metadata
language:
- en
tags:
- pytorch
- text-generation
- causal-lm
- rwkv
license: apache-2.0
datasets:
- the_pile
RWKV-4 7B
Model Description
RWKV-4 7B is a L32-D4096 causal language model trained on the Pile. See https://github.com/BlinkDL/RWKV-LM for details.
Use https://github.com/BlinkDL/ChatRWKV to run it.
ctx_len = 1024 n_layer = 32 n_embd = 4096
(there are ctx_len 2048 and 4096 models though they might be slightly weaker at generating short contents)
Final checkpoint: RWKV-4-Pile-7B-20221115-8047.pth : Trained on the Pile for 332B tokens.
- Pile loss 1.8415
- LAMBADA ppl 4.38, acc 67.18%
- PIQA acc 76.06%
- SC2016 acc 73.44%
- Hellaswag acc_norm 65.51%