readme: ---
  language:
  - en
  tags:
  - pytorch
  - text-generation
  - causal-lm
  - rwkv
  license: apache-2.0
  datasets:
  - The Pile
  
  ---
  
  # RWKV-2 430M
  
  ## Model Description
  
  RWKV-2 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: 20220615-10803.pth : Trained on the Pile for 331B tokens.
  * Pile loss 2.349
  * LAMBADA ppl 15.34, acc 42.42%
  * PIQA acc 67.03%
  * SC2016 acc 62.05%
  * Hellaswag acc_norm 38.47%