Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

The best ChatGPT that $100 can buy.

Official Code for DragGAN (SIGGRAPH 2023)

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Open-Sora: Democratizing Efficient Video Production for All

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

PyTorch implementations of Generative Adversarial Networks.

This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

The official GitHub page for the survey paper "A Survey of Large Language Models".

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

A library to generate LaTeX expression from Python code.

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…

Efficient Triton Kernels for LLM Training

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

Foundation Architecture for (M)LLMs

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

Reference implementation for DPO (Direct Preference Optimization)

Self-Supervised Speech Pre-training and Representation Learning Toolkit

Large-scale pretraining for dialogue

Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch

Command line utility for forced alignment using Kaldi

Simple text to phones converter for multiple languages

[CVPR2024, Highlight] Official code for DragDiffusion

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

Prefix-Tuning: Optimizing Continuous Prompts for Generation

Inference code for the paper "Spirit-LM Interleaved Spoken and Written Language Model".