* accept arbitrary kwargs
* move user commands to a separate fn
* work with generation config files
* rm cmmt
* docs
* base generate flag doc section
* nits
* nits
* nits
* no <br>
* better basic args description
* initial design
* update all video processors
* add tests
* need to add qwen2-vl (not tested yet)
* add qwen2-vl in auto map
* fix copies
* isort
* resolve confilicts kinda
* nit:
* qwen2-vl is happy now
* qwen2-5 happy
* other models are happy
* fix copies
* fix tests
* add docs
* CI green now?
* add more tests
* even more changes + tests
* doc builder fail
* nit
* Update src/transformers/models/auto/processing_auto.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* small update
* imports correctly
* dump, otherwise this is getting unmanagebale T-T
* dump
* update
* another update
* update
* tests
* move
* modular
* docs
* test
* another update
* init
* remove flakiness in tests
* fixup
* clean up and remove commented lines
* docs
* skip this one!
* last fix after rebasing
* run fixup
* delete slow files
* remove unnecessary tests + clean up a bit
* small fixes
* fix tests
* more updates
* docs
* fix tests
* update
* style
* fix qwen2-5-vl
* fixup
* fixup
* unflatten batch when preparing
* dump, come back soon
* add docs and fix some tests
* how to guard this with new dummies?
* chat templates in qwen
* address some comments
* remove `Fast` suffix
* fixup
* oops should be imported from transforms
* typo in requires dummies
* new model added with video support
* fixup once more
* last fixup I hope
* revert image processor name + comments
* oh, this is why fetch test is failing
* fix tests
* fix more tests
* fixup
* add new models: internvl, smolvlm
* update docs
* imprt once
* fix failing tests
* do we need to guard it here again, why?
* new model was added, update it
* remove testcase from tester
* fix tests
* make style
* not related CI fail, lets' just fix here
* mark flaky for now, filas 15 out of 100
* style
* maybe we can do this way?
* don't download images in setup class
---------
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* enable generation fsdp/utils test cases on XPU
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
* fix style
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
* xx
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
* use backend_xx APIs
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
* fix style
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
---------
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Do not erase a cache_position initialization passed explicitly to generate(), if there is one.
But: Let initialization replace cache_position if it's set to None. I assume that if the value is explicitly passed but None, we should initialize anyway.
* update models
* why rename
* return attn weights when sdpa
* fixes
* fix attn implementation composite
* fix moshi
* add message
* add typings
* use explicitly all flags for each attn type
* fix some tests
* import what is needed
* kosmos on main has ew attention already, yay
* new models in main, run fixup
* won't fix kosmos yet
* fix-copies
* clean up after rebasing
* fix tests
* style
* dont cast attns to fp32
* did we update ruff? oke, let's just do what it asks
* fix pixtral after rebase
* Add ALL_ATTENTION_FUNCTIONS compatibility for Pixtral model
* Fix invalid operand type
* Allow image_sizes to be optional in forward pass to fit tests
Disallow using sdpa and output_attentions
* Disallow using sdpa with output_attentions
* Delete useless comments, use eager attention from smolvlm, use pattern from mistral
* add _supports_attention_backend
* use kwargs instead of position_ids
---------
Co-authored-by: aurelien.lac <aurelien.lac@lighton.ai>
* Add fast image processor support for Swin2SR
* Add Swin2SR tests of fast image processing
* Update docs and remove unnecessary test func
* Fix docstring formatting
* Skip fast vs slow processing test
---------
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
* i guessreverted all CdGen classes
* style
* llava onevision
* fix copies
* fix some tests
* some more tests
* dump
* skip these
* nevermind, i am dumb
* revert fix not needed
* fixup
* fixup
* another fixup
* more fixup to make ci finally happy
* fixup after rebasing
* fix qwen tests
* add internVL + typos here and there
* image token index -> id
* style
* fix init weights
* revert blip-2 not supported
* address comments
* fix copies
* revert blip2 test file as well
* as discussed internally, revert back CdGen models
* fix some tests
* fix more tests for compile
* CI red
* fix copies
* enumerate explicitly allowed models
* address comments
* fix tests
* fixup
* style again
* add tests for new model class
* another fixup ( x _ x )
* [fixup] unused attributes can be removed post-deprecation
* Enable granite speech 3.3 tests
* skip sdpa test for granite speech
* Explicitly move model to device
* Use granite speech 2b in tests
---------
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
* args keep_torch_compile=False in _save and _wwrap_method
* Fix FSDP execution on evaluation for torch_compile mode
* add test trainer FSDP + Torch Compile
* fix quality code
* make style
* Revert " make style"
This reverts commit 77e797f8829c50992cc21496be3d9a3e480e1c97.
* make style
* enable xpu in test_trainer
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
* fix style
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
* enhance _device_agnostic_dispatch to cover value
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
* add default values for torch not available case
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
---------
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
