The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🔊 Text-Prompted Generative Audio Model

The fastai deep learning library

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

QLoRA: Efficient Finetuning of Quantized LLMs

Zero-Shot Speech Editing and Text-to-Speech in the Wild

SoTA LLM for converting natural language questions to SQL queries

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

Python-based tools for document analysis and OCR

Simple UI for LLM Model Finetuning

MLOps examples

Official Implementation of Paella https://arxiv.org/abs/2211.07292v2

🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".

Jupyter Notebooks for Ollama integration

Chat interface to gpt-j. Runs in Google Colab.