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 1,812 (last one a day ago)

Stargazers 15,701 (81 this week)

Watchers 203 (2 this week)

Forks 2,275

License unknown

Ranking

RepositoryStats indexes 595,890 repositories, of these meta-llama/llama-recipes is ranked #2,105 (99th percentile) for total stargazers, and #6,930 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #46/17,543.

meta-llama/llama-recipes is also tagged with popular topics, for these it's ranked: python (#196/22322), machine-learning (#101/8062), pytorch (#46/6025), ai (#68/4074), llm (#39/2911), langchain (#5/666), llama (#13/545), llama2 (#4/238)

Other Information

meta-llama/llama-recipes has 33 open pull requests on Github, 299 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 32 open issues and 364 closed issues.

There have been 3 releases, the latest one was published on 2024-09-26 (2 months 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

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1,812 commits on the default branch (main) since jan '22

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

updated: 2024-12-21 @ 09:48am, id: 667297720 / R_kgDOJ8YnuA