|
--- |
|
language: |
|
- en |
|
tags: |
|
- pytorch |
|
- text-generation |
|
- causal-lm |
|
- rwkv |
|
license: apache-2.0 |
|
datasets: |
|
- The Pile |
|
|
|
--- |
|
|
|
# RWKV-3 169M |
|
|
|
## Model Description |
|
|
|
RWKV-3 169M is a L12-D768 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 = 12 |
|
n_embd = 768 |
|
|
|
Final checkpoint: |
|
RWKV-3-Pile-20220720-10704.pth : Trained on the Pile for 328B tokens. |
|
* Pile loss 2.5596 |
|
* LAMBADA ppl 28.82, acc 32.33% |
|
* PIQA acc 64.15% |
|
* SC2016 acc 57.88% |
|
* Hellaswag acc_norm 32.45% |
|
|
|
Preview checkpoint: |
|
20220703-1652.pth : Trained on the Pile for 50B tokens. Pile loss 2.6375, LAMBADA ppl 33.30, acc 31.24%. |
