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---
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.
** Note: It's a BF16 model, and it may overflow if you are using FP16 (probably 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 = 32
n_embd = 4096
Preview checkpoint: RWKV-4-Pile-7B-20221019-5163.pth : Trained on the Pile for 213B tokens.
* Pile loss 1.8684
* LAMBADA ppl 4.46, acc 66.45%
* PIQA acc 75.63%
* SC2016 acc 72.63%
* Hellaswag acc_norm 64.58%
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