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---
license: apache-2.0
datasets:
- Norquinal/claude_multiround_chat_30k
- OpenLeecher/Teatime
---
We proudly announce this is the world first 128k context model based on RWKV architecture today, 2023-08-10.

With RWKV world tokenizer,multi-langs have 1:1 tokenization ratio ,one word to one token.
(https://github.com/BlinkDL/ChatRWKV/blob/2a13ddecd81f8fd615b6da3a8f1091a594689e30/tokenizer/rwkv_tokenizer.py#L163)



This model trained with instructions datasets and chinese web novel and tradition wuxia, 
more trainning details would be updated.

Tested to summary 85k tokens  to 5 keypoints ,can find conversation files in example folders ,more cases are coming.

Full finetuned using this repo to train 128k context model , 4*A800 40hours with 1.3B tokens.
https://github.com/SynthiaDL/TrainChatGalRWKV/blob/main/train_world.sh

![QQ图片20230810153529.jpg](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/d8ekmc4Lfhy2lYEdrRKXz.jpeg)

Using RWKV Runner https://github.com/josStorer/RWKV-Runner  to test this , use temp 0.1-0.2 topp 0.7 for more precise answer ,temp between 1-2.x is more creatively.
![微信截图_20230810162303.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/Ww45-WMngl4Jyt1OZDAa_.png)


![image.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/5zDQVbGb-fX8Y8h98tUF0.png)

![微信截图_20230810142220.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/u2wA-l1UcW-Mt9KIoa_4q.png)

![4UYBX4RA0%8PA{1YSSK)AVW.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/gzr8Yt4JRkBz31-ieRSOE.png)

![QQ图片20230810143840.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/LgEjfHJ7XD7PlGM9b3RAf.png)

![image.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/b_6KCBdZKW7Q7HwipxE-l.png)

85k input test
![image.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/F9unOJfhmJPXsciPHLsrl.png)

![image.png](https://cdn-uploads.huggingface.co/production/uploads/6176b32847ee6431f632981e/35j5C1QD_4cO-AjfxV7tl.png)