Support huggingface popular weight format for weight-only quantization

[PenghuiCheng]

Type of Change

feature
No API changed

Description

Support huggingface woq model format for intel GPU

Expected Behavior & Potential Risk

support AutoGPTQ model on huggingface models hub for WOQ on intel GPU

[github-actions]

⚡ Required checks status: All passing 🟢

Groups summary

🟢 Format Scan Tests workflow

Check ID	Status	Error details
format-scan (pylint)	success		✅
format-scan (bandit)	success		✅
format-scan (cloc)	success		✅
format-scan (cpplint)	success		✅

These checks are required after the changes to intel_extension_for_transformers/transformers/llm/quantization/utils.py, intel_extension_for_transformers/transformers/modeling/modeling_auto.py.

🟢 Optimize Unit Test workflow

Check ID	Status	Error details
optimize-unit-test-baseline	success		✅
optimize-unit-test-PR-test	success		✅
Genreate-OptimizeUT-Report	success		✅

These checks are required after the changes to intel_extension_for_transformers/transformers/llm/quantization/utils.py, intel_extension_for_transformers/transformers/modeling/modeling_auto.py.

🟢 NeuralChat Unit Test

Check ID	Status	Error details
neuralchat-unit-test-baseline	success		✅
neuralchat-unit-test-PR-test	success		✅
Generate-NeuralChat-Report	success		✅

These checks are required after the changes to intel_extension_for_transformers/transformers/llm/quantization/utils.py, intel_extension_for_transformers/transformers/modeling/modeling_auto.py.

🟢 Engine Unit Test workflow

Check ID	Status	Error details
engine-unit-test-baseline	success		✅
engine-unit-test-PR-test	success		✅
Genreate-Engine-Report	success		✅

These checks are required after the changes to intel_extension_for_transformers/transformers/llm/quantization/utils.py, intel_extension_for_transformers/transformers/modeling/modeling_auto.py.

---

Thank you for your contribution! 💜

Note
This comment is automatically generated and will be updates every 180 seconds within the next 6 hours. If you have any other questions, contact VincyZhang or XuehaoSun for help.

[PenghuiCheng]

depend on ipex gpu xetla kenel ready.