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[Bug] The quantization process of Qwen/Qwen2-VL-7B-Instruct is getting killed without throwing error. #2770

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vjaideep08 opened this issue Nov 19, 2024 · 2 comments
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@vjaideep08
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vjaideep08 commented Nov 19, 2024

Checklist

  • 1. I have searched related issues but cannot get the expected help.
  • 2. The bug has not been fixed in the latest version.
  • 3. Please note that if the bug-related issue you submitted lacks corresponding environment info and a minimal reproducible demo, it will be challenging for us to reproduce and resolve the issue, reducing the likelihood of receiving feedback.

Describe the bug

I am trying to AWQ 4-bit quantize Qwen/Qwen2-VL-7B-Instruct using LM DEPLOY awq quantization algorithm.
image

Reproduction

export HF_MODEL=Qwen/Qwen2-VL-7B-Instruct

export WORK_DIR = /Qwen/Qwen2-VL-7B-Instruct-4BIT-MODEL

lmdeploy lite auto_awq $HF_MODEL --calib-dataset 'ptb' --calib-samples 4 --calib-seqlen 64 --w-bits 4 --w-group-size 128 --batch-size 1 --work-dir $WORK_DIR

Environment

conda create -n lmdeploy python=3.8 -y
conda activate lmdeploy
pip install lmdeploy

Error traceback

No response

@AllentDan
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Qwen2-VL AWQ quantization is not supported yet. I will try to add the feature.

@AllentDan
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#2787 支持了,可以先用起来

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