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51 changes: 51 additions & 0 deletions _blog.yml
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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"
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date: March, 2020
tags:
- guide
- nlp

- external: https://huggingface.co/zero-shot
title: "Zero Shot Topic Classification"
author: joeddav
date: May 29, 2020
tags:
- research
- nlp

- external: https://huggingface.co/calculator
title: "How Big Should My Language Model Be?"
author: teven
date: June 8, 2020
tags:
- research
- nlp

- external: https://yjernite.github.io/lfqa.html
title: "Long Form Question Answering with ELI5"
author: yjernite
date: June 17, 2020
tags:
- guide
- nlp

- local: reformer
title: "The Reformer - Pushing the limits of language modeling"
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date: July 3, 2020
tags:
- research
- nlp

- local: pytorch_block_sparse
title: Block Sparse Matrices for Smaller and Faster Language Models
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date: Sep 10, 2020
tags:
- research
- nlp

- external: https://huggingface.co/rag
title: "Retrieval Augmented Generation (RAG)"
author: yjernite
date: September 28, 2020
tags:
- guide
- nlp

- local: encoder-decoder
title: "Transformer-based Encoder-Decoder Models"
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date: October 10, 2020
tags:
- research
- nlp

- local: ray-tune
title: "Hyperparameter Search with Transformers and Ray Tune"
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date: November 2, 2020
tags:
- open-source-collab
- nlp

- local: porting-fsmt
title: "Porting fairseq wmt19 translation system to transformers"
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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"
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date: November 09, 2020
tags:
- guide
- nlp

- local: accelerated-inference
title: How we sped up transformer inference 100x for 🤗 API customers
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date: January 18, 2021
tags:
- analysis
- nlp

- local: zero-deepspeed-fairscale
title: "Fit More and Train Faster With ZeRO via DeepSpeed and FairScale"
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date: January 26, 2021
tags:
- guide
- nlp

- local: pytorch-xla
title: "Hugging Face on PyTorch / XLA TPUs"
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date: February 10, 2021
tags:
- open-source-collab
- nlp

- local: simple-considerations
title: "Simple considerations for simple people building fancy neural networks"
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date: March 09, 2021
tags:
- research
- nlp

- local: fine-tune-wav2vec2-english
title: "Fine-Tune Wav2Vec2 for English ASR with 🤗 Transformers"
Expand All @@ -158,6 +174,7 @@
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"
Expand All @@ -184,13 +201,15 @@
tags:
- community
- research
- nlp

- external: https://huggingface.co/blog/how_many_data_points
title: "How many data points is a prompt worth?"
author: teven
date: April 5, 2021
tags:
- research
- nlp

- local: sagemaker-distributed-training-seq2seq
title: "Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker"
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tags:
- guide
- partnerships
- nlp

- local: accelerate-library
title: Introducing 🤗 Accelerate
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date: April 20, 2021
tags:
- guide
- nlp

- local: gradio
title: "Using & Mixing Hugging Face Models with Gradio 2.0"
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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"
Expand All @@ -257,6 +280,7 @@
date: July 13, 2021
tags:
- open-source-collab
- nlp

- local: collaborative-training
title: "Deep Learning over the Internet: Training Language Models Collaboratively"
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date: October 13, 2021
tags:
- community
- cv
- nlp

- local: the-age-of-ml-as-code
title: "The Age of Machine Learning As Code Has Arrived"
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date: October 25, 2021
tags:
- community
- nlp

- local: large-language-models
title: "Large Language Models: A New Moore's Law?"
Expand All @@ -341,6 +368,7 @@
date: October 26, 2021
tags:
- analysis
- nlp

- local: course-launch-event
title: "Course Launch Community Event"
Expand All @@ -349,6 +377,7 @@
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"
Expand All @@ -357,6 +386,7 @@
date: November 4, 2021
tags:
- guide
- nlp

- local: fine-tune-xlsr-wav2vec2
title: "Fine-tuning XLS-R for Multi-Lingual ASR with 🤗 Transformers"
Expand All @@ -365,6 +395,7 @@
date: November 15, 2021
tags:
- guide
- audio

- local: accelerating-pytorch
title: "Accelerating PyTorch distributed fine-tuning with Intel technologies"
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date: December 2, 2021
tags:
- research
- rl

- local: codeparrot
title: "Training CodeParrot 🦜 from Scratch"
Expand All @@ -407,6 +439,7 @@
tags:
- guide
- research
- nlp

- local: perceiver
title: "Perceiver IO: a scalable, fully-attentional model that works on any modality"
Expand All @@ -416,6 +449,9 @@
tags:
- research
- guide
- nlp
- audio
- cv

- local: gradio-joins-hf
title: "Gradio joins Hugging Face!"
Expand All @@ -434,6 +470,7 @@
tags:
- research
- partnerships
- nlp

- local: gptj-sagemaker
title: "Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker"
Expand All @@ -443,6 +480,7 @@
tags:
- partnerships
- guide
- nlp

- local: wav2vec2-with-ngram
title: "Boost Wav2Vec2 with n-gram LM in 🤗 Transformers"
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tags:
- research
- guide
- audio

- local: infinity-cpu-performance
title: "Case Study: Millisecond Latency using Hugging Face Infinity and modern CPUs"
Expand All @@ -468,6 +507,7 @@
date: January 21, 2022
tags:
- open-source-collab
- rl

- local: searching-the-hub
title: "Supercharged Searching on the Hugging Face Hub"
Expand All @@ -476,6 +516,7 @@
date: January 25, 2022
tags:
- guide

- local: asr-chunking
title: "Making automatic speech recognition work on large files with Wav2Vec2 in 🤗 Transformers"
author: Narsil
Expand All @@ -484,6 +525,7 @@
tags:
- guide
- research
- audio

- local: sentiment-analysis-python
title: "Getting Started with Sentiment Analysis using Python"
Expand All @@ -492,6 +534,7 @@
date: February 2, 2022
tags:
- guide
- nlp

- local: fine-tune-vit
title: "Fine-Tune ViT for Image Classification with 🤗 Transformers"
Expand All @@ -500,6 +543,7 @@
date: February 11, 2022
tags:
- guide
- cv

- local: bert-101
title: "BERT 101 🤗 State Of The Art NLP Model Explained"
Expand All @@ -508,6 +552,7 @@
date: March 2, 2022
tags:
- guide
- nlp

- local: constrained-beam-search
title: "Guiding Text Generation with Constrained Beam Search in 🤗 Transformers"
Expand All @@ -517,12 +562,15 @@
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"
Expand All @@ -532,6 +580,7 @@
tags:
- partnerships
- guide
- nlp

- local: fine-tune-segformer
title: "Fine-Tune a Semantic Segmentation Model with a Custom Dataset"
Expand All @@ -541,6 +590,7 @@
tags:
- guide
- partnerships
- cv

- local: ai-residency
title: "Announcing the 🤗 AI Research Residency Program"
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tags:
- open-source-collab
- guide
- rl

- local: transformers-design-philosophy
title: "Don't repeat yourself - 🤗 Transformers Design Philosophy"
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12 changes: 12 additions & 0 deletions _tags.yml
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- value: research
label: research

- value: nlp
label: NLP

- value: audio
label: Audio

- value: cv
label: CV

- value: rl
label: RL