jiqing-feng 907c0c2c76 Implement _dequantize for TorchAO quantizer (#13538) ...

* Implement _dequantize for TorchAO quantizer

- Add _dequantize() method in TorchAoHfQuantizer that dequantizes
  TorchAOBaseTensor weights back to standard nn.Parameter
- Fix _verify_if_layer_quantized to check isinstance(weight, TorchAOBaseTensor)
  so dequantized layers are correctly detected as non-quantized

* enable dequantize for TorchAO tester mixin

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* check dequantize

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* fix dequantize: clear is_quantized flag and cast dtype after dequantize

* fix

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* fix error report

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

---------

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

2026-05-18 18:39:50 +05:30

..

fixtures

Sunset Python 3.8 & get rid of explicit typing exports where possible (#12524)

2026-02-13 18:16:51 +05:30

hooks

Fix group-offloading bug (#13211)

2026-03-04 20:34:13 +05:30

lora

[tests] fix lora checkpoint serialization issues (#13676)

2026-05-15 16:38:25 +09:00

models

Implement _dequantize for TorchAO quantizer (#13538)

2026-05-18 18:39:50 +05:30

modular_pipelines

feat: Add Modular Pipeline for Stable Diffusion 3 (SD3) (#13324)

2026-05-06 15:33:20 -10:00

others

fix(randn_tensor): compare device.type, not torch.device, when suppressing MPS info log (#13508)

2026-05-15 08:11:54 -10:00

pipelines

fix lfs pointer rejection problems for hub tests (#13733)

2026-05-18 14:56:57 +05:30

quantization

Remove references to torchao's AffineQuantizedTensor (#13405)

2026-04-06 20:41:26 +02:00

remote

Sunset Python 3.8 & get rid of explicit typing exports where possible (#12524)

2026-02-13 18:16:51 +05:30

schedulers

[Discrete Diffusion] Add LLaDA2 pipeline (#13226)

2026-03-25 16:17:50 +05:30

single_file

[Tests] Add single file tester mixin for Models and remove unittest dependency (#12352)

2025-09-30 13:28:34 +05:30

__init__.py

fix issues with loading, add test for pipeline

2022-06-07 15:40:36 +02:00

conftest.py

Refactor Model Tests (#12822)

2026-02-02 18:51:44 +05:30

testing_utils.py

FlashPack (#12700)

2026-04-13 20:42:17 +05:30