transformers/docs/source
Jerry Zhang 86777b5e2f
Support AOPerModuleConfig and include_embedding (#37802)
* Support `AOPerModuleConfig` and include_embedding

Summary:
This PR adds support per module configuration for torchao
Also added per module quantization examples:

1. Quantizing different layers with different quantization configs
2. Skip quantization for certain layers

Test Plan:
python tests/quantization/torchao_integration/test_torchao.py -k test_include_embedding
python tests/quantization/torchao_integration/test_torchao.py -k test_per_module_config_skip

Reviewers:

Subscribers:

Tasks:

Tags:

* format

* format

* inlcude embedding remove input embedding from module not to convert

* more docs

* Update docs/source/en/quantization/torchao.md

Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>

* Update src/transformers/quantizers/quantizer_torchao.py

Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>

* Update src/transformers/quantizers/quantizer_torchao.py

Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>

---------

Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>
2025-04-30 20:16:29 +02:00
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ar Fixed broken links (#37466) 2025-04-14 14:16:07 +01:00
de Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
en Support AOPerModuleConfig and include_embedding (#37802) 2025-04-30 20:16:29 +02:00
es Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
fr [agents] remove agents 🧹 (#37368) 2025-04-11 18:42:37 +01:00
hi [i18n-HI] Translated TFLite page to Hindi (#34572) 2024-11-04 09:40:30 -08:00
it Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
ja Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
ko Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
ms [agents] remove agents 🧹 (#37368) 2025-04-11 18:42:37 +01:00
pt Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
te Fix typos in translated quicktour docs (#35302) 2024-12-17 09:32:00 -08:00
tr Translate index.md to Turkish (#27093) 2023-11-08 08:35:20 -05:00
zh Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
_config.py [#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888) 2024-04-08 14:21:16 +01:00