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README.md
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---
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license: apache-2.0
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pipeline_tag: text-generation
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tags:
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- finetuned
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inference:
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parameters:
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temperature: 0.7
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quantized_by: bartowski
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---
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## Exllama v2 Quantizations of Mistral-7B-Instruct-v0.2
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Using <a href="https://github.com/turboderp/exllamav2/tree/experimental">turboderp's ExLlamaV2 experimental</a> for quantization.
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Each branch contains an individual bits per weight. This is an experimental ExLlamaV2 quantization with no measurement.json produced.
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Default arguments used except when the bits per weight is above 6.0, at that point the lm_head layer is quantized at 8 bits per weight instead of the default 6.
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Original model: https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2
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<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/8_0">8.0 bits per weight</a>
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<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/7_0">7.0 bits per weight</a>
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<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/6_0">6.0 bits per weight</a>
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<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/5_0">5.0 bits per weight</a>
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<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/4_0">4.0 bits per weight</a>
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<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2/tree/3_75">3.75 bits per weight</a>
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## Download instructions
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With git:
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```shell
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git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-exl2
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```
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With huggingface hub (credit to TheBloke for instructions):
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```shell
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pip3 install huggingface-hub
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```
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To download a specific BPW branch to a folder called `Mistral-7B-Instruct-v0.2-exl2`:
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```shell
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mkdir Mistral-7B-Instruct-v0.2-exl2
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huggingface-cli download bartowski/Mistral-7B-Instruct-v0.2-exl2 --revision 4_0 --local-dir Mistral-7B-Instruct-v0.2-exl2 --local-dir-use-symlinks False
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```
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