fix nemotron gguf

missing import

fix gpt2 generation tests

fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* init cache on meta device

* offloaded static + enable tests

* tests weren't running before  :(

* update

* fix mamba

* fix copies

* update

* address comments and fix tests

* fix copies

* Update src/transformers/cache_utils.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* update

* mamba fix

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Remove pyav pin to allow python 3.11 to be used

* Run make fixup

---------

Co-authored-by: Louis Groux <louis.cal.groux@gmail.com>

* remove traces of the old deprecated benchmarks

* also remove old tf benchmark example, which uses deleted code

* run doc builder

update values for t4

* start a nice doc

* keep improving the doc

* Finalize doc

* Update modular_transformers.md

* apply suggestion

* add qwen2_vl image processor fast

* add device to ImagesKwargs

* remove automatic fix copies

* fix fast_is_faster_than_slow

* remove unnecessary import

* إضافة الترجمة العربية: masked_language_modeling.md

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/tasks/masked_language_modeling.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update _toctree.yml

* Update _toctree.yml

* Add language_modeling.md

* Add Sequence_classifiation.md

* Update _toctree.yml

---------

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Remove deprecated get_cached_models

* imports

Fixed typo in version number for IPEX backend required minimal autoawq version

* fix bloom ggml

* fix falcon output

* make style

Works for fine-tuned or exported models:

```py
from transformers import AutoModelForImageClassification

checkpoint = "timm/vit_base_patch16_224.augreg2_in21k_ft_in1k"
model = AutoModelForImageClassification.from_pretrained(checkpoint)

model.push_to_hub("pcuenq/tw1")
```

The uploaded model will now show snippets for both the timm and the
transformers libraries.

* var

* more

* test

* add a new example for flax inference cases

* Update examples/flax/language-modeling/README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/flax/language-modeling/README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/flax/language-modeling/README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/flax/language-modeling/README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/flax/language-modeling/README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/flax/language-modeling/README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* fix for "make fixup"

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* adding blog post to model doc

* Update docs/source/en/model_doc/timm_wrapper.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* review suggestions

* review suggestions

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* fix

* fix

* skip

* better error message

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* First draft

* Add equivalence test

* Update docstrings

* Add tests

* Use numpy

* Fix tests

* Improve variable names

* Improve docstring

* Add link

* Remove script

* Add copied from

* Address comment

* Add note in docs

* Add docstring, data format

* Improve test

* Add test

* update

* Update src/transformers/models/llava/image_processing_llava.py

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

* Update src/transformers/models/llava/image_processing_llava.py

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

* loop once only

---------

Co-authored-by: raushan <raushan@huggingface.co>
Co-authored-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz>
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

* fix  "test_chat_template_dict" in llava_onevision

* Update src/transformers/models/llava_next_video/processing_llava_next_video.py

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

* get one video calles once

---------

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

deterministic sort

* added bugfix in modular converter to keep modular assignments for docstrings, expected outputs etc.

* revert stracoder2 docstring copying, add forward in EMU3 to enable docstring assingment, remove verbatim assignments in modular converter

* added _FOR_DOC in assignments to keep, corrected wrong checkpoint name in ijepa's configuration

* Fix timm dummy import logic

* Add requires to TimmWrapperConfig.from_dict so users see a helpful import error message if timm not installed

* Tool calling: support NoneType for function return type

* fix low-precision audio classification pipeline

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

* add test

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

* fix format

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

* fix torch import

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

* fix torch import

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

* fix format

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

---------

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

* fix vits dtype

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

* add tests

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

* use weight dtype

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

---------

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

* fix document qa bf16 pipeline

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

* add test

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

* fix test

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

---------

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

This is a continuation of 217c47e3 but
for another module. This issue was spotted in nixpkgs (again) when
building lm-eval package that used a different path in transformers
library to reach the same failure.

Related: #35133

* udpate expected logits for T4 runners

* update doc

* correct order of the args for better readability

* remove generate wrap

* convert modular

transformers.image_transforms.normalize documents and checks for the wrong type for std and mean arguments

Co-authored-by: Louis Groux <louis.cal.groux@gmail.com>

* update pop2piano __init__

* add lib check

* update fix

* revert

skip test

remove code owners

* fix docstring

* space