readme: ---
  language:
  - en
  tags:
  - pytorch
  - text-generation
  - causal-lm
  - rwkv
  license: apache-2.0
  datasets:
  - The Pile
  
  ---
  
  # RWKV-3 1.5B
  
  ## Model Description
  
  RWKV-3 1.5B is a L24-D2048 causal language model trained on the Pile. See https://github.com/BlinkDL/RWKV-LM for details.
  
  RWKV-4 1.5B is out: https://huggingface.co/BlinkDL/rwkv-4-pile-1b5
  
  At this moment you have to use my Github code (https://github.com/BlinkDL/RWKV-v2-RNN-Pile) to run it.
  
  ctx_len = 896
  n_layer = 24
  n_embd = 2048
  
  Preview checkpoint: RWKV-3-Pile-20220723-3542.pth : Trained on the Pile for 127B tokens.
  * Pile loss 2.102 
  * LAMBADA ppl 7.52, acc 54.71%
  * PIQA acc 71.11%
  * SC2016 acc 67.24%
  * Hellaswag acc_norm 50.45%
  
  Preview checkpoint: 20220708-1905.pth : Trained on the Pile for 68B tokens.
  * Pile loss 2.148
  * LAMBADA ppl 8.41, acc 53.17%
  * PIQA acc 69.64%
  * SC2016 acc 67.08%
  * Hellaswag acc_norm 48.20%
  
  (I am still training it)