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 1,756 (last one 17 hours ago)

Stargazers 15,261 (157 this week)

Watchers 194 (1 this week)

Forks 2,203

License unknown

Ranking

RepositoryStats indexes 584,353 repositories, of these meta-llama/llama-recipes is ranked #2,165 (99th percentile) for total stargazers, and #7,321 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #47/17,098.

meta-llama/llama-recipes is also tagged with popular topics, for these it's ranked: python (#199/22011), machine-learning (#105/7926), pytorch (#48/5948), ai (#69/3879), llm (#40/2726), langchain (#4/633), llama (#12/519), llama2 (#4/237)

Other Information

meta-llama/llama-recipes has 33 open pull requests on Github, 291 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 26 open issues and 354 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

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1,756 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: 2024-11-20 @ 07:10pm, id: 667297720 / R_kgDOJ8YnuA