metadata
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%