metadata
language:
- en
tags:
- pytorch
- text-generation
- causal-lm
- rwkv
license: apache-2.0
datasets:
- the_pile
RWKV-4 14B
WARNING: 4 / 4a / 4b models ARE NOT compatible. Use RWKV-4 models unless you know what you are doing.
WARNING: 4 / 4a / 4b models ARE NOT compatible. Use RWKV-4 models unless you know what you are doing.
WARNING: 4 / 4a / 4b models ARE NOT compatible. Use RWKV-4 models unless you know what you are doing.
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.
Use https://github.com/BlinkDL/ChatRWKV to run it.
RWKV-4-Pile-14B-2023xxxx-ctx4096-testxxx.pth : Fine-tuned to ctx_len 4096.
- Highly recommended. It's great.
RWKV-4-Pile-14B-20230213-8019.pth : Trained on the Pile for 331B tokens
- Pile loss 1.7579 (ctx_len 1024)
- LAMBADA ppl 3.81, acc 71.05%
- PIQA acc 77.42%
- SC2016 acc 75.57%
- Hellaswag acc_norm 70.24%
- WinoGrande acc 62.98%