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README.md
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license: cc-by-nc-4.0
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library_name: transformers
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pipeline_tag: text-generation
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---
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## NeverSleep's [Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss](https://huggingface.co/NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss)
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### the other 14 shannons will be remembered. [HQQ quantized](https://mobiusml.github.io/hqq_blog/) to 2 bits with 4 bit attention. Fits on a 3090 with room to grow. Supports full 32k context. I will not combine those assertions.
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The attention tensors are 4 bit because mixtral reuses it for each expert - so it's only adding 0.4 GB and the quality improve dramatically. See [this](https://huggingface.co/mobiuslabsgmbh/Mixtral-8x7B-v0.1-hf-attn-4bit-moe-2bit-HQQ) but horny and dying of chatml m<|alig>|nant tokenitis.|>
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license: cc-by-nc-4.0
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library_name: transformers
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pipeline_tag: text-generation
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tags:
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- HQQ
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- mixtral
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- moe
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- quantized
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- 2bit
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---
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## NeverSleep's [Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss](https://huggingface.co/NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss) 2 bit HQQ quant.
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## 18.2 GB
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### the other 14 shannons will be remembered. [HQQ quantized](https://mobiusml.github.io/hqq_blog/) to 2 bits with 4 bit attention. Fits on a 3090 with room to grow. Supports full 32k context. I will not combine those assertions.
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The attention tensors are 4 bit because mixtral reuses it for each expert - so it's only adding 0.4 GB and the quality improve dramatically. See [this](https://huggingface.co/mobiuslabsgmbh/Mixtral-8x7B-v0.1-hf-attn-4bit-moe-2bit-HQQ) but horny and dying of chatml m<|alig>|nant tokenitis.|>
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