Data processing with ML and LLM

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Label, clean and enrich text datasets with LLMs.

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.

AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models

Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

Fast Inference Solutions for BLOOM

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Exact structure out of any language model completion.

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

A comprehensive, unified and modular event extraction toolkit.

A tool for generating function arguments and choosing what function to call with local LLMs

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

Amazon SageMaker Local Mode Examples

Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021) and WavLM (2022) pretrained on a corpus of English speech that we will use in various ways to perform phoneme recognition for different languages wi…

Easy-Translate is a script for translating large text files with a SINGLE COMMAND. Easy-Translate is designed to be as easy as possible for beginners and as seamlesscustomizable and as possible for advanced users.