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[main]Refactoring w4a8 and w8a8 and supporting deepseek w4a8 #1469

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What this PR does / why we need it?

Does this PR introduce any user-facing change?

How was this patch tested?

Signed-off-by: pichangping <1337510399@qq.com>
Signed-off-by: pichangping <1337510399@qq.com>
Signed-off-by: pichangping <1337510399@qq.com>
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codecov bot commented Jun 27, 2025

Codecov Report

Attention: Patch coverage is 25.29412% with 127 lines in your changes missing coverage. Please review.

Project coverage is 31.89%. Comparing base (c30ddb8) to head (c922b10).
Report is 36 commits behind head on main.

Files with missing lines Patch % Lines
vllm_ascend/quantization/w4a8_dynamic.py 24.42% 99 Missing ⚠️
vllm_ascend/quantization/quant_config.py 0.00% 12 Missing ⚠️
vllm_ascend/quantization/w8a8_dynamic.py 16.66% 10 Missing ⚠️
vllm_ascend/models/deepseek_v2.py 40.00% 3 Missing ⚠️
vllm_ascend/quantization/quantizer.py 75.00% 2 Missing ⚠️
vllm_ascend/quantization/w8a8.py 50.00% 1 Missing ⚠️

❌ Your patch check has failed because the patch coverage (25.29%) is below the target coverage (100.00%). You can increase the patch coverage or adjust the target coverage.

Additional details and impacted files
@@            Coverage Diff             @@
##             main    #1469      +/-   ##
==========================================
+ Coverage   27.39%   31.89%   +4.49%     
==========================================
  Files          56       61       +5     
  Lines        6191     6704     +513     
==========================================
+ Hits         1696     2138     +442     
- Misses       4495     4566      +71     
Flag Coverage Δ
unittests 31.89% <25.29%> (+4.49%) ⬆️

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@pichangping pichangping changed the title [main]Refactoring w4a8 and w8a8 and supporting w4a8 graph mode [main]Refactoring w4a8 and w8a8 and supporting deepseek w4a8 Jun 27, 2025
zhoux77899 and others added 4 commits June 27, 2025 15:45
Signed-off-by: ZhouXiang <zhouxiang100@huawei.com>
Signed-off-by: pichangping <1337510399@qq.com>
Signed-off-by: pichangping <1337510399@qq.com>
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This pull request has conflicts, please resolve those before we can evaluate the pull request.

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2 participants