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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-20221231-4514.pth : Trained on the Pile for 186B tokens.

  • Pile loss 1.8014
  • LAMBADA ppl 3.92, acc 69.96%
  • PIQA acc 77.42%
  • SC2016 acc 74.18%
  • Hellaswag acc_norm 68.47%
  • WinoGrande acc 62.35%