|
--- |
|
language: |
|
- en |
|
- zh |
|
- fr |
|
- es |
|
- de |
|
- pt |
|
- ru |
|
- it |
|
- ja |
|
- ko |
|
- vi |
|
- ar |
|
tags: |
|
- pytorch |
|
- text-generation |
|
- causal-lm |
|
- rwkv |
|
license: apache-2.0 |
|
datasets: |
|
- cerebras/SlimPajama-627B |
|
- EleutherAI/pile |
|
- bigcode/starcoderdata |
|
- oscar-corpus/OSCAR-2301 |
|
--- |
|
|
|
# RWKV-5 World (Training in Progress) |
|
|
|
## I am now uploading latest training-in-progress checkpts to https://huggingface.co/BlinkDL/temp/tree/main (to avoid bloating git history) |
|
|
|
## I am now uploading latest training-in-progress checkpts to https://huggingface.co/BlinkDL/temp/tree/main (to avoid bloating git history) |
|
|
|
Use rwkv pip package 0.8.14+ for RWKV-5 inference: https://pypi.org/project/rwkv/ |
|
|
|
Online Demo: https://huggingface.co/spaces/BlinkDL/ChatRWKV-gradio |
|
|
|
GUI: https://github.com/josStorer/RWKV-Runner (see Releases) |
|
|
|
How it works: https://twitter.com/BlinkDL_AI/status/1685230712247795713 |
|
|
|
https://www.rwkv.com/ |
|
|
|
## Model Description |
|
|
|
RWKV-5 trained on 100+ world languages (70% English, 15% multilang, 15% code). |
|
|
|
World = Some_Pile + Some_SlimPajama + Some_StarCoder + Some_OSCAR + All_Wikipedia + All_ChatGPT_Data_I_can_find |
|
|
|
RWKV-5 training: set --my_testing "r2r4" in latest RWKV-LM v4neo: https://github.com/BlinkDL/RWKV-LM |
|
|
|
World v1 = 0.59T tokens |
|
|
|
World v2 = 1.12T tokens |
|
|
|
Imagine what happens when we use more data :) |
