hdchao

langchain

🦜🔗 Build context-aware reasoning applications

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

FastChat

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

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

style2paints

sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)

mlc-llm

Universal LLM Deployment Engine with ML Compilation

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

AlgoXY

Book of Elementary Functional Algorithms and Data structures

DeepSpeedExamples

Example models using DeepSpeed

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

BMTools

Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins

RecLearn

Recommender Learning with Tensorflow2.x

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

llm_agents

Build agents which are controlled by LLMs

LaMini-LM

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions

openrl

Unified Reinforcement Learning Framework

self-refine

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

NBCE

Naive Bayes-based Context Extension

Gym-Trading-Env

A simple, easy, customizable Gymnasium environment for trading.

Essential-Math-For-AI

This repository contains the supplementary material associated with my book: Essential Math for AI published by O'Reilly Media

ContinualLM

An Extensible Continual Learning Framework Focused on Language Models (LMs)

awesome-distributed-ml

A curated list of awesome projects and papers for distributed training or inference

PromptPG

Data and code for the ICLR 2023 paper "Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning".

DIF-SR

DT4Rec

CROLoss

Code for paper CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender Systems