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 697 (last one 5 days ago)

Stargazers 13,007 (22 this week)

Watchers 133 (0 this week)

Forks 881

License apache-2.0

Ranking

RepositoryStats indexes 604,335 repositories, of these BlinkDL/RWKV-LM is ranked #2,833 (99th percentile) for total stargazers, and #12,430 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #430/121,648.

BlinkDL/RWKV-LM is also tagged with popular topics, for these it's ranked: deep-learning (#119/8603), pytorch (#63/6076), chatgpt (#58/2588), gpt (#29/1164), transformer (#13/1027), transformers (#9/856), gpt-3 (#9/591), language-model (#12/521)

Other Information

BlinkDL/RWKV-LM has 18 open pull requests on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 92 open issues and 136 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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635 commits on the default branch (main) since jan '22

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

updated: 2025-01-15 @ 09:06am, id: 393874035 / R_kgDOF3oKcw