| --- |
| datasets: |
| - cognitivecomputations/dolphin |
| - jondurbin/airoboros-2.2.1 |
| - cognitivecomputations/dolphin-coder |
| - teknium/openhermes |
| - ise-uiuc/Magicoder-OSS-Instruct-75K |
| - ise-uiuc/Magicoder-Evol-Instruct-110K |
| - m-a-p/Code-Feedback |
| - m-a-p/CodeFeedback-Filtered-Instruction |
| language: |
| - en |
| license: bigcode-openrail-m |
| quantized_by: bartowski |
| pipeline_tag: text-generation |
| --- |
| |
| ## Exllama v2 Quantizations of dolphincoder-starcoder2-15b |
|
|
| Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.14">turboderp's ExLlamaV2 v0.0.14</a> for quantization. |
|
|
| ## The "main" branch only contains the measurement.json, download one of the other branches for the model (see below) |
|
|
| Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions. |
|
|
| Conversion was done using the default calibration dataset. |
|
|
| 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. |
| |
| Original model: https://huggingface.co/cognitivecomputations/dolphincoder-starcoder2-15b |
| |
| |
| <a href="https://huggingface.co/bartowski/dolphincoder-starcoder2-15b-exl2/tree/8_0">8.0 bits per weight</a> |
| |
| <a href="https://huggingface.co/bartowski/dolphincoder-starcoder2-15b-exl2/tree/6_5">6.5 bits per weight</a> |
| |
| <a href="https://huggingface.co/bartowski/dolphincoder-starcoder2-15b-exl2/tree/5_0">5.0 bits per weight</a> |
| |
| <a href="https://huggingface.co/bartowski/dolphincoder-starcoder2-15b-exl2/tree/4_25">4.25 bits per weight</a> |
| |
| <a href="https://huggingface.co/bartowski/dolphincoder-starcoder2-15b-exl2/tree/3_5">3.5 bits per weight</a> |
| |
| |
| ## Download instructions |
| |
| With git: |
| |
| ```shell |
| git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/dolphincoder-starcoder2-15b-exl2 |
| ``` |
| |
| With huggingface hub (credit to TheBloke for instructions): |
| |
| ```shell |
| pip3 install huggingface-hub |
| ``` |
| |
| To download the `main` (only useful if you only care about measurement.json) branch to a folder called `dolphincoder-starcoder2-15b-exl2`: |
| |
| ```shell |
| mkdir dolphincoder-starcoder2-15b-exl2 |
| huggingface-cli download bartowski/dolphincoder-starcoder2-15b-exl2 --local-dir dolphincoder-starcoder2-15b-exl2 --local-dir-use-symlinks False |
| ``` |
| |
| To download from a different branch, add the `--revision` parameter: |
| |
| Linux: |
| |
| ```shell |
| mkdir dolphincoder-starcoder2-15b-exl2-6_5 |
| huggingface-cli download bartowski/dolphincoder-starcoder2-15b-exl2 --revision 6_5 --local-dir dolphincoder-starcoder2-15b-exl2-6_5 --local-dir-use-symlinks False |
| ``` |
| |
| Windows (which apparently doesn't like _ in folders sometimes?): |
|
|
| ```shell |
| mkdir dolphincoder-starcoder2-15b-exl2-6.5 |
| huggingface-cli download bartowski/dolphincoder-starcoder2-15b-exl2 --revision 6_5 --local-dir dolphincoder-starcoder2-15b-exl2-6.5 --local-dir-use-symlinks False |
| ``` |
