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license: apache-2.0
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license: apache-2.0
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language:
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- en
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This is 2-bit quantization of [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) using [QuIP#](https://cornell-relaxml.github.io/quip-sharp/)
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## Model loading
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Please follow the instruction of [QuIP-for-all](https://github.com/chu-tianxiang/QuIP-for-all) for usage.
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## Perplexity
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Measured at Wikitext with 4096 context length
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| fp16 | 2-bit |
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| ------- | ------- |
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| 3.8825 | 5.2799 |
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## Speed
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About 16 tokens/s at batchsize = 1 using vLLM at single A100.
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