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fdb85be40f
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Younes Belkada fdb85be40f
Faster generation using AWQ + Fused modules (#27411) 
* v1 fusing modules

* add fused mlp support

* up

* fix CI

* block save_pretrained

* fixup

* small fix

* add new condition

* add v1 docs

* add some comments

* style

* fix nit

* adapt from suggestion

* add check

* change arg names

* change variables name

* Update src/transformers/integrations/awq.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* style

* split up into 3 different private methods

* more conditions

* more checks

* add fused tests for custom models

* fix

* fix tests

* final update docs

* final fixes

* fix importlib metadata

* Update src/transformers/utils/quantization_config.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* change it to `do_fuse`

* nit

* Update src/transformers/utils/quantization_config.py

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* Update src/transformers/utils/quantization_config.py

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* Update src/transformers/utils/quantization_config.py

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* few fixes

* revert

* fix test

* fix copies

* raise error if model is not quantized

* add test

* use quantization_config.config when fusing

* Update src/transformers/modeling_utils.py

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
2023-12-05 12:14:45 +01:00
..
internal translate internal folder files to chinese (#27638) 2023-12-04 10:04:28 -08:00
main_classes [docs] Quantization (#27641) 2023-11-28 08:41:47 -08:00
model_doc Disallow pickle.load unless TRUST_REMOTE_CODE=True (#27776) 2023-12-04 16:48:37 +01:00
tasks Translate en/tasks folder docs to Japanese 🇯🇵 (#27098) 2023-12-04 14:10:54 -08:00
_config.py [Styling] stylify using ruff (#27144) 2023-11-16 17:43:19 +01:00
_redirects.yml Extended semantic segmentation to image segmentation (#27039) 2023-11-23 15:58:21 +00:00
_toctree.yml Add SeamlessM4T v2 (#27779) 2023-11-30 20:24:43 +01:00
accelerate.md Fix typos (#25936) 2023-09-04 11:15:12 +01:00
add_new_model.md Update add_new_model.md (#26365) 2023-09-25 12:58:11 +02:00
add_new_pipeline.md Update add_new_pipeline.md (#26197) 2023-09-19 00:41:16 +02:00
add_tensorflow_model.md Remove utils/documentation_tests.txt (#26213) 2023-09-18 13:33:01 +02:00
attention.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
autoclass_tutorial.md Update autoclass_tutorial.md (#25929) 2023-09-04 11:16:49 +01:00
benchmarks.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
bertology.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
big_models.md Fix typos (#25936) 2023-09-04 11:15:12 +01:00
chat_templating.md Update chat template warnings/guides (#27634) 2023-11-27 18:40:10 +00:00
community.md Update community.md (#25928) 2023-09-04 11:16:34 +01:00
contributing.md Enable doc in Spanish (#16518) 2022-04-04 10:25:46 -04:00
create_a_model.md [docs] fixed links with 404 (#27327) 2023-11-06 19:45:03 +00:00
custom_models.md Reorder the code on the Hub to explicit that sharing on the Hub isn't a requirement (#27691) 2023-11-27 09:38:18 +01:00
custom_tools.md [doc] Always call it Agents for consistency (#25958) 2023-09-05 12:27:20 +01:00
debugging.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
fast_tokenizers.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
generation_strategies.md [docs] navigation improvement between text gen pipelines and text gen params (#26477) 2023-09-29 09:43:39 +02:00
glossary.md [docs] Performance docs refactor p.2 (#26791) 2023-10-24 13:10:06 -04:00
hpo_train.md Remove-auth-token (#27060) 2023-11-13 14:20:54 +01:00
index.md Add SeamlessM4T v2 (#27779) 2023-11-30 20:24:43 +01:00
installation.md [docs] Update offline mode docs (#26478) 2023-09-29 09:42:21 +02:00
llm_tutorial_optimization.md Generate: Update docs regarding reusing past_key_values in generate (#27612) 2023-11-21 10:48:14 +00:00
llm_tutorial.md Generate: update basic llm tutorial (#26937) 2023-10-19 16:53:28 +01:00
model_memory_anatomy.md Fix typos (#25936) 2023-09-04 11:15:12 +01:00
model_sharing.md Fix typos (#25936) 2023-09-04 11:15:12 +01:00
model_summary.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
multilingual.md Fix typo in example code (#25583) 2023-08-18 07:58:59 +02:00
notebooks.md Enable doc in Spanish (#16518) 2022-04-04 10:25:46 -04:00
pad_truncation.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
peft.md [Peft] modules_to_save support for peft integration (#27466) 2023-11-14 10:32:57 +01:00
perf_hardware.md docs: replace torch.distributed.run by torchrun (#27528) 2023-11-27 16:26:33 +00:00
perf_infer_cpu.md [docs] Update CPU/GPU inference docs (#26881) 2023-10-31 09:44:51 -07:00
perf_infer_gpu_one.md Flash Attention 2 support for RoCm (#27611) 2023-12-04 21:52:17 +09:00
perf_torch_compile.md Fix rendering for torch.compile() docs (#25432) 2023-08-10 13:25:00 +02:00
perf_train_cpu_many.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
perf_train_cpu.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
perf_train_gpu_many.md docs: replace torch.distributed.run by torchrun (#27528) 2023-11-27 16:26:33 +00:00
perf_train_gpu_one.md Reflect RoCm support in the documentation (#27636) 2023-11-25 00:59:17 +09:00
perf_train_special.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
perf_train_tpu_tf.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
perf_train_tpu.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
performance.md [docs] Update CPU/GPU inference docs (#26881) 2023-10-31 09:44:51 -07:00
perplexity.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
philosophy.md [docs] fixed links with 404 (#27327) 2023-11-06 19:45:03 +00:00
pipeline_tutorial.md [ASR Pipe] Improve docs and error messages (#26476) 2023-09-29 18:32:37 +01:00
pipeline_webserver.md Suggestions on Pipeline_webserver (#25570) 2023-08-18 10:17:44 +02:00
pr_checks.md Docstring check (#26052) 2023-10-04 15:13:37 +02:00
preprocessing.md Broken links fixed related to datasets docs (#27569) 2023-11-17 13:44:09 -08:00
quantization.md Faster generation using AWQ + Fused modules (#27411) 2023-12-05 12:14:45 +01:00
quicktour.md [TYPO] fix typo/format in quicktour.md (#25519) 2023-08-16 08:03:23 +02:00
run_scripts.md docs: replace torch.distributed.run by torchrun (#27528) 2023-11-27 16:26:33 +00:00
sagemaker.md [docs] fixed links with 404 (#27327) 2023-11-06 19:45:03 +00:00
serialization.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
task_summary.md Fix doctest (#25031) 2023-07-25 22:10:06 +02:00
tasks_explained.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
testing.md Device agnostic testing (#25870) 2023-10-24 16:49:26 +02:00
tf_xla.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tflite.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tokenizer_summary.md Fix typo: Roberta -> RoBERTa (#25302) 2023-08-03 14:17:30 -07:00
torchscript.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
training.md Fix semantic error in evaluation section (#27675) 2023-11-24 12:41:16 +01:00
transformers_agents.md [doc] Always call it Agents for consistency (#25958) 2023-09-05 12:27:20 +01:00
troubleshooting.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00