---
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-20230121-6210.pth : Trained on the Pile for 256B tokens.
* Pile loss 1.7746
* LAMBADA ppl 3.83, acc 70.79%
* PIQA acc 77.53%
* SC2016 acc 74.83%
* Hellaswag acc_norm 69.78%
* WinoGrande acc 63.54%