File size: 872 Bytes
b6a5c87
5d58c65
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b6a5c87
5d58c65
 
 
b6a5c87
5d58c65
d9a21d0
 
378b25b
5d58c65
81a1a9b
 
5d58c65
 
 
 
dc651cc
 
378b25b
dc651cc
1b3f6b8
ce7047c
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
---
language:
- en
- zh
- de
- fr
- es
- pt
- ru
- it
- ja
- ko
- vi
- ar
tags:
- pytorch
- text-generation
- causal-lm
- rwkv
license: apache-2.0
datasets:
- EleutherAI/pile
- togethercomputer/RedPajama-Data-1T
---

# RWKV-5 World (Training in Progress)

RWKV-5 Details: https://twitter.com/BlinkDL_AI/status/1685230712247795713

Use rwkv pip package 0.8.7+ for RWKV-5 inference.

## Model Description

RWKV-5 trained on 100+ world languages (70% English, 15% multilang, 15% code).

World = Some_Pile + Some_RedPajama + Some_OSCAR + All_Wikipedia + All_ChatGPT_Data_I_can_find

RWKV-5 training: set --my_testing "r" ("r2" is better) in latest RWKV-LM

RWKV-5 inference implementation reference: https://github.com/BlinkDL/ChatRWKV/blob/main/RWKV_v5_demo.py

0.1B world:

RWKV-5 37% trained = LAMBADA ppl 18.1 acc 42.93%

RWKV-4 100% trained = LAMBADA ppl 25.5 acc 36.29%