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FastChat

An open platform for training, serving and evaluating chat-oriented LLMs—powering Vicuna & Chatbot Arena.

Introduction

Overview

FastChat offers end-to-end tooling: fine-tuning recipes, benchmarking (MT-Bench), and a scalable serving stack with OpenAI-compatible APIs and web UI.

Key Capabilities
  • Distributed multi-model serving with dynamic routing
  • One-click Vicuna training scripts & evaluation harness
  • Chatbot Arena integration and Elo leaderboard
  • vLLM & xFasterTransformer back-ends for high TPS
  • REST/GRPC APIs plus React/Web UI frontend

Information

  • Websitegithub.com
  • AuthorsLarge Model Systems (LMSYS)
  • Published date2023/04/03

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