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README.md

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 license: apache-2.0
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+license: apache-2.0
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+# Mobius RWKV r5 chat 12B 8k
+Mobius is a RWKV v5.2 arch chat model, benifit from [Matrix-Valued States and Dynamic Recurrence](https://arxiv.org/abs/2404.05892)
+
+## Introduction
+
+Mobius is a RWKV v5.2 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 128K context length.
+* Base model [Mobius-mega-12B-128k-base](https://huggingface.co/TimeMobius/Moibus-mega-12B-128k-base)
+  
+
+## 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
+
+## More details
+Mobius 12B 128k based on RWKV v5.2 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)
+
+## future plan
+If you need a HF version let us know
+
+[Mobius-Chat-12B-128k](https://huggingface.co/TimeMobius/Mobius-Chat-12B-128k)