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--- |
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license: cc-by-nc-nd-4.0 |
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datasets: |
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- ajibawa-2023/Python-Code-23k-ShareGPT |
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language: |
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- en |
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tags: |
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- code |
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quantized_by: bartowski |
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--- |
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## Exllama v2 Quantizations of Python-Code-13B |
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Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.8">turboderp's ExLlamaV2 v0.0.8</a> for quantization. |
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Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions. |
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Conversion was done using Evol-Instruct-Code-80k-v1.parquet as calibration dataset. |
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Original model: https://huggingface.co/ajibawa-2023/Python-Code-13B |
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<a href="https://huggingface.co/bartowski/Python-Code-13B-exl2/tree/3.75">3.75 bits per weight</a> |
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<a href="https://huggingface.co/bartowski/Python-Code-13B-exl2/tree/4.0">4.0 bits per weight</a> |
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<a href="https://huggingface.co/bartowski/Python-Code-13B-exl2/tree/6.0">6.0 bits per weight</a> |
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<a href="https://huggingface.co/bartowski/Python-Code-13B-exl2/tree/8.0">8.0 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/Python-Code-13B-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 the `main` (only useful if you only care about measurement.json) branch to a folder called `Python-Code-13B-exl2`: |
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```shell |
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mkdir Python-Code-13B-exl2 |
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huggingface-cli download bartowski/Python-Code-13B-exl2 --local-dir Python-Code-13B-exl2 --local-dir-use-symlinks False |
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``` |
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To download from a different branch, add the `--revision` parameter: |
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```shell |
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mkdir Python-Code-13B-exl2 |
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huggingface-cli download bartowski/Python-Code-13B-exl2 --revision 4.0 --local-dir Python-Code-13B-exl2 --local-dir-use-symlinks False |
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``` |
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