readme: ---
  language:
  - en
  tags:
  - pytorch
  - text-generation
  - causal-lm
  - rwkv
  license: apache-2.0
  datasets:
  - The Pile
  
  ---
  
  # RWKV-3 430M
  
  ## Model Description
  
  RWKV-3 430M is a L24-D1024 causal language model trained on the Pile. See https://github.com/BlinkDL/RWKV-LM for details.
  
  At this moment you have to use my Github code (https://github.com/BlinkDL/RWKV-v2-RNN-Pile) to run it.
  
  ctx_len = 768
  n_layer = 24
  n_embd = 1024
  
  Final checkpoint: RWKV-3-Pile-430M-20220817-10602.pth : Trained on the Pile for 326B tokens.
  * Pile loss 2.288
  * LAMBADA ppl 12.83, acc 45.45%
  * PIQA acc 68.50%
  * SC2016 acc 63.60%
  * Hellaswag acc_norm 40.68%
  
  Preview checkpoint: RWKV-3-Pile-20220721-3029.pth : Trained on the Pile for 93B tokens.
  * Pile loss 2.341
  * LAMBADA ppl 14.18, acc 44.25%
  * PIQA acc 67.95%
  * SC2016 acc 63.39%
  * Hellaswag acc_norm 39.06%
  