|
--- |
|
license: apache-2.0 |
|
license_link: https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE |
|
language: |
|
- en |
|
base_model: |
|
- Qwen/Qwen2.5-Coder-32B-Instruct |
|
base_model_relation: quantized |
|
pipeline_tag: text-generation |
|
library_name: transformers |
|
tags: |
|
- code |
|
- codeqwen |
|
- chat |
|
- qwen |
|
- qwen-coder |
|
quantized_by: bartowski |
|
--- |
|
|
|
## Exllama v2 Quantizations of Qwen2.5-Coder-32B-Instruct |
|
|
|
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.2.3">turboderp's ExLlamaV2 v0.2.3</a> for quantization. |
|
|
|
<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b> |
|
|
|
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/Qwen/Qwen2.5-Coder-32B-Instruct |
|
|
|
|
|
<a href="https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-exl2/tree/8_0">8.0 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-exl2/tree/6_5">6.5 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-exl2/tree/5_0">5.0 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-exl2/tree/4_25">4.25 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-exl2/tree/3_5">3.5 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-exl2/tree/3_0">3.0 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-exl2/tree/2_2">2.2 bits per weight</a> |
|
|
|
|
|
## Download instructions |
|
|
|
With git: |
|
|
|
```shell |
|
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-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 `Qwen2.5-Coder-32B-Instruct-exl2`: |
|
|
|
```shell |
|
mkdir Qwen2.5-Coder-32B-Instruct-exl2 |
|
huggingface-cli download bartowski/Qwen2.5-Coder-32B-Instruct-exl2 --local-dir Qwen2.5-Coder-32B-Instruct-exl2 |
|
``` |
|
|
|
To download from a different branch, add the `--revision` parameter: |
|
|
|
Linux: |
|
|
|
```shell |
|
mkdir Qwen2.5-Coder-32B-Instruct-exl2-6_5 |
|
huggingface-cli download bartowski/Qwen2.5-Coder-32B-Instruct-exl2 --revision 6_5 --local-dir Qwen2.5-Coder-32B-Instruct-exl2-6_5 |
|
``` |
|
|
|
Windows (which apparently doesn't like _ in folders sometimes?): |
|
|
|
```shell |
|
mkdir Qwen2.5-Coder-32B-Instruct-exl2-6.5 |
|
huggingface-cli download bartowski/Qwen2.5-Coder-32B-Instruct-exl2 --revision 6_5 --local-dir Qwen2.5-Coder-32B-Instruct-exl2-6.5 |
|
``` |
|
|
