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---
license: apache-2.0
---
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 in chinese;
* Stable support of 16K context length.
* function call support ;
## Usage
Chat format: User: xxxx\n\nAssistant: xxx\n\n
Recommend Temp and topp: 1 0.3
function call format example:
```
System: You are a helpful assistant with access to the following functions. Use them if required -{
"name": "get_exchange_rate",
"description": "Get the exchange rate between two currencies",
"parameters": {
"type": "object",
"properties": {
"base_currency": {
"type": "string",
"description": "The currency to convert from"
},
"target_currency": {
"type": "string",
"description": "The currency to convert to"
}
},
"required": [
"base_currency",
"target_currency"
]
}
}
User: Hi, I need to know the exchange rate from USD to EUR
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
21.9G vram to run fp16, 13.7G for int8, 7.2 for nf4 with Ai00 server.
* [RWKV Runner](https://github.com/josStorer/RWKV-Runner)
* [Ai00 server](https://github.com/cgisky1980/ai00_rwkv_server)
## Benchmark
ceval 63.53
cmmlu 76.07
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