---
language:
- en
tags:
- pytorch
- text-generation
- causal-lm
- rwkv
license: apache-2.0
datasets:
- The Pile

---

# RWKV-4 3B

## Model Description

RWKV-4 3B is a L32-D2560 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 = 2560

Preview checkpoint: RWKV-4-Pile-3B-20220928-5147.pth : Trained on the Pile for 212B tokens.
* Pile loss 1.9666
* LAMBADA ppl 5.31, acc 63.07%
* PIQA acc 74.10%
* SC2016 acc 70.50%
* Hellaswag acc_norm 58.38%