BlinkDL / RWKV-LM

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Date Created 2021-08-08 (3 years ago)

Commits 712 (last one 9 days ago)

Stargazers 13,439 (31 this week)

Watchers 132 (0 this week)

Forks 903

License apache-2.0

Ranking

RepositoryStats indexes 633,155 repositories, of these BlinkDL/RWKV-LM is ranked #2,822 (99th percentile) for total stargazers, and #12,549 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #444/129,369.

BlinkDL/RWKV-LM is also tagged with popular topics, for these it's ranked: deep-learning (#119/8816), pytorch (#63/6220), chatgpt (#61/2662), gpt (#31/1235), transformer (#14/1075), transformers (#9/900), gpt-3 (#7/588), language-model (#14/544)

Other Information

BlinkDL/RWKV-LM has 22 open pull requests on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 100 open issues and 139 closed issues.

There have been 5 releases, the latest one was published on 2023-12-16 (about a year ago) with the name RWKV-v5.

All Topics

gpt rnn lstm rwkv gpt-2 gpt-3 chatgpt pytorch transformer transformers deep-learning language-model linear-attention attention-mechanism

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650 commits on the default branch (main) since jan '22

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The primary language is Python but there's also others...

updated: 2025-03-30 @ 09:44am, id: 393874035 / R_kgDOF3oKcw