
date: Jul 18, 2024
tags:
- nlp
@@ -4394,9 +3113,6 @@
- guide
- local: docmatix
- title: "Docmatix - a huge dataset for Document Visual Question Answering"
- thumbnail: /blog/assets/183_docmatix/thumbnail_new.png
- author: andito
date: Jul 18, 2024
tags:
- community
@@ -4409,9 +3125,6 @@
- research
- local: mistral-coreml
- title: "WWDC 24: Running Mistral 7B with Core ML"
- thumbnail: /blog/assets/mistral-coreml/thumbnail.png
- author: FL33TW00D-HF
date: Jul 22, 2024
tags:
- coreml
@@ -4421,9 +3134,6 @@
- wwdc
- local: llama31
- title: "Llama 3.1 - 405B, 70B & 8B with multilinguality and long context"
- author: philschmid
- thumbnail: /blog/assets/llama31/thumbnail.jpg
date: July 23, 2024
tags:
- nlp
@@ -4432,9 +3142,6 @@
- LLM
- local: zero-shot-vqa-docmatix
- title: "LAVE: Zero-shot VQA Evaluation on Docmatix with LLMs - Do We Still Need Fine-Tuning?"
- author: danaaubakirova
- thumbnail: /blog/assets/184_zero_shot_docmatix/thumb.001.jpeg
date: Jul 25, 2024
tags:
- community
@@ -4446,9 +3153,6 @@
- research
- local: inference-dgx-cloud
- title: "Serverless Inference with Hugging Face and NVIDIA NIMs"
- author: philschmid
- thumbnail: /blog/assets/train-dgx-cloud/thumbnail.jpg
date: July 29, 2024
tags:
- partnerships
@@ -4458,9 +3162,6 @@
- inference
- local: quanto-diffusers
- title: "Memory-efficient Diffusion Transformers with Quanto and Diffusers"
- author: sayakpaul
- thumbnail: /blog/assets/quanto-diffusers/thumbnail.png
date: July 30, 2024
tags:
- diffusers
@@ -4468,9 +3169,6 @@
- diffusion-transformers
- local: gemma-july-update
- title: "Google releases Gemma 2 2B, ShieldGemma and Gemma Scope"
- author: Xenova
- thumbnail: /blog/assets/gemma-july-update/thumbnail.jpg
date: July 31, 2024
tags:
- nlp
@@ -4480,9 +3178,6 @@
- gcp
- local: doc_aug_hf_alb
- title: "Introducing TextImage Augmentation for Document Images"
- author: danaaubakirova
- thumbnail: /blog/assets/185_albumentations/thumbnail.png
date: Aug 6, 2024
tags:
- document ai
@@ -4492,18 +3187,12 @@
- research
- local: 2024-security-features
- title: 2024 Security Feature Highlights
- author: jack-kumar
- thumbnail: /blog/assets/2024-security-features/thumbnail.png
date: August 6, 2024
tags:
- security
- enterprise
- local: xethub-joins-hf
- title: "XetHub is joining Hugging Face!"
- author: julien-c
- thumbnail: /blog/assets/xethub-joins-hf/thumbnail.png
date: August 8, 2024
tags:
- announcement
@@ -4512,9 +3201,6 @@
- xet
- local: unified-tool-use
- title: "Tool Use, Unified"
- author: rocketknight1
- thumbnail: /blog/assets/unified-tool-use/thumbnail.png
date: August 12, 2024
tags:
- LLM
@@ -4522,10 +3208,7 @@
- community
- local: falconmamba
- title: "Welcome FalconMamba: The first strong attention-free 7B model "
guest: true
- author: JingweiZuo
- thumbnail: /blog/assets/falconmamba/thumbnail.png
date: August 12, 2024
tags:
- nlp
@@ -4535,9 +3218,6 @@
- Mamba
- local: introduction-to-ggml
- title: "Introduction to ggml"
- author: ngxson
- thumbnail: /blog/assets/introduction-to-ggml/cover.jpg
date: August 13, 2024
tags:
- guide
@@ -4545,9 +3225,6 @@
- ggml
- local: infini-attention
- title: "A failed experiment: Infini-Attention, and why we should keep trying?"
- author: neuralink
- thumbnail: /blog/assets/185_infini_attention/infini_attention_thumbnail.png
date: August 14, 2024
tags:
- long-context
@@ -4555,9 +3232,6 @@
- memory-compression
- local: llama31-on-vertex-ai
- title: "Deploy Meta Llama 3.1 405B on Google Cloud Vertex AI"
- author: alvarobartt
- thumbnail: /blog/assets/llama31-on-vertex-ai/thumbnail.png
date: August 19, 2024
tags:
- nlp
@@ -4566,9 +3240,6 @@
- vertex
- local: packing-with-FA2
- title: "Improving Hugging Face Training Efficiency Through Packing with Flash Attention"
- author: lwtr
- thumbnail: /blog/assets/packing-with-FA2/thumbnail.png
date: August 21, 2024
tags:
- padding
@@ -4576,9 +3247,6 @@
- Flash Attention 2
- local: unsung-heroes
- title: "The 5 Most Under-Rated Tools on Hugging Face"
- author: derek-thomas
- thumbnail: /blog/assets/unsung-heroes/new-thumbnail.png
date: August 22, 2024
tags:
- hub
@@ -4593,9 +3261,6 @@
- guide
- local: video-encoding
- title: "Scaling robotics datasets with video encoding"
- author: aliberts
- thumbnail: /blog/assets/video-encoding/thumbnail.png
date: August 27, 2024
tags:
- video
@@ -4603,9 +3268,6 @@
- robotics
- local: trufflesecurity-partnership
- title: "Hugging Face partners with TruffleHog to Scan for Secrets"
- author: mcpotato
- thumbnail: /blog/assets/trufflesecurity-partnership/thumbnail.png
date: September 4, 2024
tags:
- hub
@@ -4613,17 +3275,11 @@
- security
- local: accelerate-v1
- title: "Accelerate 1.0.0"
- author: muellerzr
- thumbnail: /blog/assets/186_accelerate_v1/accelerate_v1_thumbnail.png
date: September 13, 2024
tags:
- guide
- local: community-tools
- title: "Introducing Community Tools on HuggingChat"
- author: nsarrazin
- thumbnail: /blog/assets/community-tools/thumbnail.png
date: September 16, 2024
tags:
- huggingchat
@@ -4631,9 +3287,6 @@
- community
- local: sql-console
- title: "Introducing the SQL Console on Datasets"
- author: cfahlgren1
- thumbnail: /blog/assets/sql_console/thumbnail.png
date: September 17, 2024
tags:
- datasets
@@ -4641,9 +3294,6 @@
- duckdb
- local: 1_58_llm_extreme_quantization
- title: "Fine-tuning LLMs to 1.58bit: extreme quantization made easy"
- author: medmekk
- thumbnail: /blog/assets/1_58_llm_extreme_quantization/thumbnail.png
date: September 18, 2024
tags:
- nlp
@@ -4651,9 +3301,6 @@
- community
- local: deploy-with-openvino
- title: "Optimize and deploy models with Optimum-Intel and OpenVINO GenAI"
- author: AlexKoff88
- thumbnail: /blog/assets/deploy-with-openvino/openvino_genai_workflow.png
date: September 20, 2024
tags:
- intel
@@ -4662,18 +3309,12 @@
- inference
- local: daily-papers
- title: "Exploring the Daily Papers Page on Hugging Face"
- author: AdinaY
- thumbnail: /blog/assets/daily-papers/thumbnail.png
date: September 23, 2024
tags:
- research
- community
- local: fine-video
- title: "FineVideo: behind the scenes"
- author: mfarre
- thumbnail: /blog/assets/186_fine_video/thumbnail.png
date: September 23, 2024
tags:
- video
@@ -4681,9 +3322,6 @@
- multimodal
- local: llama32
- title: "Llama can now see and run on your device - welcome Llama 3.2"
- author: merve
- thumbnail: /blog/assets/llama32/thumbnail.jpg
date: September 25, 2024
tags:
- multimodal
@@ -4693,9 +3331,6 @@
- vision
- local: vertex-colored-to-textured-mesh
- title: "Converting Vertex-Colored Meshes to Textured Meshes"
- author: dylanebert
- thumbnail: /blog/assets/vertex-colored-to-textured-mesh/thumbnail.png
date: September 30, 2024
tags:
- vision
@@ -4704,9 +3339,6 @@
- tutorial
- local: benczechmark
- title: "🇨🇿 BenCzechMark - Can your LLM Understand Czech?"
- author: mfajcik
- thumbnail: /blog/assets/187_benczechmark/thumbnail.png
date: October 1, 2024
tags:
- nlp
@@ -4715,19 +3347,13 @@
- LLM
- local: chinese-ai-expansion
- title: "A Short Summary of Chinese AI Global Expansion"
- author: AdinaY
- thumbnail: /blog/assets/chinese-ai-expansion/thumbnail.png
date: October 3, 2024
tags:
- research
- community
- local: leaderboard-finbench
- title: "Introducing the Open FinLLM Leaderboard"
- author: QianqianXie1994
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_finbench.png
date: Oct 4, 2024
tags:
- leaderboard
@@ -4735,9 +3361,6 @@
- community
- local: improve_parquet_dedupe
- title: "Improving Parquet Dedupe on Hugging Face Hub"
- author: yuchenglow
- thumbnail: /blog/assets/improve_parquet_dedupe/thumbnail.png
date: October 5, 2024
tags:
- parquet
@@ -4746,19 +3369,13 @@
- xet
- local: dynamic_speculation_lookahead
- title: "Faster Assisted Generation with Dynamic Speculation"
- author: jmamou
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: October 8, 2024
tags:
- research
- nlp
- local: dask-scaling
- title: "Scaling AI-based Data Processing with Hugging Face + Dask"
- author: scj13
- thumbnail: /blog/assets/dask-scaling/thumbnail.png
date: October 9, 2024
tags:
- nlp
@@ -4766,9 +3383,6 @@
- datasets
- local: gradio-5
- title: "Welcome, Gradio 5"
- author: abidlabs
- thumbnail: /blog/assets/gradio-5/thumbnail.png
date: October 9, 2024
tags:
- gradio
@@ -4776,9 +3390,6 @@
- open-source
- local: gradio-5-security
- title: "A Security Review of Gradio 5"
- author: abidlabs
- thumbnail: /blog/assets/gradio-5-security/thumbnail.png
date: October 10, 2024
tags:
- gradio
@@ -4787,9 +3398,6 @@
- security
- local: huggingface-amd-turin
- title: "Introducing the AMD 5th Gen EPYC™ CPU"
- author: huggingface-team
- thumbnail: /blog/assets/optimum_amd/amd_hf_logo_fixed.png
date: October 10, 2024
tags:
- llm
@@ -4801,9 +3409,6 @@
- text-generation
- local: gradient_accumulation
- title: "Fixing Gradient Accumulation"
- author: lysandre
- thumbnail: /blog/assets/gradient_accumulation/gradient_accumulation.png
date: October 16, 2024
tags:
- transformers
@@ -4811,9 +3416,6 @@
- gradient_accumulation
- local: keras-llama-32
- title: "Llama 3.2 in Keras"
- author: martin-gorner
- thumbnail: /blog/assets/keras-llama-32/thumbnail.jpg
date: October 21, 2024
tags:
- keras
@@ -4821,9 +3423,6 @@
- open-source
- local: s2s_endpoint
- title: "Deploying Speech-to-Speech on Hugging Face"
- author: andito
- thumbnail: /blog/assets/s2s_endpoint/thumbnail.png
date: October 22, 2024
tags:
- audio
@@ -4832,9 +3431,6 @@
- inference-endpoints
- local: outlines-core
- title: "Releasing Outlines-core 0.1.0: structured generation in Rust and Python"
- thumbnail: /blog/assets/outlines-core/thumbnail.png
- author: erikkaum
date: October 22, 2024
tags:
- structured generation
@@ -4842,9 +3438,6 @@
- open-source
- local: sd3-5
- title: "🧨 Diffusers welcomes Stable Diffusion 3.5 Large"
- author: diffusers
- thumbnail: /blog/assets/sd3-5/thumbnail.png
date: October 22, 2024
tags:
- diffusers
@@ -4852,9 +3445,6 @@
- sd3-5
- local: transformersjs-v3
- title: "Transformers.js v3: WebGPU support, new models & tasks, and more…"
- author: Xenova
- thumbnail: /blog/assets/transformersjs-v3/thumbnail.png
date: October 22, 2024
tags:
- announcement
@@ -4864,9 +3454,6 @@
- webgpu
- local: cinepile2
- title: "CinePile 2.0 - making stronger datasets with adversarial refinement"
- author: mfarre
- thumbnail: /blog/assets/188_cinepile2/thumbnail.png
date: October 23, 2024
tags:
- video
@@ -4874,9 +3461,6 @@
- multimodal
- local: hugs
- title: "Introducing HUGS - Scale your AI with Open Models"
- author: philschmid
- thumbnail: /blog/assets/hugs/thumbnail.jpg
date: October 23, 2024
tags:
- announcement
@@ -4891,9 +3475,6 @@
- multimodal
- local: synthid-text
- title: "Introducing SynthID Text"
- author: sumedhghaisas
- thumbnail: /blog/assets/synthid-text/thumbnail.png
date: October 23, 2024
tags:
- announcement
@@ -4903,9 +3484,6 @@
- open-source
- local: aya-expanse
- title: "A Deepdive into Aya Expanse: Advancing the Frontier of Multilinguality"
- author: johndang-cohere
- thumbnail: /blog/assets/aya-expanse/thumbnail.jpg
date: October 24, 2024
tags:
- announcement
@@ -4915,9 +3493,6 @@
- open-source
- local: protectai
- title: "Hugging Face Teams Up with Protect AI: Enhancing Model Security for the Community"
- author: mcpotato
- thumbnail: /blog/assets/protectai/thumbnail.png
date: October 22, 2024
tags:
- hub
@@ -4925,9 +3500,6 @@
- security
- local: digital-green-llm-judge
- title: "Expert Support case study: Bolstering a RAG app with LLM-as-a-Judge"
- author: m-ric
- thumbnail: /blog/assets/digital-green-llm-judge/thumbnail.png
date: October 28, 2024
tags:
- RAG
@@ -4937,10 +3509,7 @@
- case-studies
- local: universal_assisted_generation
- title: "Universal Assisted Generation: Faster Decoding with Any Assistant Model"
- author: danielkorat
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: October 29, 2024
tags:
- research
@@ -4949,9 +3518,6 @@
- collaboration
- local: argilla-ui-hub
- title: "Argilla 2.4: Easily Build Fine-Tuning and Evaluation datasets on the Hub — No Code Required"
- author: nataliaElv
- thumbnail: /blog/assets/argilla-ui-hub/thumbnail.png
date: November 4, 2024
tags:
- hub
@@ -4961,9 +3527,6 @@
- human feedback
- local: pycharm-integration
- title: "Hugging Face + PyCharm"
- author: rocketknight1
- thumbnail: /blog/assets/pycharm-integration/thumbnail.png
date: November 5, 2024
tags:
- announcement
@@ -4972,9 +3535,6 @@
- collaboration
- local: researcher-dataset-sharing
- title: "Share your open ML datasets on Hugging Face Hub!"
- author: davanstrien
- thumbnail: /blog/assets/researcher-dataset-sharing/thumbnail.png
date: November 12, 2024
tags:
- community
@@ -4983,9 +3543,6 @@
- guide
- local: eu-ai-act-for-oss-developers
- title: "Open Source Developers Guide to the EU AI Act"
- author: brunatrevelin
- thumbnail: /blog/assets/189_eu-ai-act-for-oss-developers/thumbnail.png
date: December 2, 2024
tags:
- policy
@@ -4993,9 +3550,6 @@
- ethics
- local: arena-atla
- title: "Judge Arena: Benchmarking LLMs as Evaluators"
- thumbnail: /blog/assets/arenas-on-the-hub/thumbnail_atla.png
- author: kaikaidai
guest: true
date: Nov 19, 2024
tags:
@@ -5006,10 +3560,7 @@
- evaluation
- local: leaderboard-japanese
- title: "Introduction to the Open Leaderboard for Japanese LLMs"
- author: akimfromparis
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_japanese.png
date: November 20, 2024
tags:
- community
@@ -5020,9 +3571,6 @@
- collaboration
- local: layerskip
- title: "Faster Text Generation with Self-Speculative Decoding"
- author: ariG23498
- thumbnail: /blog/assets/layerskip/thumbnail.png
date: November 20, 2024
tags:
- research
@@ -5031,9 +3579,6 @@
- collaboration
- local: from-files-to-chunks
- title: "From Files to Chunks: Improving Hugging Face Storage Efficiency"
- author: jsulz
- thumbnail: /blog/assets/from-files-to-chunks/thumbnail.png
date: November 20, 2024
tags:
- dedupe
@@ -5042,10 +3587,7 @@
- xet
- local: debate
- title: "Letting Large Models Debate: The First Multilingual LLM Debate Competition"
- author: xuanricheng
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_flageval.png
date: November 20, 2024
tags:
- community
@@ -5056,9 +3598,6 @@
- collaboration
- local: designing-positional-encoding
- title: "You could have designed state of the art positional encoding"
- author: FL33TW00D-HF
- thumbnail: /blog/assets/designing-positional-encoding/thumbnail_posenc.png
date: November 25, 2024
tags:
- research
@@ -5066,9 +3605,6 @@
- tutorial
- local: smolvlm
- title: "SmolVLM - small yet mighty Vision Language Model"
- author: andito
- thumbnail: /blog/assets/smolvlm/banner.png
date: November 26, 2024
tags:
- multimodal
@@ -5079,9 +3615,6 @@
- trl
- local: rearchitecting-uploads-and-downloads
- title: "Rearchitecting Hugging Face Uploads and Downloads"
- author: jsulz
- thumbnail: /blog/assets/rearchitecting-uploads-and-downloads/thumbnail.png
date: November 26, 2024
tags:
- dedupe
@@ -5091,9 +3624,6 @@
- xet
- local: cfm-case-study
- title: "Investing in Performance: Fine-tune small models with LLM insights - a CFM case study"
- author: florentgbelidji
- thumbnail: /blog/assets/cfm-case-study/blogpost_cfm.png
date: December 3, 2024
tags:
- llm
@@ -5102,10 +3632,7 @@
- case-studies
- local: leaderboard-3c3h-aragen
- title: "Rethinking LLM Evaluation with 3C3H: AraGen Benchmark and Leaderboard"
- author: alielfilali01
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_3c3h_aragen.png
date: December 04, 2024
tags:
- leaderboard
@@ -5115,9 +3642,6 @@
- research
- local: keras-chatbot-arena
- title: "How good are LLMs at fixing their mistakes? A chatbot arena experiment with Keras and TPUs"
- author: martin-gorner
- thumbnail: /blog/assets/keras-chatbot-arena/thumbnail.png
date: December 5, 2024
tags:
- keras
@@ -5127,9 +3651,6 @@
- open-source
- local: paligemma2
- title: "Welcome PaliGemma 2 – New vision language models by Google"
- author: merve
- thumbnail: /blog/assets/paligemma/Paligemma2.png
date: December 05, 2024
tags:
- multimodal
@@ -5140,9 +3661,6 @@
- research
- local: image-preferences
- title: "Open Preference Dataset for Text-to-Image Generation by the 🤗 Community"
- author: davidberenstein1957
- thumbnail: /blog/assets/image_preferences/thumbnail.png
date: December 09, 2024
tags:
- text-to-image
@@ -5154,9 +3672,6 @@
- distilabel
- local: bedrock-marketplace
- title: "Hugging Face models in Amazon Bedrock"
- author: pagezyhf
- thumbnail: /blog/assets/bedrock-marketplace/thumbnail.png
date: December 09, 2024
tags:
- aws
@@ -5165,10 +3680,7 @@
- bedrock
- local: lematerial
- title: "LeMaterial: an open source initiative to accelerate materials discovery and research"
- author: AlexDuvalinho
guest: true
- thumbnail: /blog/assets/lematerial/thumbnail_lematerial.png
date: December 10, 2024
tags:
- community
@@ -5176,9 +3688,6 @@
- science
- local: synthetic-data-generator
- title: "Introducing the Synthetic Data Generator - Build Datasets with Natural Language"
- author: davidberenstein1957
- thumbnail: /blog/assets/synthetic-data-generator/_thumbnail.png
date: December 16, 2024
tags:
- synthetic
@@ -5187,9 +3696,6 @@
- distilabel
- local: intel-gcp-c4
- title: "Benchmarking Language Model Performance on 5th Gen Xeon at GCP"
- author: MatrixYao
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: December 17, 2024
tags:
- hardware
@@ -5199,9 +3705,6 @@
- benchmark
- local: falcon3
- title: "Welcome the Falcon 3 Family of Open Models!"
- author: ariG23498
- thumbnail: /blog/assets/falcon3/thumbnail.png
date: December 17, 2024
tags:
- nlp
@@ -5210,10 +3713,7 @@
- research
- local: bamba
- title: "Bamba: Inference-Efficient Hybrid Mamba2 Model"
- author: rganti
guest: true
- thumbnail: /blog/assets/bamba/bamba_thumbnail.png
date: Dec 18, 2024
tags:
- research
@@ -5222,10 +3722,7 @@
- model
- local: modernbert
- title: "Finally, a Replacement for BERT: Introducing ModernBERT"
- author: bclavie
guest: true
- thumbnail: /blog/assets/modernbert/thumbnail.png
date: December 19, 2024
tags:
- nlp
@@ -5234,9 +3731,6 @@
- open-source-collab
- local: big-bench-audio-release
- title: "Evaluating Audio Reasoning with Big Bench Audio"
- thumbnail: /blog/assets/big_bench_audio_release/big-bench-audio-thumbnail.png
- author: mhillsmith
guest: true
date: December 20, 2024
tags:
@@ -5246,9 +3740,6 @@
- community
- local: logits-processor-zoo
- title: "Controlling Language Model Generation with NVIDIA's LogitsProcessorZoo"
- author: ariG23498
- thumbnail: /blog/assets/logits-processor-zoo/thumbnail.png
date: December 23, 2024
tags:
- llm
@@ -5256,9 +3747,6 @@
- open-source
- local: train_memory
- title: "Visualize and understand GPU memory in PyTorch"
- author: qgallouedec
- thumbnail: /blog/assets/train_memory/thumbnail.png
date: December 24, 2024
tags:
- pytorch
@@ -5267,9 +3755,6 @@
- gpu
- local: smolagents
- title: "Introducing smolagents: simple agents that write actions in code."
- author: m-ric
- thumbnail: /blog/assets/smolagents/thumbnail.png
date: December 31, 2024
tags:
- agents
@@ -5280,9 +3765,6 @@
- community
- local: leaderboard-emissions-analysis
- title: "CO₂ Emissions and Models Performance: Insights from the Open LLM Leaderboard"
- author: alozowski
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: January 9, 2025
tags:
- open-llm-leaderboard
@@ -5291,10 +3773,7 @@
- evaluation
- local: vdr-2b-multilingual
- title: "Visual Document Retrieval Goes Multilingual"
- author: marco
guest: true
- thumbnail: /blog/assets/vdr-2b-multilingual/thumbnail.png
date: January 10, 2025
tags:
- multimodal
@@ -5304,18 +3783,12 @@
- cv
- local: ethics-soc-7
- title: "AI Agents Are Here. What Now?"
- author: meg
- thumbnail: /blog/assets/190_ethics-soc-7/thumbnail.png
date: January 13, 2025
tags:
- ethics
- agents
- local: run-comfyui-workflows-on-spaces
- title: "Run ComfyUI workflows for free on Spaces"
- author: multimodalart
- thumbnail: /blog/assets/comfyui-to-gradio/cover.png
date: January 14, 2024
tags:
- comfyui
@@ -5325,9 +3798,6 @@
- serverless
- local: static-embeddings
- title: "Train 400x faster Static Embedding Models with Sentence Transformers"
- author: tomaarsen
- thumbnail: /blog/assets/train-sentence-transformers/st-hf-thumbnail.png
date: January 15, 2025
tags:
- nlp
@@ -5336,9 +3806,6 @@
- open-source
- local: tgi-multi-backend
- title: Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference
- author: mfuntowicz
- thumbnail: /blog/assets/tgi-multi-backend/thumbnail.png
date: January 16, 2025
tags:
- tgi
@@ -5350,9 +3817,6 @@
- community
- local: timm-transformers
- title: "Timm ❤️ Transformers: Use any timm model with transformers"
- author: ariG23498
- thumbnail: /blog/assets/timm-transformers/thumbnail.png
date: January 16, 2025
tags:
- timm
@@ -5360,9 +3824,6 @@
- community
- local: friendliai-partnership
- title: "Hugging Face and FriendliAI partner to supercharge model deployment on the Hub"
- author: ajshinfai
- thumbnail: /blog/assets/friendliai-partnership/thumbnail.png
date: January 22, 2025
tags:
- partnerships
@@ -5370,9 +3831,6 @@
- model-deployment
- local: smolervlm
- title: "SmolVLM Grows Smaller – Introducing the 250M & 500M Models!"
- author: andito
- thumbnail: /blog/assets/smolervlm/banner.png
date: January 23, 2025
tags:
- multimodal
@@ -5383,9 +3841,6 @@
- community
- local: smolagents-can-see
- title: "We now support VLMs in smolagents!"
- author: m-ric
- thumbnail: /blog/assets/smolagents-can-see/thumbnail.png
date: January 24, 2025
tags:
- agents
@@ -5395,18 +3850,12 @@
- vision
- local: video_gen
- title: "State of open video generation models in Diffusers"
- author: sayakpaul
- thumbnail: /blog/assets/video_gen/thumbnail.png
date: Jan 27, 2025
tags:
- diffusers
- guide
- video_gen
- local: open-r1
- title: "Open-R1: a fully open reproduction of DeepSeek-R1"
- author: eliebak
- thumbnail: /blog/assets/open-r1/thumbnails.png
date: Jan 28, 2025
tags:
- llms
@@ -5414,9 +3863,6 @@
- research
- local: inference-providers
- title: "Welcome to Inference Providers on the Hub 🔥"
- author: julien-c
- thumbnail: /blog/assets/inference-providers/thumbnail.png
date: Jan 28, 2025
tags:
- announcement
@@ -5424,18 +3870,12 @@
- inference-providers
- local: deepseek-r1-aws
- title: "How to deploy and fine-tune DeepSeek models on AWS"
- author: pagezyhf
- thumbnail: /blog/assets/deepseek-r1-aws/thumbnail.png
date: Jan 30, 2025
tags:
- aws
- partnerships
- local: ai-art-newsletter-jan-25
- title: "The AI tools for Art Newsletter - Issue 1"
- author: linoyts
- thumbnail: /blog/assets/ai_art_newsletter_1/thumbnail.png
date: Jan 31, 2025
tags:
- diffusers
@@ -5444,9 +3884,6 @@
- community
- local: dabstep
- title: "DABStep: Data Agent Benchmark for Multi-step Reasoning"
- thumbnail: /blog/assets/dabstep/thumbnail.png
- author: eggie5
guest: True
date: Feb 4, 2025
tags:
@@ -5456,9 +3893,6 @@
- evaluation
- local: pi0
- title: "π0 and π0-FAST: Vision-Language-Action Models for General Robot Control"
- author: danaaubakirova
- thumbnail: /blog/assets/192_pi0/new_thumbnail_pi0.001.png
date: Feb 4, 2025
tags:
- robotics
@@ -5466,9 +3900,6 @@
- community
- local: open-deep-research
- title: "Open-source DeepResearch – Freeing our search agents"
- thumbnail: /blog/assets/open-deep-research/thumbnail.png
- author: m-ric
date: Feb 4, 2025
tags:
- llms
@@ -5477,9 +3908,6 @@
- smolagents
- local: leaderboard-arabic-v2
- title: "The Open Arabic LLM Leaderboard 2"
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_arabic.png
- author: alielfilali01
guest: true
date: February 10, 2025
tags:
@@ -5490,9 +3918,6 @@
- arabic
- local: vid_ds_scripts
- title: "Build awesome datasets for video generation"
- author: hlky
- thumbnail: /blog/assets/vid_ds_scripts/thumbnail.png
date: Feb 12, 2025
tags:
- guide
@@ -5500,9 +3925,6 @@
- datasets
- local: from-chunks-to-blocks
- title: "From Chunks to Blocks: Accelerating Uploads and Downloads on the Hub"
- author: jsulz
- thumbnail: /blog/assets/from-chunks-to-blocks/thumbnail.png
date: February 12, 2025
tags:
- dedupe
@@ -5512,9 +3934,6 @@
- xet
- local: billion-classifications
- title: "1 Billion Classifications"
- author: derek-thomas
- thumbnail: /blog/assets/billion-classifications/billion-classifications-thumbnail.png
guest: true
date: Feb 13, 2025
tags:
@@ -5528,9 +3947,6 @@
- enterprise
- local: math_verify_leaderboard
- title: "Fixing Open LLM Leaderboard with Math-Verify"
- author: hynky
- thumbnail: /blog/assets/math_verify_leaderboard/thumbnail.png
date: Feb 14, 2025
tags:
- math-verify
@@ -5539,9 +3955,6 @@
- evaluation
- local: fireworks-ai
- title: "Welcome Fireworks.ai on the Hub 🎆"
- author: julien-c
- thumbnail: /blog/assets/inference-providers/welcome-fireworks.jpg
date: Feb 14, 2025
tags:
- announcement
@@ -5549,9 +3962,6 @@
- inference-providers
- local: inference-providers-nebius-novita-hyperbolic
- title: "Introducing Three New Serverless Inference Providers: Hyperbolic, Nebius AI Studio, and Novita 🔥"
- author: reach-vb
- thumbnail: /blog/assets/inference-providers/second-batch-thumbnail.webp
date: Feb 18, 2025
tags:
- announcement
@@ -5559,9 +3969,6 @@
- inference-providers
- local: paligemma2mix
- title: "PaliGemma 2 Mix - New Instruction Vision Language Models by Google"
- thumbnail: /blog/assets/paligemma2/thumbnail.png
- author: ariG23498
date: Feb 19, 2025
tags:
- multimodal
@@ -5569,10 +3976,7 @@
- vision
- local: smolvlm2
- title: "SmolVLM2: Bringing Video Understanding to Every Device"
- author: orrzohar
guest: true
- thumbnail: /blog/assets/smolvlm2/banner.png
date: Feb 20, 2025
tags:
- vlm
@@ -5584,18 +3988,12 @@
- vision
- local: siglip2
- title: "SigLIP 2: A better multilingual vision language encoder"
- author: ariG23498
- thumbnail: /blog/assets/siglip2/thumbnail.png
date: Feb 21, 2025
tags:
- multimodal
- vision
- local: remote_vae
- title: "Remote VAEs for decoding with HF endpoints 🤗"
- author: hlky
- thumbnail: /blog/assets/remote_vae/thumbnail.png
date: Feb 24, 2025
tags:
- diffusers
@@ -5603,9 +4001,6 @@
- inference endpoints
- local: fastrtc
- title: "FastRTC: The Real-Time Communication Library for Python"
- author: freddyaboulton
- thumbnail: /blog/assets/fastrtc/fastrtc_logo.jpg
date: Feb 25, 2025
tags:
- real-time
@@ -5614,9 +4009,6 @@
- llm
- local: iisc-huggingface-collab
- title: "HuggingFace, IISc partner to supercharge model building on India's diverse languages"
- author: visruth-rf
- thumbnail: /blog/assets/iisc-huggingface-collab/thumbnail.png
date: Feb 27, 2025
tags:
- open-source-collab
@@ -5624,10 +4016,7 @@
- community
- local: smolagents-phoenix
- title: "Trace & Evaluate your Agent with Arize Phoenix"
- author: m-ric
guest: true
- thumbnail: /blog/assets/smolagents-phoenix/thumbnail.jpg
date: Feb 28, 2025
tags:
- phoenix
@@ -5637,10 +4026,7 @@
- instrumentation
- local: aya-vision
- title: "A Deepdive into Aya Vision: Advancing the Frontier of Multilingual Multimodality"
- author: saurabhdash
guest: true
- thumbnail: /blog/assets/aya-vision/thumbnail.png
date: March 4, 2025
tags:
- multimodal
@@ -5648,9 +4034,6 @@
- vlm
- local: jfrog
- title: "Hugging Face and JFrog partner to make AI Security more transparent"
- author: mcpotato
- thumbnail: /blog/assets/jfrog/thumbnail.png
date: March 4, 2025
tags:
- hub
@@ -5658,9 +4041,6 @@
- security
- local: llm-inference-on-edge
- title: "LLM Inference on Edge: A Fun and Easy Guide to run LLMs via React Native on your Phone!"
- author: medmekk
- thumbnail: /blog/assets/llm_inference_on_edge/thumbnail.png
date: March 7, 2025
tags:
- community
@@ -5670,9 +4050,6 @@
- guide
- local: lerobot-goes-to-driving-school
- title: "LeRobot goes to driving school: World’s largest open-source self-driving dataset"
- author: sandhawalia
- thumbnail: /blog/assets/193_l2d/lerobot-driver.gif
date: March 11, 2025
tags:
- robotics
@@ -5682,9 +4059,6 @@
- lerobot
- local: gemma3
- title: "Welcome Gemma 3: Google's all new multimodal, multilingual, long context open LLM"
- author: ariG23498
- thumbnail: /blog/assets/gemma3/thumbnail.png
date: March 12, 2025
tags:
- nlp
@@ -5694,9 +4068,6 @@
- research
- local: xet-on-the-hub
- title: "Xet is on the Hub"
- author: jsulz
- thumbnail: /blog/assets/xet-on-the-hub/thumbnail.png
date: March 18, 2025
tags:
- storage
@@ -5705,11 +4076,8 @@
- xet
- local: nvidia-physical-ai
- title: "NVIDIA's GTC 2025 Announcement for Physical AI Developers: New Open Models and Datasets"
- author: mingyuliutw
guest: true
org: nvidia
- thumbnail: /blog/assets/nvidia-physical-ai/thumbnail.png
date: March 18, 2025
tags:
- robotics
@@ -5719,18 +4087,12 @@
- research
- local: ai-action-wh-2025
- title: "AI Policy: 🤗 Response to the White House AI Action Plan RFI"
- author: yjernite
- thumbnail: /blog/assets/151_policy_ntia_rfc/us_policy_thumbnail.png
date: March 19, 2025
tags:
- ethics
- policy
- local: olympic-coder-lmstudio
- title: "Open R1: How to use OlympicCoder locally for coding?"
- author: burtenshaw
- thumbnail: /blog/assets/olympic-coder-lmstudio/banner_correct.png
date: March 20, 2025
tags:
- open-source
@@ -5740,9 +4102,6 @@
- local
- local: endpoint-analytics
- title: "The New and Fresh analytics in Inference Endpoints"
- author: erikkaum
- thumbnail: /blog/assets/endpoint-analytics/thumbnail.png
date: March 21, 2025
tags:
- guide
@@ -5750,9 +4109,6 @@
- inference
- local: gradio-dataframe-upgrade
- title: "Introducing Gradio's new Dataframe!"
- author: hmb
- thumbnail: /blog/assets/gradio-dataframe-update/thumbnail.png
date: March 24, 2025
tags:
- gradio
@@ -5760,9 +4116,6 @@
- guide
- local: train-reranker
- title: "Training and Finetuning Reranker Models with Sentence Transformers v4"
- author: tomaarsen
- thumbnail: /blog/assets/train-sentence-transformers/st-hf-thumbnail.png
date: March 26, 2025
tags:
- nlp
@@ -5771,9 +4124,6 @@
- open-source
- local: intel-gaudi-backend-for-tgi
- title: "Accelerating LLM Inference with TGI on Intel Gaudi"
- author: baptistecolle
- thumbnail: /blog/assets/intel-gaudi-backend-for-tgi/tgi-gaudi-thumbnail.png
date: March 28, 2025
tags:
- tgi
@@ -5784,9 +4134,6 @@
- partnerships
- local: scaling-secrets-management
- title: "How Hugging Face Scaled Secrets Management for AI Infrastructure"
- thumbnail: /blog/assets/infisical/thumbnail.png
- author: segudev
guest: true
date: Mar 31, 2025
tags:
@@ -5795,9 +4142,6 @@
- partnerships
- local: llm-course
- title: "The NLP Course is becoming the LLM Course!"
- author: burtenshaw
- thumbnail: /blog/assets/llm-course/llm-course-rename-thumbnail.png
date: April 3, 2025
tags:
- education
@@ -5806,9 +4150,6 @@
- open-source
- local: gradio-1m
- title: "Journey to 1 Million Gradio Users!"
- author: abidlabs
- thumbnail: /blog/assets/gradio-1m/thumbnail.png
date: April 4, 2025
tags:
- gradio
@@ -5816,19 +4157,13 @@
- community
- local: llama4-release
- title: "Welcome Llama 4 Maverick & Scout on Hugging Face!"
- author: burtenshaw
- thumbnail: /blog/assets/llama_4.png
date: April 5, 2025
tags:
- llama
- meta
- local: leaderboard-3c3h-aragen-ifeval
- title: "Arabic Leaderboards: Introducing Arabic Instruction Following, Updating AraGen, and More"
- author: alielfilali01
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_3c3h_aragen.png
date: April 8, 2025
tags:
- leaderboard
@@ -5838,9 +4173,6 @@
- research
- local: fastrtc-cloudflare
- title: "Hugging Face and Cloudflare Partner to Make Real-Time Speech and Video Seamless with FastRTC"
- author: freddyaboulton
- thumbnail: /blog/assets/fastrtc-cloudflare/fastrtc_cloudflare.png
date: April 9, 2025
tags:
- real-time
@@ -5851,9 +4183,6 @@
- partnerships
- local: pai-6-month
- title: "4M Models Scanned: Protect AI + Hugging Face 6 Months In"
- author: sean-pai
- thumbnail: /blog/assets/pai-6-month/thumbnail.png
date: April 14, 2025
tags:
- hub
@@ -5861,9 +4190,6 @@
- security
- local: hugging-face-pollen-robotics-acquisition
- title: "Hugging Face to sell open-source robots thanks to Pollen Robotics acquisition 🤖"
- author: thomwolf
- thumbnail: /blog/assets/hugging-face-pollen-robotics-acquisition/hf-pollen.png
date: April 14, 2025
tags:
- robotics
@@ -5871,9 +4197,6 @@
- announcement
- local: helmet
- title: "Introducing HELMET"
- author: hyen
- thumbnail: /blog/assets/helmet/thumbnail.png
date: April 16, 2025
tags:
- long-context
@@ -5884,9 +4207,6 @@
- intel
- local: inference-providers-cohere
- title: "Cohere on Hugging Face Inference Providers 🔥"
- author: burtenshaw
- thumbnail: /blog/assets/inference-providers-cohere/thumbnail.png
date: April 16, 2025
tags:
- llms
@@ -5897,9 +4217,6 @@
- hub
- local: why-gradio-stands-out
- title: "17 Reasons Why Gradio Isn't Just Another UI Library"
- author: ysharma
- thumbnail: /blog/assets/why-gradio-stands-out/thumbnail.png
date: April 16, 2025
tags:
- gradio
@@ -5909,9 +4226,6 @@
- development
- production
- local: autoround
- title: "Introducing AutoRound: Intel’s Advanced Quantization for LLMs and VLMs"
- author: wenhuach
- thumbnail: /blog/assets/autoround/thumbnail.png
date: April 29, 2025
tags:
- llms
@@ -5920,9 +4234,6 @@
- intel
- local: tiny-agents
- title: "Tiny Agents: a MCP-powered agent in 50 lines of code"
- author: julien-c
- thumbnail: /blog/assets/tiny-agents/thumbnail.jpg
date: April 25, 2025
tags:
- agents
@@ -5930,9 +4241,6 @@
- inference
- local: qwen-3-chat-template-deep-dive
- title: "The 4 Things Qwen-3's Chat Template Teaches Us"
- author: cfahlgren1
- thumbnail: /blog/assets/qwen-3-chat-template-deep-dive/thumbnail.png
date: April 30, 2025
tags:
- qwen
@@ -5940,9 +4248,6 @@
- llms
- local: llama-guard-4
- title: "Welcoming Llama Guard 4 on Hugging Face Hub"
- author: merve
- thumbnail: /blog/assets/llama-guard-4/thumbnail.png
date: April 29, 2025
tags:
- llama
@@ -5951,9 +4256,6 @@
- vlm
- local: gradio-mcp
- title: "How to Build an MCP Server with Gradio"
- author: abidlabs
- thumbnail: /blog/assets/gradio-mcp/thumbnail.png
date: April 30, 2025
tags:
- gradio
@@ -5961,9 +4263,6 @@
- llm
- local: lerobot-datasets
- title: "LeRobot Community Datasets: The “ImageNet” of Robotics — When and How?"
- author: danaaubakirova
- thumbnail: /blog/assets/195_lerobot_datasets/1.png
date: May 11, 2025
tags:
- lerobot
@@ -5972,9 +4271,6 @@
- hub
- local: vlms-2025
- title: "Vision Language Models (Better, Faster, Stronger)"
- author: merve
- thumbnail: /blog/assets/vlms2/vlms2.png
date: May 12, 2025
tags:
- vlm
@@ -5984,9 +4280,6 @@
- research
- local: fast-whisper-endpoints
- title: "Blazingly fast whisper transcriptions with Inference Endpoints"
- author: mfuntowicz
- thumbnail: /blog/assets/fast-whisper-endpoints/thumbnail.png
date: May 13, 2025
tags:
- guide
@@ -5997,18 +4290,12 @@
- whisper
- local: kaggle-integration
- title: "Improving Hugging Face Model Access for Kaggle Users"
- author: roseberryv
- thumbnail: /blog/assets/kaggle-integration/thumbnail.png
date: May 14, 2025
tags:
- community
- announcement
- local: transformers-model-definition
- title: "The Transformers Library: standardizing model definitions"
- author: lysandre
- thumbnail: /blog/assets/transformers-model-definition/transformers-thumbnail.png
date: May 15, 2025
tags:
- community
@@ -6016,9 +4303,6 @@
- transformers
- local: azure-ai-foundry
- title: "Microsoft and Hugging Face expand collaboration"
- author: jeffboudier
- thumbnail: /blog/assets/azure-ai-foundry/satya-hf-build-compressed.png
date: May 19, 2025
tags:
- partnership
@@ -6026,9 +4310,6 @@
- azure
- local: nanovlm
- title: "nanoVLM: The simplest repository to train your VLM in pure PyTorch"
- author: ariG23498
- thumbnail: /blog/assets/nanovlm/thumbnail.png
date: May 21, 2025
tags:
- vlm
@@ -6040,9 +4321,6 @@
- open
- local: diffusers-quantization
- title: "Exploring Quantization Backends in Diffusers"
- thumbnail: /blog/assets/diffusers-quantization/thumbnail.png
- author: derekl35
date: May 21, 2025
tags:
- guide
@@ -6051,9 +4329,6 @@
- flux
- local: python-tiny-agents
- title: "Tiny Agents in Python: a MCP-powered agent in ~70 lines of code"
- author: celinah
- thumbnail: /blog/assets/python-tiny-agents/thumbnail.png
date: May 23, 2025
tags:
- agents
@@ -6062,9 +4337,6 @@
- mcp
- local: dell-ai-applications
- title: "Dell Enterprise Hub is all you need to build AI on premises"
- author: jeffboudier
- thumbnail: /blog/assets/dell-ai-applications/dell-post-thumbnail.png
date: May 23, 2025
tags:
- dell
@@ -6072,10 +4344,7 @@
- partnerships
- local: liger-grpo
- title: "🐯 Liger GRPO meets TRL"
- author: shisahni
guest: true
- thumbnail: /blog/assets/liger-grpo/thumbnail.png
date: May 25, 2025
tags:
- liger
@@ -6085,9 +4354,6 @@
- llm
- local: structured-codeagent
- title: "CodeAgents + Structure: A Better Way to Execute Actions"
- author: akseljoonas
- thumbnail: /blog/assets/structured-codeagent/thumbnail-codeagent.png
date: May 28, 2025
tags:
- agents
@@ -6098,10 +4364,7 @@
- community
- local: vllm-colocate
- title: "No GPU left behind: Unlocking Efficiency with Co-located vLLM in TRL"
- author: toslali-ibm
guest: true
- thumbnail: /blog/assets/vllm-colocate/thumbnail.png
date: June 3, 2025
tags:
- vllm
@@ -6111,9 +4374,6 @@
- rlhf
- local: smolvla
- title: "SmolVLA: Efficient Vision-Language-Action Model trained on Lerobot Community Data"
- author: danaaubakirova
- thumbnail: /blog/assets/smolvla/SmolVLA_thumbnail.png
date: Jun 3, 2025
tags:
- smolvla
@@ -6124,9 +4384,6 @@
- community
- local: kv-cache
- title: "KV Cache from scratch in nanoVLM"
- author: ariG23498
- thumbnail: /blog/assets/kv-cache/thumbnail.png
date: Jun 4, 2025
tags:
- generate
@@ -6136,9 +4393,6 @@
- nanovlm
- local: screensuite
- title: "ScreenSuite - The most comprehensive evaluation suite for GUI Agents!"
- author: a-mahla
- thumbnail: /blog/assets/screensuite/thumbnail.png
date: Jun 6, 2025
tags:
- screensuite
@@ -6148,9 +4402,6 @@
- vlm
- local: nvidia-training-cluster
- title: "Introducing Training Cluster as a Service - a new collaboration with NVIDIA"
- author: jeffboudier
- thumbnail: /blog/assets/nvidia-training-cluster/nvidia-training-cluster-thumbnail-compressed.png
date: Jun 11, 2025
tags:
- nvidia
@@ -6159,9 +4410,6 @@
- announcement
- local: inference-providers-featherless
- title: "Featherless AI on Hugging Face Inference Providers 🔥"
- author: sbrandeis
- thumbnail: /blog/assets/inference-providers/welcome-featherless.jpg
date: Jun 12, 2025
tags:
- llms
@@ -6173,9 +4421,6 @@
- hub
- local: hello-hf-kernels
- title: "Enhance Your Models in 5 Minutes with the Hugging Face Kernel Hub"
- author: drbh
- thumbnail: /blog/assets/hello-hf-kernels/kernel-hub-five-mins-short-21.png
date: June 12, 2025
tags:
- guide
@@ -6185,9 +4430,6 @@
- performance
- local: inference-providers-groq
- title: "Groq on Hugging Face Inference Providers 🔥"
- author: sbrandeis
- thumbnail: /blog/assets/inference-providers/welcome-groq.jpg
date: Jun 16, 2025
tags:
- llms
@@ -6198,9 +4440,6 @@
- hub
- local: flux-qlora
- title: "(LoRA) Fine-Tuning FLUX.1-dev on Consumer Hardware"
- thumbnail: /blog/assets/flux-qlora/thumbnail.png
- author: derekl35
date: Jun 19, 2025
tags:
- guide
@@ -6210,9 +4449,6 @@
- lora
- local: transformers-backend-sglang
- title: "Transformers backend integration in SGLang"
- thumbnail: /blog/assets/196_transformers_backend_sglang/thumbnail.jpg
- author: marcsun13
date: Jun 23, 2025
tags:
- transformers
@@ -6221,9 +4457,6 @@
- integration
- local: gemma3n
- title: "Gemma 3n fully available in the open-source ecosystem!"
- author: ariG23498
- thumbnail: /blog/assets/gemma3n/thumbnail.png
date: Jun 26, 2025
tags:
- audio
@@ -6235,9 +4468,6 @@
- multimodal
- local: train-sparse-encoder
- title: "Training and Finetuning Sparse Embedding Models with Sentence Transformers v5"
- author: tomaarsen
- thumbnail: /blog/assets/train-sentence-transformers/st-hf-thumbnail.png
date: Jul 1, 2025
tags:
- nlp
@@ -6246,9 +4476,6 @@
- open-source
- local: mmdp
- title: "Efficient MultiModal Data Pipeline"
- author: ariG23498
- thumbnail: /blog/assets/mmdp/thumbnail.png
date: Jul 8, 2025
tags:
- vlm
@@ -6259,18 +4486,12 @@
- open
- local: infrastructure-alerting
- title: "Three Mighty Alerts Supporting Hugging Face’s Production Infrastructure"
- author: jcudit
- thumbnail: /blog/assets/infrastructure-alerting/thumbnail.jpg
date: July 8, 2025
tags:
- cloud
- infrastructure
- local: smollm3
- title: "SmolLM3: smol, multilingual, long-context reasoner"
- author: loubnabnl
- thumbnail: /blog/assets/smollm3/image.png
date: July 8, 2025
tags:
- llm
@@ -6280,9 +4501,6 @@
- research
- local: gradio-mcp-servers
- title: "Upskill your LLMs with Gradio MCP Servers"
- author: freddyaboulton
- thumbnail: /blog/assets/upskill-llms-with-gradio-mcp/UpskillThumbnail.png
date: July 9, 2025
tags:
- gradio
@@ -6290,9 +4508,6 @@
- llm
- local: mi300kernels
- title: "Creating custom kernels for the AMD MI300"
- author: ror
- thumbnail: /blog/assets/mi300kernels/thumbnail.png
date: Jul 9, 2025
tags:
- kernels
@@ -6301,9 +4516,6 @@
- optimization
- local: reachy-mini
- title: "Reachy Mini - The Open-Source Robot for Today's and Tomorrow's AI Builders"
- author: thomwolf
- thumbnail: /blog/assets/reachy-mini/thumbnail.jpg
date: July 9, 2025
tags:
- robotics
@@ -6311,9 +4523,6 @@
- open-source
- local: building-hf-mcp
- title: "Building the Hugging Face MCP Server"
- author: evalstate
- thumbnail: /blog/assets/building-hf-mcp/building-hf-mcp.png
date: July 10, 2025
tags:
- community
@@ -6323,9 +4532,6 @@
- multimodal
- local: screenenv
- title: "ScreenEnv: Deploy your full stack Desktop Agent"
- author: A-Mahla
- thumbnail: /blog/assets/screenenv/screenenv.png
date: July 10, 2025
tags:
- agents
@@ -6335,9 +4541,6 @@
- mcp
- local: async-robot-inference
- title: "Asynchronous Robot Inference: Decoupling Action Prediction and Execution"
- author: fracapuano
- thumbnail: /blog/assets/async_inference/thumbnail_async_blog.png
date: Jul 10, 2025
tags:
- lerobot
@@ -6346,9 +4549,6 @@
- open-source
- local: migrating-the-hub-to-xet
- title: "Migrating the Hub from Git LFS to Xet"
- author: jsulz
- thumbnail: /blog/assets/migrating-the-hub-to-xet/thumbnail.png
date: Jul 15, 2025
tags:
- storage
@@ -6357,9 +4557,6 @@
- xet
- local: ettin
- title: "Seq vs Seq: the Ettin Suite of Paired Encoders and Decoders"
- author: orionweller
- thumbnail: /blog/assets/ettin/thumbnail.png
date: July 16, 2025
tags:
- llm
@@ -6369,9 +4566,6 @@
- open-source-collab
- local: gradio-mcp-updates
- title: "Five Big Improvements to Gradio MCP Servers"
- author: freddyaboulton
- thumbnail: /blog/assets/gradio-mcp-updates/5_mcp_improvements.png
date: Jul 17, 2025
tags:
- gradio
@@ -6380,9 +4574,6 @@
- open-source
- local: futurebench
- title: "Back to The Future: Evaluating AI Agents on Predicting Future Events"
- thumbnail: /blog/assets/futurebench/leaderboard.png
- author: vinid
guest: true
date: July 17, 2025
tags:
@@ -6391,10 +4582,7 @@
- ai
- local: consilium-multi-llm
- title: "Consilium: When Multiple LLMs Collaborate"
- author: azettl
guest: true
- thumbnail: /blog/assets/consilium-multi-llm/thumbnail.png
date: Jul 17, 2025
tags:
- multi-agents
@@ -6403,18 +4591,12 @@
- mcp
- local: virtual-cell-challenge
- title: "Arc Virtual Cell Challenge: A Primer"
- thumbnail: /blog/assets/virtual-cell-challenge/thumbnail.png
- author: FL33TW00D-HF
date: July 18, 2025
tags:
- collaboration
- guide
- local: lora-fast
- title: "Fast LoRA inference for Flux with Diffusers and PEFT"
- thumbnail: /blog/assets/lora-fast/thumbnail.png
- author: sayakpaul
date: July 23, 2025
tags:
- lora
@@ -6422,9 +4604,6 @@
- guide
- local: timescope-video-lmm-benchmark
- title: "TimeScope: How Long Can Your Video Large Multimodal Model Go?"
- author: orrzohar
- thumbnail: /blog/assets/timescope/thumbnail.png
date: Jul 23, 2025
tags:
- video
@@ -6434,9 +4613,6 @@
- benchmark
- local: parquet-cdc
- title: "Parquet Content-Defined Chunking"
- author: kszucs
- thumbnail: /blog/assets/parquet-cdc/thumbnail.png
date: July 25, 2025
tags:
- data
@@ -6448,9 +4624,6 @@
- xet
- local: hf-cli
- title: "Say hello to `hf`: a faster, friendlier Hugging Face CLI ✨"
- author: Wauplin
- thumbnail: /blog/assets/hf-cli-thumbnail.png
date: Jul 25, 2025
tags:
- cli
@@ -6458,9 +4631,6 @@
- python
- local: trackio
- title: "Introducing Trackio: A Lightweight Experiment Tracking Library from Hugging Face"
- thumbnail: /blog/assets/trackio/thumbnail.gif
- author: abidlabs
date: July 29, 2025
tags:
- research
@@ -6468,9 +4638,6 @@
- open-source
- local: gradio-vton-mcp
- title: "Build an AI Shopping Assistant with Gradio MCP Servers"
- author: freddyaboulton
- thumbnail: /blog/assets/gradio-vton-mcp/AiAssistantTitle.png
date: Jul 31, 2025
tags:
- gradio
@@ -6479,9 +4646,6 @@
- open-source
- local: welcome-openai-gpt-oss
- title: "Welcome GPT OSS, the new open-source model family from OpenAI!"
- author: reach-vb
- thumbnail: /blog/assets/openai/openai-hf-thumbnail.png
date: Aug 5, 2025
tags:
- openai
@@ -6492,9 +4656,6 @@
- community
- local: trl-vlm-alignment
- title: "Vision Language Model Alignment in TRL ⚡️"
- author: sergiopaniego
- thumbnail: /blog/assets/trl_vlm/thumbnail.png
date: Aug 7, 2025
tags:
- trl
@@ -6502,9 +4663,6 @@
- vision
- local: filbench
- title: "🇵🇭 FilBench - Can LLMs Understand and Generate Filipino?"
- author: ljvmiranda921
- thumbnail: /blog/assets/filbench/thumbnail.png
date: Aug 12, 2025
tags:
- open-source
@@ -6517,9 +4675,6 @@
- philippines
- local: accelerate-nd-parallel
- title: "Accelerate ND-Parallel: A Guide to Efficient Multi-GPU Training"
- author: siro1
- thumbnail: /blog/assets/accelerate-nd-parallel/thumbnail.png
date: August 8, 2025
tags:
- transformers
@@ -6527,9 +4682,6 @@
- guide
- local: aisheets
- title: "Introducing AI Sheets: a tool to work with datasets using open AI models!"
- author: dvilasuero
- thumbnail: /blog/assets/aisheets/aisheets-thumb.gif
date: Aug 8, 2025
tags:
- datasets
@@ -6537,10 +4689,7 @@
- community
- local: textquests
- title: "TextQuests: How Good are LLMs at Text-Based Video Games?"
- author: justinphan3110
guest: true
- thumbnail: /blog/assets/textquests/thumbnail.gif
date: Aug 12, 2025
tags:
- research
@@ -6549,9 +4698,6 @@
- agents
- local: mcp-for-research
- title: "MCP for Research: How to Connect AI to Research Tools"
- author: dylanebert
- thumbnail: /blog/assets/mcp-for-research/thumbnail.png
date: Aug 18, 2025
tags:
- mcp
@@ -6559,9 +4705,6 @@
- guide
- local: kernel-builder
- title: "From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels"
- author: drbh
- thumbnail: /blog/assets/kernel-builder/kernel-builder.png
date: Aug 18, 2025
tags:
- kernels
@@ -6571,9 +4714,6 @@
- optimization
- local: claude-and-mcp
- title: Generate Images with Claude and Hugging Face
- author: evalstate
- thumbnail: /blog/assets/claude-and-mcp/thumbnail.png
date: Aug 19, 2025
tags:
- mcp
@@ -6583,9 +4723,6 @@
- text-to-image
- local: zerogpu-aoti
- title: "Make your ZeroGPU Spaces go brrr with PyTorch ahead-of-time compilation"
- author: cbensimon
- thumbnail: /blog/assets/zerogpu-aoti/thumbnail.png
date: Sep 2, 2025
tags:
- spaces
@@ -6598,9 +4735,6 @@
- image-to-video
- local: embeddinggemma
- title: "Welcome EmbeddingGemma, Google's new efficient embedding model"
- author: tomaarsen
- thumbnail: /blog/assets/embeddinggemma/thumbnail.png
date: Sep 4, 2025
tags:
- open-source
@@ -6609,9 +4743,6 @@
- guide
- local: mmbert
- title: "mmBERT: ModernBERT goes Multilingual"
- author: orionweller
- thumbnail: /blog/assets/mmbert/thumbnail.png
date: Sep 9, 2025
tags:
- llm
@@ -6621,9 +4752,6 @@
- open-source-collab
- local: jupyter-agent-2
- title: "Jupyter Agents: training LLMs to reason with notebooks"
- author: baptistecolle
- thumbnail: /blog/assets/jupyter-agent-2/thumbnail.png
date: Sep 10, 2025
tags:
- agents
@@ -6633,9 +4761,6 @@
- research
- local: faster-transformers
- title: "Tricks from OpenAI gpt-oss YOU 🫵 can use with transformers"
- author: ariG23498
- thumbnail: /blog/assets/faster-transformers/thumbnail.png
date: Sep 11, 2025
tags:
- transformers
@@ -6644,9 +4769,6 @@
- guide
- local: watermarking-with-gradio
- title: "Visible Watermarking with Gradio"
- author: meg
- thumbnail: /blog/assets/watermarking-with-gradio/thumbnail.png
date: Sep 15, 2025
tags:
- ethics
@@ -6656,9 +4778,6 @@
- text-to-video
- local: lerobot-datasets-v3
- title: "`LeRobotDataset`: Bringing large-scale datasets to lerobot"
- author: fracapuano
- thumbnail: /blog/assets/lerobot-dataset-v3/thumbnail.png
date: Sep 16, 2025
tags:
- lerobot
@@ -6666,9 +4785,6 @@
- robotics
- local: inference-providers-publicai
- title: "Public AI on Hugging Face Inference Providers 🔥"
- author: sbrandeis
- thumbnail: /blog/assets/inference-providers/welcome-publicai.jpg
date: Sep 17, 2025
tags:
- llms
@@ -6679,9 +4795,6 @@
- hub
- local: riskrubric
- title: "Democratizing AI Safety with RiskRubric.ai"
- author: galmo-noma
- thumbnail: /blog/assets/riskrubric/thumbnail.png
date: Sep 18, 2025
tags:
- llms
@@ -6689,9 +4802,6 @@
- partnerships
- local: inference-providers-scaleway
- title: "Scaleway on Hugging Face Inference Providers 🔥"
- author: sbrandeis
- thumbnail: /blog/assets/inference-providers/welcome-scaleway.jpg
date: Sep 19, 2025
tags:
- llms
@@ -6702,9 +4812,6 @@
- hub
- local: gaia2
- title: "Gaia2 and ARE: Empowering the community to study agents"
- author: clefourrier
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_mare_gaia2.png
date: Sep 22, 2025
tags:
- leaderboards
@@ -6713,9 +4820,6 @@
- evaluation
- local: smol2operator
- title: "Smol2Operator: Post-Training GUI Agents for Computer Use"
- author: A-Mahla
- thumbnail: /blog/assets/smol2operator/thumbnail.png
date: Sep 23, 2025
tags:
- agents
@@ -6730,9 +4834,6 @@
- open-source
- local: swift-transformers
- title: "Swift Transformers Reaches 1.0 — and Looks to the Future"
- author: pcuenq
- thumbnail: /blog/assets/swift-transformers/swift-transformers-thumb.png
date: Sep 26, 2025
tags:
- swift
@@ -6742,9 +4843,6 @@
- apple
- local: vibegame
- title: "VibeGame: Exploring Vibe Coding Games"
- author: dylanebert
- thumbnail: /blog/assets/vibegame/thumbnail.png
date: Sep 29, 2025
tags:
- guide
@@ -6754,9 +4852,6 @@
- web
- local: intel-qwen3-agent
- title: "Accelerating Qwen3-8B Agent on Intel® Core™ Ultra with Depth-Pruned Draft Models"
- author: imargulis
- thumbnail: /blog/assets/intel-qwen3-agent/smolagents-1300-650.png
date: Sep 29, 2025
tags:
- llm
@@ -6766,10 +4861,7 @@
- hub
- local: rteb
- title: "Introducing RTEB: A New Standard for Retrieval Evaluation"
- author: fzliu
guest: true
- thumbnail: /blog/assets/rteb/thumbnail.png
date: Oct 1, 2025
tags:
- nlp
@@ -6780,18 +4872,12 @@
- research
- local: dots-ocr-ne
- title: "SOTA OCR on-device with Core ML and dots.ocr"
- author: FL33TW00D-HF
- thumbnail: /blog/assets/dots-ocr-ne/dots_header.png
date: Oct 2, 2025
tags:
- coreml
- apple
- local: openvino-vlm
- title: "Get your VLM running in 3 simple steps on Intel CPUs"
- author: ezelanza
- thumbnail: /blog/assets/optimum_intel/optimum_openvino_thumbnail.png
date: Oct 15, 2025
tags:
- intel
@@ -6800,27 +4886,18 @@
- inference
- local: lerobot-release-v040
- title: "LeRobot v0.4.0: Supercharging OSS Robot Learning"
- author: imstevenpmwork
- thumbnail: /blog/assets/lerobot-release-v040/thumbnail.png
date: Oct 24, 2025
tags:
- lerobot
- robotics
- local: lerobotxnvidia-healthcare
- title: "Building a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac"
- author: imstevenpmwork
- thumbnail: /blog/assets/lerobotxnvidia-healthcare/thumbnail.png
date: Oct 29, 2025
tags:
- lerobot
- robotics
- local: gpt-oss-on-intel-xeon
- title: "Google Cloud C4 Brings a 70% TCO improvement on GPT OSS with Intel and Hugging Face"
- author: Jiqing
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: Oct 16, 2025
tags:
- intel
@@ -6830,9 +4907,6 @@
- LLM
- local: aisheets-unlock-images
- title: "Unlock the power of images with AI Sheets"
- author: dvilasuero
- thumbnail: /blog/assets/aisheets/aisheets-image.png
date: Oct 21, 2025
tags:
- datasets
@@ -6840,9 +4914,6 @@
- vision
- local: ocr-open-models
- title: "Supercharge your OCR Pipelines with Open Models"
- author: merve
- thumbnail: /blog/assets/ocr-open-models/thumbnail.png
date: Oct 21, 2025
tags:
- ocr
@@ -6852,9 +4923,6 @@
- open-source
- local: sentence-transformers-joins-hf
- title: "Sentence Transformers is joining Hugging Face!"
- author: tomaarsen
- thumbnail: /blog/assets/sentence-transformers-joins-hf/thumbnail.png
date: Oct 22, 2025
tags:
- announcement
@@ -6863,9 +4931,6 @@
- community
- local: virustotal
- title: "Hugging Face and VirusTotal collaborate to strengthen AI security"
- author: XciD
- thumbnail: /blog/assets/virustotal/thumbnail.png
date: October 22, 2025
tags:
- hub
@@ -6873,9 +4938,6 @@
- security
- local: openenv
- title: "Building the Open Agent Ecosystem Together: Introducing OpenEnv"
- author: spisakjo
- thumbnail: /blog/assets/openenv/thumbnail.png
date: Oct 23, 2025
tags:
- announcement
@@ -6885,9 +4947,6 @@
- rl
- local: huggingface-hub-v1
- title: "huggingface_hub v1.0: Five Years of Building the Foundation of Open Machine Learning"
- author: Wauplin
- thumbnail: /blog/assets/huggingface-hub-v1/thumbnail.png
date: Oct 27, 2025
tags:
- huggingface_hub
@@ -6897,9 +4956,6 @@
- hub
- local: streaming-datasets
- title: "Streaming datasets: 100x More Efficient"
- author: andito
- thumbnail: /blog/assets/streaming_datasets/streaming_datasets.png
date: Oct 27, 2025
tags:
- datasets
@@ -6912,9 +4968,6 @@
- storage
- local: voice-consent-gate
- title: "Voice Cloning with Consent"
- author: meg
- thumbnail: /blog/assets/voice-consent-gate/thumbnail.png
date: Oct 28, 2025
tags:
- ethics
diff --git a/accelerated-inference.md b/accelerated-inference.md
index ad6d017053..42a5fcf248 100644
--- a/accelerated-inference.md
+++ b/accelerated-inference.md
@@ -1,6 +1,8 @@
---
-title: "How we sped up transformer inference 100x for 🤗 API customers"
+title: How we sped up transformer inference 100x for 🤗 API customers
thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
+authors:
+- user: Narsil
---
# How we sped up transformer inference 100x for 🤗 API customers
diff --git a/bert-cpu-scaling-part-2.md b/bert-cpu-scaling-part-2.md
index 49a9dc0b8d..c09ae19830 100644
--- a/bert-cpu-scaling-part-2.md
+++ b/bert-cpu-scaling-part-2.md
@@ -1,5 +1,6 @@
---
-title: "Scaling up BERT-like model Inference on modern CPU - Part 2"
+title: Scaling up BERT-like model Inference on modern CPU - Part 2
+thumbnail: /blog/assets/35_bert_cpu_scaling_part_2/openmp.png
authors:
- user: echarlaix
- user: jeffboudier
diff --git a/community-update.md b/community-update.md
index 289ffe57fc..ca13ba3d83 100644
--- a/community-update.md
+++ b/community-update.md
@@ -1,6 +1,8 @@
---
title: Introducing Pull Requests and Discussions 🥳
thumbnail: /blog/assets/76_community_update/thumbnail.png
+authors:
+- user: victor
---
# Introducing Pull Requests and Discussions 🥳
diff --git a/debate.md b/debate.md
index 3a82497306..cebaba5770 100644
--- a/debate.md
+++ b/debate.md
@@ -1,5 +1,5 @@
---
-title: "Letting Large Models Debate: The First Multilingual LLM Debate Competition"
+title: 'Letting Large Models Debate: The First Multilingual LLM Debate Competition'
authors:
- user: xuanricheng
guest: true
@@ -35,6 +35,7 @@ authors:
org: Huggingface
- user: clefourrier
org: Huggingface
+thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_flageval.png
---
# Letting Large Models Debate: The First Multilingual LLM Debate Competition
diff --git a/deploy-hugging-face-models-easily-with-amazon-sagemaker.md b/deploy-hugging-face-models-easily-with-amazon-sagemaker.md
index 967b38e9b4..ac90d37585 100644
--- a/deploy-hugging-face-models-easily-with-amazon-sagemaker.md
+++ b/deploy-hugging-face-models-easily-with-amazon-sagemaker.md
@@ -1,6 +1,8 @@
---
-title: 'Deploy Hugging Face models easily with Amazon SageMaker'
+title: Deploy Hugging Face models easily with Amazon SageMaker
thumbnail: /blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
+authors:
+- user: philschmid
---
diff --git a/deploy-with-openvino.md b/deploy-with-openvino.md
index 83920301ed..b607ef01a0 100644
--- a/deploy-with-openvino.md
+++ b/deploy-with-openvino.md
@@ -20,6 +20,7 @@ authors:
guest: true
org: Intel
- user: echarlaix
+thumbnail: /blog/assets/deploy-with-openvino/openvino_genai_workflow.png
---
# Optimize and deploy models with Optimum-Intel and OpenVINO GenAI
diff --git a/few-shot-learning-gpt-neo-and-inference-api.md b/few-shot-learning-gpt-neo-and-inference-api.md
index 94b08c0b17..a03c191916 100644
--- a/few-shot-learning-gpt-neo-and-inference-api.md
+++ b/few-shot-learning-gpt-neo-and-inference-api.md
@@ -1,8 +1,8 @@
---
title: 'Few-shot learning in practice: GPT-Neo and the 🤗 Accelerated Inference API'
-# thumbnail: /blog/assets/22_few_shot_learning_gpt_neo_and_inference_api/thumbnail.png
authors:
- user: philschmid
+thumbnail: /blog/assets/22_few_shot_learning_gpt_neo_and_inference_api/few-shot-prompt.png
---
# Few-shot learning in practice: GPT-Neo and the 🤗 Accelerated Inference API
diff --git a/fr/_blog.yml b/fr/_blog.yml
index b71b3ee4ff..4d6ea1c1ee 100644
--- a/fr/_blog.yml
+++ b/fr/_blog.yml
@@ -1,9 +1,6 @@
# "thumbnail" attribute can be GIFs while in the blogpost itself it's better if it's a simple bitmap (because it will be used as a social thumbnail)
# make sure to optimize your "thumbnail" img with tinypng.com
- local: open-llm-leaderboard-mmlu
- title: "Que se passe-t-il avec l'Open LLM Leaderboard ?"
- author: clefourrier
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: June 23, 2023
tags:
- community
@@ -14,9 +11,6 @@
- leaderboard
- local: open-llm-leaderboard-drop
- title: "Open LLM Leaderboard : plongée dans le jeu de données DROP"
- author: clefourrier
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: December 1, 2023
tags:
- community
@@ -27,10 +21,7 @@
- leaderboard
- local: evaluation-structured-outputs
- title: "Améliorer la stabilité des instructions grâce à la génération structurée"
- author: willkurt
guest: true
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: Apr 30, 2024
tags:
- evaluation
diff --git a/galore.md b/galore.md
index 81ad334595..a0faa2fee9 100644
--- a/galore.md
+++ b/galore.md
@@ -1,5 +1,5 @@
---
-title: "GaLore: Advancing Large Model Training on Consumer-grade Hardware"
+title: 'GaLore: Advancing Large Model Training on Consumer-grade Hardware'
authors:
- user: Titus-von-Koeller
- user: jiaweizhao
@@ -13,6 +13,7 @@ authors:
- user: amyeroberts
- user: smangrul
- user: BenjaminB
+thumbnail: /blog/assets/galore_introduction/thumbnail.png
---
# GaLore: Advancing Large Model Training on Consumer-grade Hardware
diff --git a/gradient_accumulation.md b/gradient_accumulation.md
index 415cc570c2..698cbc6862 100644
--- a/gradient_accumulation.md
+++ b/gradient_accumulation.md
@@ -1,4 +1,3 @@
-
---
title: "Fixing Gradient Accumulation"
thumbnail: /blog/assets/gradient_accumulation/gradient_accumulation.png
diff --git a/graphml-classification.md b/graphml-classification.md
index c6baf22a04..a883a07e49 100644
--- a/graphml-classification.md
+++ b/graphml-classification.md
@@ -1,6 +1,8 @@
---
-title: "Graph Classification with Transformers"
+title: Graph Classification with Transformers
thumbnail: /blog/assets/125_intro-to-graphml/thumbnail_classification.png
+authors:
+- user: clefourrier
---
# Graph classification with Transformers
diff --git a/hardware-partners-program.md b/hardware-partners-program.md
index b983599a8b..c9cf8a43a8 100644
--- a/hardware-partners-program.md
+++ b/hardware-partners-program.md
@@ -1,10 +1,11 @@
---
-title: "Introducing Optimum: The Optimization Toolkit for Transformers at Scale"
+title: 'Introducing Optimum: The Optimization Toolkit for Transformers at Scale'
authors:
- user: mfuntowicz
- user: echarlaix
- user: michaelbenayoun
- user: jeffboudier
+thumbnail: /blog/assets/25_hardware_partners_program/carbon_inc_quantizer.png
---
diff --git a/image-preferences.md b/image-preferences.md
index 4b38f2b994..ae4aa01454 100644
--- a/image-preferences.md
+++ b/image-preferences.md
@@ -1,4 +1,3 @@
-
---
title: "Open Preference Dataset for Text-to-Image Generation by the 🤗 Community"
thumbnail: /blog/assets/image_preferences/thumbnail.png
diff --git a/inference-providers-nebius-novita-hyperbolic.md b/inference-providers-nebius-novita-hyperbolic.md
index 9791cc7a5d..331fb22877 100644
--- a/inference-providers-nebius-novita-hyperbolic.md
+++ b/inference-providers-nebius-novita-hyperbolic.md
@@ -1,5 +1,6 @@
---
-title: "Introducing Three New Serverless Inference Providers: Hyperbolic, Nebius AI Studio, and Novita 🔥"
+title: 'Introducing Three New Serverless Inference Providers: Hyperbolic, Nebius AI
+ Studio, and Novita 🔥'
thumbnail: /blog/assets/inference-providers/second-batch-thumbnail.webp
authors:
- user: julien-c
diff --git a/ml-director-insights-4.md b/ml-director-insights-4.md
index 18fa3adb02..f32d0616f4 100644
--- a/ml-director-insights-4.md
+++ b/ml-director-insights-4.md
@@ -1,6 +1,8 @@
---
-title: "Director of Machine Learning Insights [Part 4]"
+title: Director of Machine Learning Insights [Part 4]
thumbnail: /blog/assets/78_ml_director_insights/part4.png
+authors:
+- user: Violette
---
diff --git a/ml-web-games.md b/ml-web-games.md
index 19505d44c6..881fc14a22 100644
--- a/ml-web-games.md
+++ b/ml-web-games.md
@@ -1,4 +1,3 @@
-
---
title: "Making ML-powered web games with Transformers.js"
thumbnail: /blog/assets/ml-web-games/thumbnail.png
diff --git a/scripts/validate-yaml.ts b/scripts/validate-yaml.ts
index 2a2e9c63ea..7a0a378570 100644
--- a/scripts/validate-yaml.ts
+++ b/scripts/validate-yaml.ts
@@ -29,9 +29,6 @@ for (const lang of ["", "zh/"]) {
z.array(z.object({
local: z.enum([...localMdFiles] as [string, ...string[]]),
- title: z.string(),
- thumbnail: z.string().optional(),
- author: z.string(),
guest: z.boolean().optional(),
date: z.string(),
tags: z.array(z.string()),
@@ -47,4 +44,41 @@ for (const lang of ["", "zh/"]) {
label: z.string(),
})).parse(parse(Deno.readTextFileSync("../" + relativePath)));
}
+
+ {
+ console.log(`Validating ${lang}blog post frontmatter`);
+
+ const localMdFiles = [...Deno.readDirSync("../" + lang)].map((entry) =>
+ entry.name
+ ).filter((name) => name.endsWith(".md"));
+
+ const frontmatterSchema = z.object({
+ title: z.string(),
+ thumbnail: z.string().regex(/\.(jpg|jpeg|gif|png|webp)$/i, "Thumbnail must end with .jpg, .jpeg, .gif, .png, or .webp"),
+ authors: z.array(z.object({
+ user: z.string(),
+ })),
+ });
+
+ for (const mdFile of localMdFiles) {
+ // Skip special files
+ if (mdFile === "README.md" || mdFile === "CONTRIBUTING.md") {
+ continue;
+ }
+
+ const content = Deno.readTextFileSync("../" + lang + mdFile);
+ const frontmatterMatch = content.match(/^---\r?\n([\s\S]*?)\r?\n---/);
+
+ if (!frontmatterMatch) {
+ throw new Error(`No frontmatter found in ${lang}${mdFile}`);
+ }
+
+ try {
+ frontmatterSchema.parse(parse(frontmatterMatch[1]));
+ } catch (error) {
+ console.error(`Error in ${lang}${mdFile}:`, error);
+ throw error;
+ }
+ }
+ }
}
diff --git a/sentence-transformers-in-the-hub.md b/sentence-transformers-in-the-hub.md
index 9aed4e32f7..7a8c587090 100644
--- a/sentence-transformers-in-the-hub.md
+++ b/sentence-transformers-in-the-hub.md
@@ -1,8 +1,9 @@
---
-title: "Sentence Transformers in the Hugging Face Hub"
+title: Sentence Transformers in the Hugging Face Hub
authors:
- user: osanseviero
- user: nreimers
+thumbnail: /blog/assets/95_training_st_models/thumbnail.png
---
# Sentence Transformers in the Hugging Face Hub
diff --git a/the-partnership-amazon-sagemaker-and-hugging-face.md b/the-partnership-amazon-sagemaker-and-hugging-face.md
index 89ccc0e778..9f9fc55594 100644
--- a/the-partnership-amazon-sagemaker-and-hugging-face.md
+++ b/the-partnership-amazon-sagemaker-and-hugging-face.md
@@ -1,6 +1,8 @@
---
title: 'The Partnership: Amazon SageMaker and Hugging Face'
thumbnail: /blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
+authors:
+- user: philschmid
---
diff --git a/voice-consent-gate.md b/voice-consent-gate.md
index a48d0a625b..be9e211f00 100644
--- a/voice-consent-gate.md
+++ b/voice-consent-gate.md
@@ -1,6 +1,6 @@
---
-title: "Voice Cloning with Consent"
-thumbnail: /blog/assets/voice-consent-gate/
+title: Voice Cloning with Consent
+thumbnail: /blog/assets/voice-consent-gate/thumbnail.png
authors:
- user: meg
- user: frimelle
diff --git a/zh/_blog.yml b/zh/_blog.yml
index 81cdbfe69b..7b07291390 100644
--- a/zh/_blog.yml
+++ b/zh/_blog.yml
@@ -1,52 +1,34 @@
- local: how-to-generate
- title: 如何生成文本：通过 Transformers 用不同的解码方法生成文本
- author: patrickvonplaten
- thumbnail: /blog/assets/02_how-to-generate/thumbnail.png
date: March 1, 2020
tags:
- guide
- nlp
- local: reformer
- title: Reformer 模型 - 突破语言建模的极限
- author: patrickvonplaten
- thumbnail: /blog/assets/03_reformer/thumbnail.png
date: July 3, 2020
tags:
- research
- nlp
- local: encoder-decoder
- title: 基于 Transformers 的编码器-解码器模型
- author: patrickvonplaten
- thumbnail: /blog/assets/05_encoder_decoder/thumbnail.png
date: October 10, 2020
tags:
- research
- nlp
- local: accelerated-inference
- title: 如何成功将 🤗 API 客户的 transformer 模型推理速度加快 100 倍
- author: Narsil
- thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
date: January 18, 2021
tags:
- analysis
- nlp
- local: long-range-transformers
- title: 长程 transformer 模型
- author: VictorSanh
- thumbnail: /blog/assets/14_long_range_transformers/EfficientTransformerTaxonomy.png
date: March 09, 2021
tags:
- research
- nlp
- local: big-bird
- title: 深入理解 BigBird 的块稀疏注意力
- thumbnail: /blog/assets/18_big_bird/block-sparse-attn.gif
- author: vasudevgupta
guest: true
date: March 31, 2021
tags:
@@ -55,70 +37,46 @@
- nlp
- local: the-age-of-ml-as-code
- title: 机器学习即代码的时代已经到来
- author: juliensimon
- thumbnail: /blog/assets/31_age_of_ml_as_code/01_entreprise_ml.png
date: October 20, 2021
tags:
- analysis
- local: large-language-models
- title: '大语言模型: 新的摩尔定律？'
- author: juliensimon
- thumbnail: /blog/assets/33_large_language_models/01_model_size.jpg
date: October 26, 2021
tags:
- analysis
- nlp
- local: pytorch-fsdp
- title: 使用 PyTorch 完全分片数据并行技术加速大模型训练
- author: smangrul
- thumbnail: /blog/assets/62_pytorch_fsdp/fsdp-thumbnail.png
date: May 2, 2022
tags:
- guide
- local: constrained-beam-search
- title: 在 🤗 Transformers 中使用约束波束搜索引导文本生成
- author: cwkeam
guest: true
- thumbnail: /blog/assets/53_constrained_beam_search/thumbnail.png
date: March 11, 2022
tags:
- guide
- nlp
- local: transformers-design-philosophy
- title: 不要重复自己 - 🤗 Transformers 的设计理念
- author: patrickvonplaten
- thumbnail: /blog/assets/59_transformers_philosophy/transformers.png
date: April 5, 2022
tags:
- community
- local: getting-started-habana
- title: 基于 Habana Gaudi 的 Transformers 入门
- author: juliensimon
- thumbnail: /blog/assets/61_getting_started_habana/thumbnail.png
date: April 26, 2022
tags:
- partnerships
- guide
- local: bloom-megatron-deepspeed
- title: BLOOM 训练背后的技术
- author: stas
- thumbnail: /blog/assets/86_bloom_megatron_deepspeed/thumbnail.png
date: July 14, 2022
tags:
- nlp
- llm
- local: hf-bitsandbytes-integration
- title: 大规模 Transformer 模型 8 比特矩阵乘简介 - 基于 Hugging Face Transformers、Accelerate 以及 bitsandbytes
- author: ybelkada
- thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png
date: August 17, 2022
tags:
- nlp
@@ -126,18 +84,12 @@
- quantization
- local: megatron-training
- title: 如何使用 Megatron-LM 训练语言模型
- author: loubnabnl
- thumbnail: /blog/assets/100_megatron_training/thumbnail.png
date: September 7, 2022
tags:
- guide
- nlp
- local: bloom-inference-pytorch-scripts
- title: 使用 DeepSpeed 和 Accelerate 进行超快 BLOOM 模型推理
- author: stas
- thumbnail: /blog/assets/bloom-inference-pytorch-scripts/thumbnail.png
date: Sep 16, 2022
tags:
- nlp
@@ -146,18 +98,12 @@
- inference
- local: setfit
- title: 'SetFit: 高效的无提示少样本学习'
- author: Unso
- thumbnail: /blog/assets/103_setfit/intel_hf_logo.png
date: September 26, 2022
tags:
- research
- nlp
- local: bloom-inference-optimization
- title: '优化故事: BLOOM 模型推理'
- author: Narsil
- thumbnail: /blog/assets/bloom-inference-pytorch-scripts/thumbnail.png
date: Oct 12, 2022
tags:
- open-source-collab
@@ -165,9 +111,6 @@
- research
- local: pytorch-ddp-accelerate-transformers
- title: 从 PyTorch DDP 到 Accelerate 到 Trainer，轻松掌握分布式训练
- author: muellerzr
- thumbnail: /blog/assets/111_pytorch_ddp_accelerate_transformers/thumbnail.png
date: October 21, 2022
tags:
- guide
@@ -175,18 +118,12 @@
- open-source-collab
- local: fine-tune-whisper
- title: 使用 🤗 Transformers 微调 Whisper 模型
- author: sanchit-gandhi
- thumbnail: /blog/assets/111_fine_tune_whisper/thumbnail.jpg
date: Nov 3, 2022
tags:
- guide
- audio
- local: dreambooth
- title: 使用 🧨 Diffusers 通过 Dreambooth 技术来训练 Stable Diffusion
- author: valhalla
- thumbnail: /blog/assets/sd_dreambooth_training/thumbnail.jpg
date: November 7, 2022
tags:
- diffusers
@@ -196,9 +133,6 @@
- guide
- local: introducing-csearch
- title: 在 Transformers 中使用对比搜索生成可媲美人类水平的文本🤗
- author: yxuansu
- thumbnail: /blog/assets/115_introducing_contrastive_search/thumbnail.png
date: Nov 8, 2022
tags:
- nlp
@@ -206,36 +140,24 @@
- research
- local: inference-update
- title: Hugging Face 提供的推理 (Inference) 解决方案
- author: julsimon
- thumbnail: /blog/assets/116_inference_update/widget.png
date: Nov 21, 2022
tags:
- guide
- inference
- local: document-ai
- title: 加速 Document AI (文档智能) 发展
- author: rajistics
- thumbnail: /blog/assets/112_document-ai/thumbnail.png
date: Nov 21, 2022
tags:
- guide
- expert-acceleration-program
- local: time-series-transformers
- title: 使用 🤗 Transformers 进行概率时间序列预测
- author: nielsr
- thumbnail: /blog/assets/118_time-series-transformers/thumbnail.png
date: December 1, 2022
tags:
- research
- time-series
- local: rlhf
- title: ChatGPT 背后的「功臣」——RLHF 技术详解
- author: natolambert
- thumbnail: /blog/assets/120_rlhf/thumbnail.png
date: December 9, 2022
tags:
- rlhf
@@ -243,9 +165,6 @@
- guide
- local: elixir-bumblebee
- title: 从 GPT2 到 Stable Diffusion：Elixir 社区迎来了 Hugging Face
- author: josevalim
- thumbnail: /blog/assets/120_elixir-bumblebee/thumbnail.png
date: December 9, 2022
tags:
- elixir
@@ -255,18 +174,12 @@
- open-source-collab
- local: habana-gaudi-2-benchmark
- title: 更快的训练和推理：对比 Habana Gaudi®2 和英伟达 A100 80GB
- author: regisss
- thumbnail: /blog/assets/habana-gaudi-2-benchmark/thumbnail.png
date: December 14, 2022
tags:
- partnerships
- habana
- local: intel-sapphire-rapids
- title: 使用英特尔 Sapphire Rapids 加速 PyTorch Transformers 模型（第一部分）
- author: juliensimon
- thumbnail: /blog/assets/124_intel_sapphire_rapids/02.png
date: January 2, 2023
tags:
- guide
@@ -275,9 +188,6 @@
- partnerships
- local: ml-for-games-1
- title: 基于 AI 进行游戏开发：5天创建一个农场游戏！第1部分
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail.png
date: January 2, 2023
tags:
- community
@@ -286,9 +196,6 @@
- game-dev
- local: intro-graphml
- title: 一文带你入门图机器学习
- author: clefourrier
- thumbnail: /blog/assets/125_intro-to-graphml/thumbnail.png
date: January 3, 2023
tags:
- community
@@ -296,9 +203,6 @@
- graphs
- local: ml-for-games-2
- title: 使用 ChatGPT 启发游戏创意：基于 AI 5 天创建一个农场游戏，第 2 天
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail2.png
date: January 9, 2023
tags:
- community
@@ -306,27 +210,18 @@
- game-dev
- local: image-similarity
- title: 基于 Hugging Face Datasets 和 Transformers 的图像相似性搜索
- author: sayakpaul
- thumbnail: /blog/assets/image_similarity/thumbnail.png
date: Jan 16, 2023
tags:
- guide
- cv
- local: mask2former
- title: '通用图像分割任务: 使用 Mask2Former 和 OneFormer'
- author: nielsr
- thumbnail: /blog/assets/127_mask2former/thumbnail.png
date: Jan 19, 2023
tags:
- cv
- guide
- local: ml-for-games-3
- title: AI 制作 3D 素材——基于 AI 5 天创建一个农场游戏，第 3 天
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail3.png
date: January 20, 2023
tags:
- community
@@ -334,9 +229,6 @@
- game-dev
- local: dialog-agents
- title: 解读 ChatGPT 背后的技术重点：RLHF、IFT、CoT、红蓝对抗
- author: nazneen
- thumbnail: /blog/assets/dialog-agents/thumbnail.png
date: January 24, 2023
tags:
- rlhf
@@ -346,9 +238,6 @@
- sft
- local: optimum-onnxruntime-training
- title: Optimum + ONNX Runtime—更容易、更快地训练你的 Hugging Face 模型
- author: Jingya
- thumbnail: /blog/assets/optimum_onnxruntime-training/thumbnail.png
date: January 24, 2023
tags:
- guide
@@ -356,9 +245,6 @@
- onnxruntime
- local: lora
- title: 使用 LoRA 进行 Stable Diffusion 的高效参数微调
- author: pcuenq
- thumbnail: /blog/assets/lora/thumbnail.png
date: January 26, 2023
tags:
- diffusersgame
@@ -368,9 +254,6 @@
- guide
- local: ml-for-games-4
- title: 制作 2D 素材——基于 AI 5 天创建一个农场游戏，第 4 天
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail4.png
date: January 26, 2023
tags:
- community
@@ -378,9 +261,6 @@
- game-dev
- local: vision_language_pretraining
- title: 深入了解视觉语言模型
- author: adirik
- thumbnail: /blog/assets/128_vision_language_pretraining/thumbnail.png
date: February 03, 2023
tags:
- cv
@@ -388,9 +268,6 @@
- multimodal
- local: intel-sapphire-rapids-inference
- title: CPU 推理——使用英特尔 Sapphire Rapids 加速 PyTorch Transformers，第二部分
- author: juliensimon
- thumbnail: /blog/assets/129_intel_sapphire_rapids_inference/01.png
date: February 6, 2023
tags:
- guide
@@ -399,17 +276,11 @@
- partnerships
- local: aivsai
- title: AI ⚔️ 大战 AI ⚔️ ，一个深度强化学习多智能体竞赛系统
- author: CarlCochet
- thumbnail: /blog/assets/128_aivsai/thumbnail.png
date: February 07, 2023
tags:
- rl
- local: ml-for-games-5
- title: 使用 ChatGPT 设计游戏剧情——基于 AI 5 天创建一个农场游戏，完结篇！
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail5.png
date: February 07, 2023
tags:
- community
@@ -417,18 +288,12 @@
- game-dev
- local: speecht5
- title: 使用 SpeechT5 进行语音合成、识别和更多功能
- author: Matthijs
- thumbnail: /blog/assets/speecht5/thumbnail.png
date: February 8, 2023
tags:
- guide
- audio
- local: peft
- title: '🤗 PEFT: 在低资源硬件上对十亿规模模型进行参数高效微调'
- author: smangrul
- thumbnail: /blog/assets/130_peft/thumbnail.png
date: February 10, 2023
tags:
- guide
@@ -440,9 +305,6 @@
- dreambooth
- local: blip-2
- title: 使用 BLIP-2 零样本“图生文”
- author: MariaK
- thumbnail: /blog/assets/blip-2/thumbnail.png
date: February 15, 2023
tags:
- guide
@@ -451,9 +313,6 @@
- multimodal
- local: red-teaming
- title: 为大语言模型建立红队对抗
- author: nazneen
- thumbnail: /blog/assets/red-teaming/thumbnail.png
date: February 22, 2023
tags:
- llms
@@ -464,26 +323,17 @@
- alignment
- local: ethics-diffusers
- title: 开发 Diffusers 库的道德行为指南
- author: giadap
- thumbnail: /blog/assets/ethics-diffusers/thumbnail.png
date: March 2, 2023
tags:
- ethics
- diffusers
- local: controlnet
- title: 使用 🧨 Diffusers 实现 ControlNet 高速推理
- author: sayakpaul
- thumbnail: /blog/assets/controlnet/thumbnail.png
date: March 3, 2023
tags:
- diffusers
- local: vit-align
- title: Kakao Brain 的开源 ViT、ALIGN 和 COYO 文字—图片数据集
- author: adirik
- thumbnail: /blog/assets/132_vit_align/thumbnail.png
date: March 6, 2023
tags:
- cv
@@ -492,18 +342,12 @@
- multimodal
- local: trl-peft
- title: 在一张 24 GB 的消费级显卡上用 RLHF 微调 20B LLMs
- author: edbeeching
- thumbnail: /blog/assets/133_trl_peft/thumbnail.png
date: March 9, 2023
tags:
- rl
- nlp
- local: informer
- title: 使用 Informer 进行多元概率时间序列预测
- author: elisim
- thumbnail: /blog/assets/134_informer/thumbnail.png
date: March 10, 2023
tags:
- guide
@@ -511,9 +355,6 @@
- time-series
- local: stable-diffusion-inference-intel
- title: 在英特尔 CPU 上加速 Stable Diffusion 推理
- author: juliensimon
- thumbnail: /blog/assets/136_stable_diffusion_inference_intel/01.png
date: March 28, 2023
tags:
- hardware
@@ -521,9 +362,6 @@
- guide
- local: habana-gaudi-2-bloom
- title: 大语言模型快速推理：在 Habana Gaudi2 上推理 BLOOMZ
- author: regisss
- thumbnail: /blog/assets/habana-gaudi-2-bloom/thumbnail.png
date: March 28, 2023
tags:
- habana
@@ -535,25 +373,16 @@
- inference
- local: train-your-controlnet
- title: 使用 diffusers 训练你自己的 ControlNet 🧨
- author: multimodalart
- thumbnail: /blog/assets/136_train-your-controlnet/thumbnail.png
date: March 28, 2023
tags:
- diffusers
- local: ethics-soc-3
- title: '道德与社会问题简报 #3: Hugging Face 上的道德开放性'
- author: irenesolaiman
- thumbnail: /blog/assets/137_ethics_soc_3/ethics_3_thumbnail.png
date: Mar 30, 2023
tags:
- ethics
- local: stackllama
- title: '“StackLLaMA”: 用 RLHF 训练 LLaMA 的手把手教程'
- author: edbeeching
- thumbnail: /blog/assets/138_stackllama/thumbnail.png
date: April 5, 2023
tags:
- rl
@@ -561,9 +390,6 @@
- nlp
- local: graphml-classification
- title: 使用 Transformers 进行图分类
- author: clefourrier
- thumbnail: /blog/assets/125_intro-to-graphml/thumbnail_classification.png
date: April 14, 2023
tags:
- community
@@ -571,9 +397,6 @@
- graphs
- local: unity-in-spaces
- title: 如何在 🤗 Space 上托管 Unity 游戏
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/unity-in-spaces-thumbnail.png
date: April 21, 2023
tags:
- community
@@ -581,18 +404,12 @@
- game-dev
- local: chinese-language-blog
- title: Hugging Face 中文博客正式发布！
- author: xianbao
- thumbnail: /blog/assets/chinese-language-blog/thumbnail.png
date: April 24, 2023
tags:
- partnerships
- community
- local: unity-api
- title: 如何安装和使用 Hugging Face Unity API
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/unity-api-thumbnail.png
date: May 1, 2023
tags:
- community
@@ -600,9 +417,6 @@
- game-dev
- local: starcoder
- title: StarCoder：最先进的代码大模型
- author: lvwerra
- thumbnail: /blog/assets/141_starcoder/starcoder_thumbnail.png
date: May 4, 2023
tags:
- nlp
@@ -610,9 +424,6 @@
- research
- local: text-to-video
- title: 深入理解文生视频模型
- author: adirik
- thumbnail: /blog/assets/140_text-to-video/thumbnail.png
date: May 8, 2023
tags:
- multi-modal
@@ -623,9 +434,6 @@
- text-to-video
- local: starchat-alpha
- title: 使用 StarCoder 创建一个编程助手
- author: lewtun
- thumbnail: /blog/assets/starchat_alpha/thumbnail.png
date: May 9, 2023
tags:
- nlp
@@ -633,18 +441,12 @@
- research
- local: assisted-generation
- title: 辅助生成：低延迟文本生成的新方向
- author: joaogante
- thumbnail: /blog/assets/assisted-generation/thumbnail.png
date: May 11, 2023
tags:
- nlp
- research
- local: rwkv
- title: RWKV——transformer 与 RNN 的强强联合
- author: BlinkDL
- thumbnail: /blog/assets/142_rwkv/rwkv_thumbnail.png
date: May 15, 2023
tags:
- nlp
@@ -652,9 +454,6 @@
- research
- local: generative-ai-models-on-intel-cpu
- title: 越小越好：Q8-Chat，在英特尔至强 CPU 上体验高效的生成式 AI
- thumbnail: /blog/assets/143_q8chat/thumbnail.png
- author: andyll7772
date: May 16, 2023
tags:
- llm
@@ -664,19 +463,13 @@
- quantization
- local: dedup
- title: BigCode 背后的大规模数据去重
- author: chenghao
guest: true
- thumbnail: /blog/assets/dedup/thumbnail.png
date: May 16, 2023
tags:
- bigcode
- deduplication
- local: instruction-tuning-sd
- title: 使用 InstructPix2Pix 对 Stable Diffusion 进行指令微调
- author: sayakpaul
- thumbnail: /blog/assets/instruction_tuning_sd/thumbnail.png
date: May 23, 2023
tags:
- diffusers
@@ -686,9 +479,6 @@
- guide
- local: 4bit-transformers-bitsandbytes
- title: 用 bitsandbytes、4 比特量化和 QLoRA 打造亲民的 LLM
- author: ybelkada
- thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png
date: May 24, 2023
tags:
- transformers
@@ -697,9 +487,6 @@
- 4bit
- local: train-optimize-sd-intel
- title: 基于 NNCF 和 🤗 Optimum 面向 Intel CPU 对 Stable Diffusion 优化
- author: AlexKoff88
- thumbnail: /blog/assets/train_optimize_sd_intel/thumbnail.png
date: May 25, 2023
tags:
- diffusers
@@ -708,9 +495,6 @@
- guide - quantization
- local: unity-asr
- title: 如何在 Unity 游戏中集成 AI 语音识别？
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/unity-asr-thumbnail.png
date: June 2, 2023
tags:
- community
@@ -719,9 +503,6 @@
- speech-recognition
- local: falcon
- title: Falcon 登陆 Hugging Face 生态
- author: lvwerra
- thumbnail: /blog/assets/147_falcon/falcon_thumbnail.jpg
date: June 5, 2023
tags:
- nlp
@@ -729,9 +510,6 @@
- research
- local: open-llm-leaderboard-rlhf
- title: 基础大模型能像人类一样标注数据吗？
- author: nazneen
- thumbnail: /blog/assets/llm-leaderboard/leaderboard-thumbnail.png
date: June 12, 2023
tags:
- nlp
@@ -739,9 +517,6 @@
- leaderboard
- local: autoformer
- title: Transformer 模型能够有效地进行时间序列预测 (使用 Autoformer)
- author: elisim
- thumbnail: /blog/assets/150_autoformer/thumbnail.png
date: June 16, 2023
tags:
- guide
@@ -749,18 +524,12 @@
- time-series
- local: mms_adapters
- title: 微调用于多语言 ASR 的 MMS 适配器模型
- author: patrickvonplaten
- thumbnail: /blog/assets/151_mms/mms_map.png
date: June 19, 2023
tags:
- audio
- research
- local: open-llm-leaderboard-mmlu
- title: Open LLM 排行榜近况
- author: clefourrier
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: June 23, 2023
tags:
- community
@@ -770,17 +539,11 @@
- leaderboard
- local: ethics-soc-4
- title: '道德与社会问题简报 #4：文生图模型中的偏见'
- author: sasha
- thumbnail: /blog/assets/152_ethics_soc_4/ethics_4_thumbnail.png
date: June 26, 2023
tags:
- ethics
- local: bridgetower
- title: 使用 Habana Gaudi2 加速视觉语言模型 BridgeTower
- author: regisss
- thumbnail: /blog/assets/bridgetower/thumbnail.png
date: June 29, 2023
tags:
- partnerships
@@ -790,9 +553,6 @@
- hardware
- local: inference-endpoints-llm
- title: 用 Hugging Face 推理端点部署 LLM
- author: philschmid
- thumbnail: /blog/assets/155_inference_endpoints_llm/thumbnail.jpg
date: July 4, 2023
tags:
- guide
@@ -801,9 +561,6 @@
- inference
- local: stable-diffusion-finetuning-intel
- title: 在英特尔 CPU 上微调 Stable Diffusion 模型
- author: juliensimon
- thumbnail: /blog/assets/stable-diffusion-finetuning-intel/dicoo_image.png
date: July 14, 2023
tags:
- guide
@@ -812,9 +569,6 @@
- partnerships
- local: os-llms
- title: Hugging Face 的文本生成和大语言模型的开源生态
- author: merve
- thumbnail: /blog/assets/os_llms/thumbnail.png
date: July 17, 2023
tags:
- LLM
@@ -822,9 +576,6 @@
- nlp
- local: llama2
- title: Llama 2 来袭 - 在 Hugging Face 上玩转它
- author: osanseviero
- thumbnail: /blog/assets/llama2/thumbnail.jpg
date: July 18, 2023
tags:
- nlp
@@ -833,9 +584,6 @@
- LLM
- local: diffusers-turns-1
- title: 🤗 Diffusers 一岁啦!
- author: stevhliu
- thumbnail: /blog/assets/diffusers-turns-1/diffusers-turns-1.png
date: July 20, 2023
tags:
- community
@@ -844,18 +592,12 @@
- diffusers
- local: game-jam-first-edition-results
- title: 首届开源 AI 游戏挑战赛事结果
- author: ThomasSimonini
- thumbnail: /blog/assets/game-jam-first-edition-results/thumbnail.jpg
date: July 21, 2023
tags:
- ai-for-games
- game-dev
- local: 3d-assets
- title: 手把手教你使用人工智能生成 3D 素材
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail-3d.jpg
date: August 01, 2023
tags:
- community
@@ -865,10 +607,7 @@
- game-dev
- local: sd_distillation
- title: 开源 SD-Small 和 SD-Tiny 知识蒸馏代码与权重
- author: harishsegmind
guest: true
- thumbnail: /blog/assets/distill_sd/thumbnail.png
date: August 1, 2023
tags:
- stable-diffusion
@@ -876,10 +615,7 @@
- diffusers
- local: encrypted-llm
- title: 使用 FHE 实现加密大语言模型
- author: RomanBredehoft
guest: true
- thumbnail: /blog/assets/encrypted-llm/thumbnail.png
date: August 02, 2023
tags:
- guide
@@ -889,18 +625,12 @@
- llm
- local: huggy-lingo
- title: Huggy Lingo：利用机器学习改进 Hugging Face Hub 上的语言元数据
- author: davanstrien
- thumbnail: /blog/assets/156_huggylingo/Huggy_Lingo.png
date: August 2, 2023
tags:
- announcement
- research
- local: dpo-trl
- title: 使用 DPO 微调 Llama 2
- author: kashif
- thumbnail: /blog/assets/157_dpo_trl/dpo_thumbnail.png
date: August 8, 2023
tags:
- rl
@@ -908,9 +638,6 @@
- nlp
- local: optimizing-bark
- title: 使用 🤗 Transformers 优化 Bark
- author: ylacombe
- thumbnail: /blog/assets/bark_optimization/thumbnail.png
date: August 9, 2023
tags:
- text-to-speech
@@ -919,10 +646,7 @@
- bark
- local: deploy-deepfloydif-using-bentoml
- title: 使用 BentoML 部署 🤗 Hugging Face 上的模型：DeepFloyd IF 实战
- author: Sherlockk
guest: true
- thumbnail: /blog/assets/deploy-deepfloydif-using-bentoml/thumbnail.png
date: August 9, 2023
tags:
- deployment
@@ -932,9 +656,6 @@
- diffusers
- local: idefics
- title: IDEFICS 简介：最先进视觉语言模型的开源复现
- author: VictorSanh
- thumbnail: /blog/assets/idefics/thumbnail.png
date: August 22, 2023
tags:
- research
@@ -942,9 +663,6 @@
- cv
- local: safecoder
- title: 推介 SafeCoder
- author: jeffboudier
- thumbnail: /blog/assets/159_safecoder/thumbnail.jpg
date: August 22, 2023
tags:
- announcement
@@ -953,9 +671,6 @@
- bigcode
- local: gptq-integration
- title: 使用 AutoGPTQ 和 transformers 让大语言模型更轻量化
- author: marcsun13
- thumbnail: /blog/assets/159_autogptq_transformers/thumbnail.jpg
date: August 23, 2023
tags:
- llm
@@ -963,18 +678,12 @@
- quantization
- local: password-git-deprecation
- title: Hub 上的 Git 操作不再支持使用密码验证
- author: Sylvestre
- thumbnail: /blog/assets/password-git-deprecation/thumbnail.png
date: August 25, 2023
tags:
- announcement
- security
- local: codellama
- title: Code Llama：Llama 2 学会写代码了！
- author: philschmid
- thumbnail: /blog/assets/160_codellama/thumbnail.jpg
date: August 25, 2023
tags:
- nlp
@@ -983,9 +692,6 @@
- LLM
- local: audioldm2
- title: AudioLDM 2，加速⚡️！
- author: sanchit-gandhi
- thumbnail: /blog/assets/161_audioldm2/thumbnail.png
date: Aug 30, 2023
tags:
- guide
@@ -994,9 +700,6 @@
- diffusion
- local: falcon-180b
- title: Falcon 180B 现已登陆 Hugging Face Hub
- author: philschmid
- thumbnail: /blog/assets/162_falcon_180b/thumbnail.jpg
date: September 6, 2023
tags:
- nlp
@@ -1005,10 +708,7 @@
- LLM
- local: t2i-sdxl-adapters
- title: 在 SDXL 上用 T2I-Adapter 实现高效可控的文生图
- author: Adapter
guest: true
- thumbnail: /blog/assets/t2i-sdxl-adapters/thumbnail.png
date: September 8, 2023
tags:
- guide
@@ -1017,9 +717,6 @@
- diffusion
- local: overview-quantization-transformers
- title: 🤗 Transformers 中原生支持的量化方案概述
- author: ybelkada
- thumbnail: /blog/assets/163_overview_quantization_transformers/thumbnail.jpg
date: September 12, 2023
tags:
- llm
@@ -1030,9 +727,6 @@
- gptq
- local: ram-efficient-pytorch-fsdp
- title: 使用 PyTorch FSDP 微调 Llama 2 70B
- author: smangrul
- thumbnail: /blog/assets/160_fsdp_llama/thumbnail.jpg
date: September 13, 2023
tags:
- llm
@@ -1040,9 +734,6 @@
- nlp
- local: optimize-llm
- title: 面向生产的 LLM 优化
- author: patrickvonplaten
- thumbnail: /blog/assets/163_optimize_llm/optimize_llm.png
date: Sep 15, 2023
tags:
- nlp
@@ -1050,9 +741,6 @@
- LLM
- local: gaussian-splatting
- title: 3D 高斯点染简介
- author: dylanebert
- thumbnail: /blog/assets/124_ml-for-games/thumbnail-gaussian-splatting.png
date: September 18, 2023
tags:
- community
@@ -1061,9 +749,6 @@
- game-dev
- local: Llama2-for-non-engineers
- title: 非工程师指南：训练 LLaMA 2 聊天机器人
- author: 2legit2overfit
- thumbnail: /blog/assets/78_ml_director_insights/tuto.png
date: September 28, 2023
tags:
- guide
@@ -1071,10 +756,7 @@
- nlp
- local: trl-ddpo
- title: 使用 DDPO 在 TRL 中微调 Stable Diffusion 模型
- author: metric-space
guest: true
- thumbnail: /blog/assets/166_trl_ddpo/thumbnail.png
date: September 29, 2023
tags:
- guide
@@ -1083,9 +765,6 @@
- rlhf
- local: chat-templates
- title: 聊天模板：无声性能杀手的终结
- author: rocketknight1
- thumbnail: /blog/assets/chat-templates/thumbnail.png
date: October 3, 2023
tags:
- LLM
@@ -1093,9 +772,6 @@
- community
- local: gradio-lite
- title: 'Gradio-Lite: 完全在浏览器里运行的无服务器 Gradio'
- author: abidlabs
- thumbnail: /blog/assets/167_gradio_lite/thumbnail.png
date: October 19, 2023
tags:
- gradio
@@ -1103,9 +779,6 @@
- serverless
- local: the_n_implementation_details_of_rlhf_with_ppo
- title: 使用 PPO 算法进行 RLHF 的 N 步实现细节
- author: vwxyzjn
- thumbnail: /blog/assets/167_the_n_implementation_details_of_rlhf_with_ppo/thumbnail.png
date: October 24, 2023
tags:
- research
@@ -1113,9 +786,6 @@
- rlhf
- local: personal-copilot
- title: 个人编程助手：训练你自己的编码助手
- author: smangrul
- thumbnail: /blog/assets/170_personal_copilot/thumbnail.png
date: October 27, 2023
tags:
- bigcode
@@ -1125,9 +795,6 @@
- guide
- local: regions
- title: HF Hub 现已加入存储区域功能
- author: julien-c
- thumbnail: /blog/assets/172_regions/thumbnail.png
date: November 3, 2023
tags:
- announcement
@@ -1135,9 +802,6 @@
- hub
- local: Lora-for-sequence-classification-with-Roberta-Llama-Mistral
- title: 在灾难推文分析场景上比较用 LoRA 微调 Roberta、Llama 2 和 Mistral 的过程及表现
- author: mehdiiraqui
- thumbnail: /blog/assets/Lora-for-sequence-classification-with-Roberta-Llama-Mistral/Thumbnail.png
date: November 7, 2023
tags:
- nlp
@@ -1146,9 +810,6 @@
- peft
- local: lcm_lora
- title: 使用 LCM LoRA 4 步完成 SDXL 推理
- author: pcuenq
- thumbnail: /blog/assets/lcm_sdxl/lcm_thumbnail.png
date: November 9, 2023
tags:
- sdxl
@@ -1158,9 +819,6 @@
- hub
- local: open-llm-leaderboard-drop
- title: 开放 LLM 排行榜：深入研究 DROP
- author: clefourrier
- thumbnail: /blog/assets/evaluating-mmlu-leaderboard/thumbnail.png
date: December 1, 2023
tags:
- community
@@ -1170,19 +828,13 @@
- leaderboard
- local: setfit-absa
- title: SetFitABSA：基于 SetFit 的少样本、方面级情感分析
- author: ronenlap
guest: true
- thumbnail: /blog/assets/setfit-absa/intel_hf_logo_2.png
date: December 6, 2023
tags:
- research
- nlp
- local: moe
- title: 混合专家模型（MoE）详解
- author: osanseviero
- thumbnail: /blog/assets/moe/thumbnail.png
date: December 11, 2023
tags:
- moe
@@ -1191,9 +843,6 @@
- guide
- local: mixtral
- title: 欢迎 Mixtral - 当前 Hugging Face 上最先进的 MoE 模型
- author: lewtun
- thumbnail: /blog/assets/mixtral/thumbnail.jpg
date: December 11, 2023
tags:
- mixtral
@@ -1203,9 +852,6 @@
- transformers
- local: 2023-in-llms
- title: 2023, 开源大模型之年
- thumbnail: /blog/assets/cv_state/thumbnail.png
- author: clefourrier
date: December 18, 2023
tags:
- research
@@ -1213,9 +859,6 @@
- llm
- local: whisper-speculative-decoding
- title: 使用推测解码使 Whisper 实现2倍的推理加速
- author: sanchit-gandhi
- thumbnail: /blog/assets/whisper-speculative-decoding/thumbnail.png
date: Dec 20, 2023
tags:
- guide
@@ -1223,9 +866,6 @@
- transformers
- local: sdxl_lora_advanced_script
- title: 全世界 LoRA 训练脚本，联合起来!
- author: LinoyTsaban
- thumbnail: /blog/assets/dreambooth_lora_sdxl/thumbnail.png
date: January 2, 2024
tags:
- guide
@@ -1240,9 +880,6 @@
- sdxl
- local: open-source-llms-as-agents
- title: 开源大语言模型作为 LangChain 智能体
- author: m-ric
- thumbnail: /blog/assets/open-source-llms-as-agents/thumbnail_open_source_agents.png
date: January 24, 2024
tags:
- mixtral
@@ -1256,10 +893,7 @@
- benchmark
- local: leaderboard-decodingtrust
- title: 来自 AI Secure 实验室的 LLM 安全排行榜简介
- author: danielz01
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_decodingtrust.png
date: January 26, 2024
tags:
- leaderboard
@@ -1268,10 +902,7 @@
- research
- local: intel-starcoder-quantization
- title: 使用 🤗 Optimum Intel 在英特尔至强上加速 StarCoder：Q8/Q4 及投机解码
- author: ofirzaf
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: Jan 30, 2024
tags:
- nlp
@@ -1282,9 +913,6 @@
- community
- local: leaderboard-patronus
- title: 企业场景排行榜简介：现实世界用例排行榜
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_patronus.png
- author: sunitha98
guest: true
date: January 31, 2024
tags:
@@ -1293,9 +921,6 @@
- collaboration
- local: synthetic-data-save-costs
- title: 合成数据：利用开源技术节约资金、时间和减少碳排放
- author: MoritzLaurer
- thumbnail: /blog/assets/176_synthetic-data-save-costs/thumbnail.png
date: Feb 16, 2024
tags:
- guide
@@ -1307,9 +932,6 @@
- autotrain
- local: gemma
- title: '欢迎 Gemma: Google 最新推出开放大语言模型'
- author: philschmid
- thumbnail: /blog/assets/gemma/thumbnail.jpg
date: Feb 21, 2024
tags:
- nlp
@@ -1319,9 +941,6 @@
- gcp
- local: matryoshka
- title: 🪆 俄罗斯套娃嵌入模型
- author: tomaarsen
- thumbnail: /blog/assets/matryoshka/thumbnail.png
date: Feb 23, 2024
tags:
- nlp
@@ -1329,10 +948,7 @@
- guide
- local: gemma-peft
- title: 使用 Hugging Face 微调 Gemma 模型
- author: svaibhav
guest: true
- thumbnail: /blog/assets/gemma-peft/thumbnail.png
date: Feb 23, 2024
tags:
- nlp
@@ -1343,9 +959,6 @@
- peft
- local: watermarking
- title: 人工智能水印技术入门：工具与技巧
- author: sasha
- thumbnail: /blog/assets/watermarking/thumbnail.png
date: Feb 26, 2024
tags:
- ethics
@@ -1354,9 +967,6 @@
- guide
- local: arena-tts
- title: 'TTS 擂台: 文本转语音模型的自由搏击场'
- thumbnail: /blog/assets/arenas-on-the-hub/thumbnail.png
- author: mrfakename
guest: true
date: Feb 27, 2024
tags:
@@ -1365,9 +975,6 @@
- collaboration
- local: starcoder2
- title: StarCoder2 及 The Stack v2 数据集正式发布
- author: lvwerra
- thumbnail: /blog/assets/177_starcoder2/sc2-banner.png
date: Feb 28, 2024
tags:
- nlp
@@ -1376,10 +983,7 @@
- LLM
- local: textgen-pipe-gaudi
- title: 基于英特尔® Gaudi® 2 AI 加速器的文本生成流水线
- author: siddjags
guest: true
- thumbnail: /blog/assets/textgen-pipe-gaudi/thumbnail.png
date: Feb 29, 2024
tags:
- habana
@@ -1390,10 +994,7 @@
- inference
- local: community-datasets
- title: 数据好合
- author: davanstrien
guest: true
- thumbnail: /blog/assets/community-datasets/thumbnail.png
date: Mar 4, 2024
tags:
- community
@@ -1402,10 +1003,7 @@
- announcement
- local: intel-fast-embedding
- title: 利用 🤗 Optimum Intel 和 fastRAG 在 CPU 上优化文本嵌入
- author: peterizsak
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: Mar 15, 2024
tags:
- nlp
@@ -1416,9 +1014,6 @@
- community
- local: train-dgx-cloud
- title: 在 NVIDIA DGX Cloud上使用 H100 GPU 轻松训练模型
- author: philschmid
- thumbnail: /blog/assets/train-dgx-cloud/thumbnail.jpg
date: March 18, 2024
tags:
- partnerships
@@ -1428,9 +1023,6 @@
- training
- local: quanto-introduction
- title: Quanto：PyTorch 量化工具包
- author: dacorvo
- thumbnail: /blog/assets/169_quanto_intro/thumbnail.png
date: March 18, 2024
tags:
- guide
@@ -1439,9 +1031,6 @@
- diffusers
- local: cosmopedia
- title: Cosmopedia：如何为大语言模型预训练构建大规模合成数据集
- author: loubnabnl
- thumbnail: /blog/assets/cosmopedia/thumbnail.png
date: March 20, 2024
tags:
- guide
@@ -1451,9 +1040,6 @@
- community
- local: phi2-intel-meteor-lake
- title: 笔记本电脑上的聊天机器人：在英特尔 Meteor Lake 上运行 Phi-2
- author: juliensimon
- thumbnail: /blog/assets/phi2-intel-meteor-lake/02.jpg
date: March 20, 2024
tags:
- partnerships
@@ -1461,10 +1047,7 @@
- llm
- local: embedding-quantization
- title: 用于显著提高检索速度和降低成本的二进制和标量嵌入量化
- author: aamirshakir
guest: true
- thumbnail: /blog/assets/embedding-quantization/thumbnail.png
date: Mar 22, 2024
tags:
- nlp
@@ -1474,18 +1057,12 @@
- research
- local: noob_intro_transformers
- title: Hugging Face Transformers 萌新完全指南
- author: 2legit2overfit
- thumbnail: /blog/assets/78_ml_director_insights/guide.png
date: March 22, 2024
tags:
- guide
- community
- local: cloudflare-workers-ai
- title: 为 Hugging Face 用户带来无服务器 GPU 推理服务
- author: philschmid
- thumbnail: /blog/assets/cloudflare-workers-ai/thumbnail.jpg
date: April 2, 2024
tags:
- partnerships
@@ -1494,10 +1071,7 @@
- inference
- local: setfit-optimum-intel
- title: 在英特尔至强 CPU 上使用 🤗 Optimum Intel 实现超快 SetFit 推理
- author: danielkorat
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: April 3, 2024
tags:
- nlp
@@ -1509,17 +1083,11 @@
- open-source-collab
- local: hugging-face-wiz-security-blog
- title: Hugging Face 与 Wiz Research 合作提高人工智能安全性
- author: JJoe206
- thumbnail: /blog/assets/wiz_security/security.png
date: April 4, 2024
tags:
- security
- local: google-cloud-model-garden
- title: 在 Google Cloud 上轻松部署开放大语言模型
- author: philschmid
- thumbnail: /blog/assets/173_gcp-partnership/thumbnail.jpg
date: April 10, 2024
tags:
- partnerships
@@ -1527,9 +1095,6 @@
- hardware
- local: vlms
- title: 视觉语言模型详解
- author: merve
- thumbnail: /blog/assets/vlms_explained/thumbnail.png
date: April 11, 2024
tags:
- vision
@@ -1539,9 +1104,6 @@
- trl
- local: idefics2
- title: Idefics2 简介：为社区而生的强大 8B 视觉语言模型
- author: Leyo
- thumbnail: /blog/assets/idefics/thumbnail.png
date: April 15, 2024
tags:
- research
@@ -1551,17 +1113,11 @@
- multimodal
- local: ryght-case-study
- title: Ryght 在 Hugging Face 专家助力下赋能医疗保健和生命科学之旅
- author: andrewrreed
- thumbnail: /blog/assets/ryght-case-study/thumbnail.png
date: April 16, 2024
tags:
- case-studies
- local: gradio-reload
- title: 使用 Gradio 的“热重载”模式快速开发 AI 应用
- author: freddyaboulton
- thumbnail: /blog/assets/gradio-reload/thumbnail_compressed.png
date: April 16, 2024
tags:
- gradio
@@ -1570,9 +1126,6 @@
- demo
- local: llama3
- title: 欢迎 Llama 3：Meta 的新一代开源大语言模型
- author: philschmid
- thumbnail: /blog/assets/llama3/thumbnail.jpg
date: April 18, 2024
tags:
- nlp
@@ -1581,10 +1134,7 @@
- LLM
- local: leaderboard-medicalllm
- title: 开源医疗大模型排行榜：健康领域大模型基准测试
- author: aaditya
guest: true
- thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_medicalllm.png
date: Apr 19, 2024
tags:
- leaderboard
@@ -1592,9 +1142,6 @@
- research
- local: jat
- title: 万事通，专精部分领域的多功能 Transformer 智能体
- author: qgallouedec
- thumbnail: /blog/assets/jat/thumbnail.png
date: April 22, 2024
tags:
- imitation
@@ -1603,9 +1150,6 @@
- generalist
- local: sc2-instruct
- title: 'StarCoder2-Instruct: 完全透明和可自我对齐的代码生成'
- thumbnail: /blog/assets/sc2-instruct/sc2-instruct-banner.png
- author: yuxiang630
guest: true
date: Apr 29, 2024
tags:
@@ -1615,9 +1159,6 @@
- LLM
- local: asr-diarization
- title: 使用 Hugging Face 推理终端搭建强大的“语音识别 + 说话人分割 + 投机解码”工作流
- author: sergeipetrov
- thumbnail: /blog/assets/asr-diarization/thumbnail.png
date: May 1, 2024
tags:
- audio
@@ -1625,9 +1166,6 @@
- inference
- local: cost-efficient-rag-applications-with-intel
- title: 利用英特尔 Gaudi 2 和至强 CPU 构建经济高效的企业级 RAG 应用
- author: juliensimon
- thumbnail: /blog/assets/cost_efficient_rag_applications_with_intel/main.jpg
date: May 9, 2024
tags:
- partnerships
@@ -1635,9 +1173,6 @@
- llm
- local: agents
- title: '授权调用：介绍 Transformers 智能体 2.0 '
- thumbnail: /blog/assets/agents/thumbnail.png
- author: m-ric
date: May 13, 2024
tags:
- nlp
@@ -1651,9 +1186,6 @@
- benchmark
- local: langchain
- title: Hugging Face x LangChain：全新 LangChain 合作伙伴包
- author: jofthomas
- thumbnail: /blog/assets/langchain_huggingface/thumbnail.png
date: May 14, 2024
tags:
- collaboration
@@ -1662,9 +1194,6 @@
- llm
- local: paligemma
- title: PaliGemma 正式发布 — Google 最新发布的前沿开放视觉语言模型
- thumbnail: /blog/assets/paligemma/Paligemma.png
- author: merve
date: May 14, 2024
tags:
- multimodal
@@ -1672,9 +1201,6 @@
- vision
- local: kv-cache-quantization
- title: 用 KV 缓存量化解锁长文本生成
- thumbnail: /blog/assets/kv_cache_quantization/thumbnail.png
- author: RaushanTurganbay
date: May 16, 2024
tags:
- generation
@@ -1682,9 +1208,6 @@
- quantization
- local: train-sentence-transformers
- title: 用 Sentence Transformers v3 训练和微调嵌入模型
- author: tomaarsen
- thumbnail: /blog/assets/train-sentence-transformers/st-hf-thumbnail.png
date: May 28, 2024
tags:
- nlp
@@ -1693,9 +1216,6 @@
- open-source
- local: tgi-benchmarking
- title: TGI 基准测试
- thumbnail: /blog/assets/tgi-benchmarking/tgi-benchmarking-thumbnail.png
- author: derek-thomas
date: May 29, 2024
tags:
- LLM
@@ -1704,9 +1224,6 @@
- tgi
- local: assisted-generation-support-gaudi
- title: 英特尔 Gaudi 加速辅助生成
- author: haimbarad
- thumbnail: /blog/assets/assisted-generation-support-gaudi/thumbnail.png
date: June 4, 2024
tags:
- partnerships
@@ -1714,9 +1231,6 @@
- hardware
- local: putting_rl_back_in_rlhf_with_rloo
- title: 将强化学习重新引入 RLHF
- thumbnail: /blog/assets/putting_rl_back_in_rlhf_with_rloo/thumbnail.png
- author: vwxyzjn
date: June 12, 2024
tags:
- research
@@ -1724,9 +1238,6 @@
- rlhf
- local: sd3
- title: 欢迎 Stable Diffusion 3 加入 🧨 Diffusers
- author: diffusers
- thumbnail: /blog/assets/sd3/thumbnail.png
date: June 12, 2024
tags:
- diffusers
@@ -1734,9 +1245,6 @@
- sd3
- local: deepspeed-to-fsdp-and-back
- title: 从 DeepSpeed 到 FSDP，再回到 Hugging Face Accelerate
- thumbnail: /blog/assets/deepspeed-to-fsdp-and-back/thumbnail.png
- author: muellerzr
date: June 13, 2024
tags:
- open-source
@@ -1745,9 +1253,6 @@
- collaboration
- local: finetune-florence2
- title: 微调 Florence-2 - 微软的尖端视觉语言模型
- thumbnail: /blog/assets/182_finetune-florence/thumbnail.png
- author: andito
date: Jun 24, 2024
tags:
- collaboration
@@ -1756,9 +1261,6 @@
- research
- local: gemma2
- title: Google 发布最新开放大语言模型 Gemma 2，现已登陆 Hugging Face Hub
- author: philschmid
- thumbnail: /blog/assets/gemma2/thumbnail.jpg
date: Jun 27, 2024
tags:
- nlp
@@ -1768,9 +1270,6 @@
- gcp
- local: beating-gaia
- title: Transformers 代码智能体成功刷榜 GAIA
- author: m-ric
- thumbnail: /blog/assets/beating-gaia/thumbnail.jpeg
date: July 1, 2024
tags:
- agents
@@ -1780,9 +1279,6 @@
- leaderboard
- local: intel-protein-language-model-protst
- title: 在英特尔 Gaudi 2 上加速蛋白质语言模型 ProtST
- author: juliensimon
- thumbnail: /blog/assets/intel-protein-language-model-protst/01.jpeg
date: July 3, 2024
tags:
- partnerships
@@ -1790,9 +1286,6 @@
- llm
- local: dpo_vlm
- title: 为视觉语言多模态模型进行偏好优化
- author: qgallouedec
- thumbnail: /blog/assets/dpo_vlm/thumbnail.png
date: July 10, 2024
tags:
- vlm
@@ -1802,18 +1295,12 @@
- dpo
- local: presidio-pii-detection
- title: 在 Hub 上使用 Presidio 进行自动 PII 检测实验
- author: lhoestq
- thumbnail: /blog/assets/presidio-pii-detection/thumbnail.png
date: Jul 10, 2024
tags:
- datasets
- pii
- local: winning-aimo-progress-prize
- title: NuminaMath 是如何荣膺首届 AIMO 进步奖的？
- author: yfleureau
- thumbnail: /blog/assets/winning-aimo-progress-prize/thumbnail.png
date: July 11, 2024
tags:
- ai4math
@@ -1824,9 +1311,6 @@
- open-science-collab
- local: smollm
- title: SmolLM：一个超快速、超高性能的小模型集合
- author: loubnabnl
- thumbnail: /blog/assets/smollm/banner.png
date: July 16, 2024
tags:
- llm
@@ -1837,9 +1321,6 @@
- community
- local: multi-lora-serving
- title: TGI 多-LoRA：部署一次，搞定 30 个模型的推理服务
- author: derek-thomas
- thumbnail: /blog/assets/multi-lora-serving/thumbnail.png
date: Jul 18, 2024
tags:
- nlp
@@ -1851,9 +1332,6 @@
- guide
- local: docmatix
- title: Docmatix - 超大文档视觉问答数据集
- thumbnail: /blog/assets/183_docmatix/thumbnail_new.png
- author: andito
date: Jul 18, 2024
tags:
- community
@@ -1866,9 +1344,6 @@
- research
- local: llama31
- title: Llama 3.1：405B/70B/8B 模型的多语言与长上下文能力解析
- author: philschmid
- thumbnail: /blog/assets/llama31/thumbnail.jpg
date: July 23, 2024
tags:
- nlp
@@ -1877,9 +1352,6 @@
- LLM
- local: zero-shot-vqa-docmatix
- title: LAVE：使用 LLM 对 Docmatix 进行零样本 VQA 评估 - 我们还需要微调吗？
- author: danaaubakirova
- thumbnail: /blog/assets/184_zero_shot_docmatix/thumb.001.jpeg
date: Jul 25, 2024
tags:
- community
@@ -1891,9 +1363,6 @@
- research
- local: quanto-diffusers
- title: 基于 Quanto 和 Diffusers 的内存高效 transformer 扩散模型
- author: sayakpaul
- thumbnail: /blog/assets/quanto-diffusers/thumbnail.png
date: July 30, 2024
tags:
- diffusers
@@ -1901,9 +1370,6 @@
- diffusion-transformers
- local: gemma-july-update
- title: Google 最新发布：Gemma 2 2B、ShieldGemma 和 Gemma Scope
- author: Xenova
- thumbnail: /blog/assets/gemma-july-update/thumbnail.jpg
date: July 31, 2024
tags:
- nlp
@@ -1913,9 +1379,6 @@
- gcp
- local: xethub-joins-hf
- title: XetHub 加入 Hugging Face!
- author: julien-c
- thumbnail: /blog/assets/xethub-joins-hf/thumbnail.png
date: August 8, 2024
tags:
- announcement
@@ -1923,9 +1386,6 @@
- hub
- local: unified-tool-use
- title: 对 LLM 工具使用进行统一
- author: rocketknight1
- thumbnail: /blog/assets/unified-tool-use/thumbnail.png
date: August 12, 2024
tags:
- LLM
@@ -1933,10 +1393,7 @@
- community
- local: falconmamba
- title: 'Falcon Mamba: 首个高效的无注意力机制 7B 模型'
guest: true
- author: JingweiZuo
- thumbnail: /blog/assets/falconmamba/thumbnail.png
date: August 12, 2024
tags:
- nlp
@@ -1946,9 +1403,6 @@
- Mamba
- local: introduction-to-ggml
- title: ggml 简介
- author: ngxson
- thumbnail: /blog/assets/introduction-to-ggml/cover.jpg
date: August 13, 2024
tags:
- guide
@@ -1956,9 +1410,6 @@
- ggml
- local: infini-attention
- title: 一次失败的实验——无限注意力，我们为什么坚持实验
- author: neuralink
- thumbnail: /blog/assets/185_infini_attention/infini_attention_thumbnail.png
date: August 14, 2024
tags:
- long-context
@@ -1966,9 +1417,6 @@
- memory-compression
- local: packing-with-FA2
- title: 通过打包 Flash Attention 来提升 Hugging Face 训练效率
- author: lwtr
- thumbnail: /blog/assets/packing-with-FA2/thumbnail.png
date: August 21, 2024
tags:
- padding
@@ -1976,17 +1424,11 @@
- Flash Attention 2
- local: accelerate-v1
- title: Accelerate 1.0.0
- author: muellerzr
- thumbnail: /blog/assets/186_accelerate_v1/accelerate_v1_thumbnail.png
date: September 13, 2024
tags:
- guide
- local: sql-console
- title: 为数据集而生的SQL控制台
- author: cfahlgren1
- thumbnail: /blog/assets/sql_console/thumbnail.png
date: September 17, 2024
tags:
- datasets
@@ -1995,9 +1437,6 @@
- community
- local: 1_58_llm_extreme_quantization
- title: 1.58 万亿参数的极端量化
- author: medmekk
- thumbnail: /blog/assets/1_58_llm_extreme_quantization/thumbnail.png
date: September 18, 2024
tags:
- nlp
@@ -2005,18 +1444,12 @@
- community
- local: daily-papers
- title: Hugging Face 论文平台 Daily Papers 功能全解析
- author: AdinaY
- thumbnail: /blog/assets/daily-papers/thumbnail.png
date: September 23, 2024
tags:
- research
- community
- local: deploy-with-openvino
- title: 使用 Optimum-Intel 和 OpenVINO GenAI 优化和部署模型
- author: AlexKoff88
- thumbnail: /blog/assets/deploy-with-openvino/openvino_genai_workflow.png
date: September 20, 2024
tags:
- intel
@@ -2025,9 +1458,6 @@
- inference
- local: fine-video
- title: 揭秘 FineVideo 数据集构建的背后的秘密
- author: mfarre
- thumbnail: /blog/assets/186_fine_video/thumbnail.png
date: September 23, 2024
tags:
- video
@@ -2035,9 +1465,6 @@
- multimodal
- local: llama32
- title: 现在 Llama 具备视觉能力并可以在你的设备上运行 - 欢迎使用 Llama 3.2
- author: merve
- thumbnail: /blog/assets/llama32/thumbnail.jpg
date: September 25, 2024
tags:
- multimodal
@@ -2047,9 +1474,6 @@
- vision
- local: vertex-colored-to-textured-mesh
- title: 顶点着色网格转换为 UV 映射的纹理化网格
- author: dylanebert
- thumbnail: /blog/assets/vertex-colored-to-textured-mesh/thumbnail.png
date: September 30, 2024
tags:
- vision
@@ -2058,28 +1482,19 @@
- tutorial
- local: chinese-ai-expansion
- title: 中国 AI 出海现状概述
- author: AdinaY
- thumbnail: /blog/assets/chinese-ai-expansion/thumbnail.png
date: October 3, 2024
tags:
- research
- community
- local: dynamic_speculation_lookahead
- title: '更快的辅助生成: 动态推测'
- author: jmamou
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: October 8, 2024
tags:
- research
- nlp
- local: gradio-5
- title: Gradio 5 现已发布
- author: abidlabs
- thumbnail: /blog/assets/gradio-5/thumbnail.png
date: October 9, 2024
tags:
- gradio
@@ -2087,9 +1502,6 @@
- open-source
- local: sd3-5
- title: "欢迎 Stable Diffusion 3.5 Large 加入 🧨\_Diffusers"
- author: diffusers
- thumbnail: /blog/assets/sd3-5/thumbnail.png
date: October 22, 2024
tags:
- diffusers
@@ -2097,9 +1509,6 @@
- sd3-5
- local: s2s_endpoint
- title: 在 Hugging Face 上部署语音转语音模型
- author: andito
- thumbnail: /blog/assets/s2s_endpoint/thumbnail.png
date: October 22, 2024
tags:
- audio
@@ -2108,9 +1517,6 @@
- inference-endpoints
- local: synthid-text
- title: SynthID Text：在 AI 生成文本中应用不可见水印的新技术
- author: sumedhghaisas
- thumbnail: /blog/assets/synthid-text/thumbnail.png
date: October 23, 2024
tags:
- announcement
@@ -2120,10 +1526,7 @@
- open-source
- local: universal_assisted_generation
- title: 通用辅助生成：使用任意辅助模型加速解码
- author: danielkorat
guest: true
- thumbnail: /blog/assets/optimum_intel/intel_thumbnail.png
date: October 29, 2024
tags:
- research
@@ -2132,9 +1535,6 @@
- collaboration
- local: pycharm-integration
- title: Hugging Face 与 PyCharm 深度集成：轻松引入丰富的 AI 模型
- author: rocketknight1
- thumbnail: /blog/assets/pycharm-integration/thumbnail.png
date: November 5, 2024
tags:
- announcement
@@ -2143,9 +1543,6 @@
- collaboration
- local: researcher-dataset-sharing
- title: 在 Hugging Face Hub 上分享你的开源数据集
- author: davanstrien
- thumbnail: /blog/assets/researcher-dataset-sharing/thumbnail.png
date: November 12, 2024
tags:
- community
@@ -2154,9 +1551,6 @@
- guide
- local: from-files-to-chunks
- title: '从文件到块: 提高 Hugging Face 存储效率'
- author: jsulz
- thumbnail: /blog/assets/from-files-to-chunks/thumbnail.png
date: November 20, 2024
tags:
- dedupe
@@ -2164,9 +1558,6 @@
- content defined chunking
- local: designing-positional-encoding
- title: 设计位置编码
- author: FL33TW00D-HF
- thumbnail: /blog/assets/designing-positional-encoding/thumbnail_posenc.png
date: November 25, 2024
tags:
- research
@@ -2174,9 +1565,6 @@
- tutorial
- local: eu-ai-act-for-oss-developers
- title: 开源开发者指南：欧盟《人工智能法案》解读
- author: brunatrevelin
- thumbnail: /blog/assets/189_eu-ai-act-for-oss-developers/thumbnail.png
date: December 2, 2024
tags:
- policy
@@ -2184,9 +1572,6 @@
- ethics
- local: layerskip
- title: 自推测解码实现更快文本生成
- author: ariG23498
- thumbnail: /blog/assets/layerskip/thumbnail.png
date: November 20, 2024
tags:
- research
@@ -2195,9 +1580,6 @@
- collaboration
- local: paligemma2
- title: 欢迎 PaliGemma 2 – 来自 Google 的新视觉语言模型
- author: merve
- thumbnail: /blog/assets/paligemma/Paligemma2.png
date: December 05, 2024
tags:
- multimodal
@@ -2208,18 +1590,12 @@
- research
- local: ethics-soc-7
- title: 人工智能代理已经到来，接下来呢？
- author: meg
- thumbnail: /blog/assets/190_ethics-soc-7/thumbnail.png
date: January 13, 2025
tags:
- ethics
- agents
- local: run-comfyui-workflows-on-spaces
- title: 在 Hugging Face Spaces 上使用 Gradio 免费运行 ComfyUI 工作流
- author: multimodalart
- thumbnail: /blog/assets/comfyui-to-gradio/cover.png
date: January 14, 2024
tags:
- comfyui
@@ -2229,9 +1605,6 @@
- serverless
- local: smolervlm
- title: SmolVLM 越变越小 —— 全新 250 M 和 500 M 模型正式发布！
- author: andito
- thumbnail: /blog/assets/smolervlm/banner.png
date: January 23, 2025
tags:
- multimodal
@@ -2242,18 +1615,12 @@
- community
- local: ai-art-newsletter-jan-25
- title: AI艺术工具通讯 - 第1期
- author: linoyts
- thumbnail: /blog/assets/ai_art_newsletter_1/thumbnail.png
date: Jan 31, 2025
tags:
- community
- local: smolvlm2
- title: 'SmolVLM2: 让视频理解能力触手可及'
- author: orrzohar
guest: true
- thumbnail: /blog/assets/smolvlm2/banner.png
date: Feb 20, 2025
tags:
- vlm
@@ -2265,9 +1632,6 @@
- vision
- local: vlms-2025
- title: 视觉语言模型 (更好、更快、更强)
- author: virtuoasis
- thumbnail: /blog/assets/vlms2/vlms2.png
date: May 12, 2025
tags:
- vlm
@@ -2277,9 +1641,6 @@
- research
- local: nanovlm
- title: 'nanoVLM: 最简洁、最轻量的纯 PyTorch 视觉-语言模型训练代码库'
- author: ariG23498
- thumbnail: /blog/assets/nanovlm/thumbnail.png
date: May 21, 2025
tags:
- vlm
@@ -2292,9 +1653,6 @@
- research
- local: smolvla
- title: SmolVLA：让机器人更懂'看听说做'的轻量化解决方案
- author: danaaubakirova
- thumbnail: /blog/assets/smolvla/SmolVLA_thumbnail.png
date: Jun 3, 2025
tags:
- smolvla
@@ -2305,9 +1663,6 @@
- community
- local: welcome-openai-gpt-oss
- title: 欢迎 GPT OSS —— 来自 OpenAI 的全新开放模型家族！
- author: reach-vb
- thumbnail: /blog/assets/openai/openai-hf-thumbnail.png
date: Aug 5, 2025
tags:
- openai
@@ -2318,9 +1673,6 @@
- community
- local: smollm3
- title: 'SmolLM3: 支持多语言与长上下文推理的小模型'
- author: loubnabnl
- thumbnail: /blog/assets/smollm3/image.png
date: July 8, 2025
tags:
- llm
@@ -2330,9 +1682,6 @@
- research
- local: zerogpu-aoti
- title: ZeroGPU Spaces 加速实践：PyTorch 提前编译全解析
- author: cbensimon
- thumbnail: /blog/assets/zerogpu-aoti/thumbnail.png
date: Sep 2, 2025
tags:
- spaces
@@ -2345,9 +1694,6 @@
- image-to-video
- local: faster-transformers
- title: 来自OpenAI gpt-oss的技巧，你🫵在transformers中也可以使用
- author: ariG23498
- thumbnail: /blog/assets/faster-transformers/thumbnail.png
date: Sep 11, 2025
tags:
- transformers
@@ -2356,18 +1702,12 @@
- guide
- local: lerobot-release-v040
- title: LeRobot v0.4.0：全面提升开源机器人的学习能力
- author: imstevenpmwork
- thumbnail: /blog/assets/lerobot-release-v040/thumbnail.png
date: Oct 24, 2025
tags:
- lerobot
- robotics
- local: aisheets-unlock-images
- title: 用 AI Sheets 解锁图像的力量
- author: dvilasuero
- thumbnail: /blog/assets/aisheets/aisheets-image.png
date: Oct 21, 2025
tags:
- datasets
diff --git a/zh/accelerated-inference.md b/zh/accelerated-inference.md
index b570832b71..bbb7ca3121 100644
--- a/zh/accelerated-inference.md
+++ b/zh/accelerated-inference.md
@@ -1,10 +1,12 @@
---
-title: "如何成功将 🤗 API 客户的 transformer 模型推理速度加快 100 倍"
+title: 如何成功将 🤗 API 客户的 transformer 模型推理速度加快 100 倍
thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
translators:
- user: MatrixYao
- user: zhongdongy
proofreader: true
+authors:
+- user: Narsil
---
# 如何成功将 🤗 API 客户的 transformer 模型推理速度加快 100 倍
diff --git a/zh/deploy-with-openvino.md b/zh/deploy-with-openvino.md
index 6a68a16187..2463467acc 100644
--- a/zh/deploy-with-openvino.md
+++ b/zh/deploy-with-openvino.md
@@ -24,6 +24,7 @@ translators:
- user: Zipxuan
- user: zhongdongy
proofreader: true
+thumbnail: /blog/assets/deploy-with-openvino/openvino_genai_workflow.png
---
# 使用 Optimum-Intel 和 OpenVINO GenAI 优化和部署模型