readme: ---
  language:
  - en
  tags:
  - pytorch
  - text-generation
  - causal-lm
  - rwkv
  license: apache-2.0
  datasets:
  - The Pile
  
  ---
  
  # RWKV-3 169M
  
  ## Model Description
  
  RWKV-3 169M is a L12-D768 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 = 12
  n_embd = 768
  
  Final checkpoint:
  RWKV-3-Pile-20220720-10704.pth : Trained on the Pile for 328B tokens.
  * Pile loss 2.5596
  * LAMBADA ppl 28.82, acc 32.33%
  * PIQA acc 64.15%
  * SC2016 acc 57.88%
  * Hellaswag acc_norm 32.45%
  
  Preview checkpoint:
  20220703-1652.pth : Trained on the Pile for 50B tokens. Pile loss 2.6375, LAMBADA ppl 33.30, acc 31.24%.