metadata
language:
- en
tags:
- pytorch
- text-generation
- causal-lm
- rwkv
license: apache-2.0
datasets:
- the_pile
RWKV-4 14B
Model Description
RWKV-4 14B is a L40-D5120 causal language model trained on the Pile. See https://github.com/BlinkDL/RWKV-LM for details.
** Note: It's a BF16 model, and it may overflow if you are using FP16 (fixable by rescaling the weights). **
At this moment you have to use my Github code (https://github.com/BlinkDL/RWKV-LM) to run it.
ctx_len = 1024 n_layer = 40 n_embd = 5120
Preview checkpoint: RWKV-4-Pile-14B-20221128-3061.pth : Trained on the Pile for 126B tokens.
- Pile loss 1.8412
- LAMBADA ppl 4.14, acc 68.78%
- PIQA acc 76.66%
- SC2016 acc 73.86%
- Hellaswag acc_norm 67.06%
- WinoGrande acc 64.01%