DeepSpeed-Chat
Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales.
Overview
DeepSpeed-Chat is an open-source framework from Microsoft that enables users to easily and affordably train their own high-quality, ChatGPT-style models using Reinforcement Learning from Human Feedback (RLHF). It provides an end-to-end pipeline for taking a pretrained model and running it through the three stages of RLHF training. DeepSpeed-Chat is designed to be highly efficient and scalable, making RLHF training accessible to a wider range of users.
✨ Key Features
- End-to-end RLHF training pipeline
- Easy-to-use, single-script training process
- Highly efficient and scalable
- Makes RLHF training more affordable and accessible
- Based on the powerful DeepSpeed optimization library
🎯 Key Differentiators
- High efficiency and scalability
- Easy-to-use, end-to-end pipeline
Unique Value: Makes it easy, fast, and affordable to train high-quality, ChatGPT-style models using RLHF.
🎯 Use Cases (3)
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Users looking for a pre-trained, ready-to-use model without any training
🏆 Alternatives
Offers a more streamlined and efficient solution for RLHF training compared to other open-source libraries.
💻 Platforms
✅ Offline Mode Available
🔌 Integrations
💰 Pricing
Free tier: Free and open-source.
🔄 Similar Tools in Open Source LLMs
Meta Llama 3
A family of pretrained and instruction-tuned generative text models from Meta....
Mistral AI
A French company specializing in high-performance, efficient, and accessible large language models....
EleutherAI
A non-profit AI research group focused on open-source AI research and the development of large langu...
Qwen
A series of large language and multimodal models developed by Alibaba Cloud, with many variants dist...
Google Gemma
A family of lightweight, open models built from the same research and technology used to create the ...
Falcon
A family of open-source large language models available in various parameter sizes, released under t...