Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

RayLLM - LLMs on Ray

SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

A list of awesome papers and resources of recommender system on large language model (LLM).

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

An unnecessarily tiny implementation of GPT-2 in NumPy.

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

GitHub's code repository is all you need

Reinforcement learning resources curated

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2…

🙌 OpenHands: Code Less, Make More

Official implementation of OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Inference Llama 2 in one file of pure C

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

Instruction Tuning with GPT-4

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

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

Coursera Deep Learning Specialization

Stable Diffusion web UI

🦜🔗 Build context-aware reasoning applications

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

用文本编辑器剪视频

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

Tensor library for machine learning