LitGPT is a collection of over 20 high-performance large language models (LLMs) accompanied by recipes to pretrain, finetune, and deploy them at scale. It provides implementations without abstractions, making it beginner-friendly while offering advanced features like flash attention and support for various precision levels. LitGPT is designed to run efficiently across multiple GPUs or TPUs, catering to both small-scale and large-scale deployments.

Features

  • Collection of 20+ high-performance LLMs​
  • Recipes for pretraining and finetuning models​
  • Scalable deployment across GPUs and TPUs​
  • Beginner-friendly implementations without abstractions​
  • Support for flash attention mechanisms​
  • Flexible precision levels (fp4/8/16/32)​
  • Integration with Lightning AI platform​
  • Extensive tutorials and documentation​
  • Active community and support channels​

Project Samples

Project Activity

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Categories

LLM Inference

License

Apache License V2.0

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LitGPT Web Site

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Additional Project Details

Programming Language

Python

Related Categories

Python LLM Inference Tool

Registered

2025-03-18