AWQ Support for ONNX Backend #3571
Open
+118
−4
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
andrey-churkin
force-pushed
the
ac/awq_onnx
branch
from
7272fee to
c2f1956
Compare
|
@openvinotoolkit/nncf-maintainers Please review |
AlexanderDokuchaev
approved these changes
Jul 10, 2025
src/nncf/quantization/algorithms/weight_compression/onnx_backend.py
Outdated
Show resolved
Hide resolved
src/nncf/quantization/algorithms/weight_compression/onnx_backend.py
Outdated
Show resolved
Hide resolved
andreyanufr
approved these changes
Jul 11, 2025
anzr299
approved these changes
Jul 11, 2025
andrey-churkin
force-pushed
the
ac/awq_onnx
branch
from
f04a0e4 to
3d9996a
Compare
ljaljushkin
requested changes
Jul 11, 2025
There was a problem hiding this comment.
Please add support for ONNX to the template test for AWQ:
https://github.com/openvinotoolkit/nncf/blob/develop/tests/cross_fw/test_templates/template_test_weights_compression.py#L485
ljaljushkin
reviewed
Jul 11, 2025
Comment on lines
118
to
+124
| metric_value: 0.85466 | ||
| num_int4: 94 | ||
| num_int8: 124 | ||
| tinyllama_data_free_awq_backend_ONNX: | ||
| metric_value: 0.82562 | ||
| num_int4: 264 | ||
| num_int8: 84 |
There was a problem hiding this comment.
I'd also double check why similarity and number of int4 and int8 are different for the same compression configuration
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Changes
AWQ Support for ONNX Backend
Reason for changes
Ref: 168332
Related tickets
Ref: 168332
Tests