Deepspeed Open Source Projects

A Ray-based High-performance RLHF framework (Support 70B+ full tuning & LoRA & Mixtral)

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

An Open-sourced Knowledgable Large Language Model Framework.

GLake: optimizing GPU memory management and IO transmission.

Large Language Models for All, 🦙 Cult and More, Stay in touch !

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

Collaborative Training of Large Language Models in an Efficient Way

Implementation of Chinese ChatGPT

Fine-Tune EleutherAI GPT-Neo And GPT-J-6B To Generate Netflix Movie Descriptions Using Hugginface And DeepSpeed

一个基于HuggingFace开发的大语言模型训练、测试工具。支持各模型的webui、终端预测，低参数量及全参数模型训练(预训练、SFT、RM、PPO、DPO)和融合、量化。

llama2 finetuning with deepspeed and lora

A full pipeline to finetune ChatGLM LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the ChatGLM architecture. Basically ChatGPT but with ChatGLM

Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload