LitGPT

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

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License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python LLM Inference Tool

Registered

2025-03-18

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