meta-llama / llama-recipes

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.

Date Created 2023-07-17 (about a year ago)

Commits 1,716 (last one 5 days ago)

Stargazers 14,887 (87 this week)

Watchers 193 (0 this week)

Forks 2,151

License unknown

Ranking

RepositoryStats indexes 579,238 repositories, of these meta-llama/llama-recipes is ranked #2,237 (99th percentile) for total stargazers, and #7,417 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #50/16,882.

meta-llama/llama-recipes is also tagged with popular topics, for these it's ranked: python (#205/21862), machine-learning (#108/7866), pytorch (#50/5908), ai (#69/3805), llm (#41/2654), langchain (#5/629), llama (#12/513), llama2 (#4/239)

Other Information

meta-llama/llama-recipes has 34 open pull requests on Github, 282 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 35 open issues and 336 closed issues.

There have been 3 releases, the latest one was published on 2024-09-26 (about a month ago) with the name Llama-recipes v.0.0.4.post1 Release Notes.

All Topics

ai llm vllm llama llama2 python pytorch langchain finetuning machine-learning

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

1,716 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-11-07 @ 12:04am, id: 667297720 / R_kgDOJ8YnuA