The 'llama-recipes' repository is a companion to the Meta Llama models. We support the latest version, Llama 3.1, in this repository. The goal is to provide a scalable library for fine-tuning Meta Llama models, along with some example scripts and notebooks to quickly get started with using the models in a variety of use-cases, including fine-tuning for domain adaptation and building LLM-based applications with Llama and other tools in the LLM ecosystem. The examples here showcase how to run Llama locally, in the cloud, and on-prem.

Features

  • Meta Llama 3.1 has a new prompt template and special tokens
  • Documentation available
  • Get the Meta Llama models
  • HF support for inference
  • Deferred initialization ( meta init)
  • Dataset packing & padding
  • Hybrid Sharded Data Parallel (HSDP)
  • FSDP checkpoint conversion to HF for inference

Project Samples

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License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software, Python LLM Inference Tool

Registered

2024-07-31