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license: apache-2.0
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This is a experimental model, yet it is the Most powerful RNN model in the world.

# Mobius RWKV r6 chat 12B 16k
Mobius is a RWKV v6 arch chat model, benifit from [Matrix-Valued States and Dynamic Recurrence](https://arxiv.org/abs/2404.05892)

## Introduction

Mobius is a RWKV v6 arch model, a state based RNN+CNN+Transformer Mixed language model pretrained on a certain amount of data.
In comparison with the previous released Mobius, the improvements include:

* Only 24G Vram to run this model locally with fp16;
* Significant performance improvement;
* Multilingual support ;
* Stable support of 16K context length.
* function call support ;
  

## Usage
We encourage you use few shots to use this model, Desipte Directly use User: xxxx\n\nAssistant: xxx\n\n is really good too, Can boost all potential ability. 

Recommend Temp and topp: 0.7 0.6/1 0.3/1.5 0.3/0.2 0.8

function call format: 
System: func xxxx

User: xxxx

Assistant: xxxx

Obersavtion: xxxx

Assistant: xxxx

## More details
Mobius 12B 16k based on RWKV v6 arch, which is leading state based RNN+CNN+Transformer Mixed large language model which focus opensouce community
* 10~100 trainning/inference cost reduce;
* state based,selected memory, which mean good at grok;
* community support.

## requirements
24G vram to run fp16, 12G for int8, 6G for nf4 with Ai00 server.

* [RWKV Runner](https://github.com/josStorer/RWKV-Runner)
* [Ai00 server](https://github.com/cgisky1980/ai00_rwkv_server)

## Benchmark
Ceval:
Cmmlu: