BlinkDL / RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

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

Commits 668 (last one 3 days ago)

Stargazers 12,730 (22 this week)

Watchers 132 (0 this week)

Forks 867

License apache-2.0

Ranking

RepositoryStats indexes 589,134 repositories, of these BlinkDL/RWKV-LM is ranked #2,845 (99th percentile) for total stargazers, and #12,478 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #422/117,584.

BlinkDL/RWKV-LM is also tagged with popular topics, for these it's ranked: deep-learning (#121/8438), pytorch (#64/5977), chatgpt (#58/2531), gpt (#30/1119), transformer (#13/1010), transformers (#9/837), gpt-3 (#9/589), language-model (#12/510)

Other Information

BlinkDL/RWKV-LM has 17 open pull requests on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 82 open issues and 136 closed issues.

There have been 5 releases, the latest one was published on 2023-12-16 (11 months 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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606 commits on the default branch (main) since jan '22

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

updated: 2024-12-03 @ 01:41pm, id: 393874035 / R_kgDOF3oKcw