Federico Baldassarre
e94a4807df
Add usage example for DINOv2 ( #37398 )
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* Add usage example for DINOv2
* More explicit shape names
* More verbose text
* Moved example to Notes section
* Indentation
2025-05-01 08:54:22 -07:00
Shubham Panchal
416b5a875d
Update model-card for DINOv2 ( #37104 )
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[docs] Update model-card for DINOv2
2025-04-07 10:11:08 -07:00
Pavel Iakubovskii
66291778dd
Refactor Attention implementation for ViT-based models ( #36545 )
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* Refactor vit attention
* Refactor ViT-based models
* 🚨 🚨 🚨 Fix prefix for DPT
* Update params order
* trigger tests
* Fix Dinov2 attention
* Fix DPT attention impl propagation for backbone config
* Common test fix: config is modif. inplace - avoid it
* view->reshape
* Fixup
* Fixup
* Enable IJepa FA2
* Add FA2 in corresponding model docs
2025-03-20 15:15:01 +00:00
Steven Liu
c0f8d055ce
[docs] Redesign ( #31757 )
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* toctree
* not-doctested.txt
* collapse sections
* feedback
* update
* rewrite get started sections
* fixes
* fix
* loading models
* fix
* customize models
* share
* fix link
* contribute part 1
* contribute pt 2
* fix toctree
* tokenization pt 1
* Add new model (#32615 )
* v1 - working version
* fix
* fix
* fix
* fix
* rename to correct name
* fix title
* fixup
* rename files
* fix
* add copied from on tests
* rename to `FalconMamba` everywhere and fix bugs
* fix quantization + accelerate
* fix copies
* add `torch.compile` support
* fix tests
* fix tests and add slow tests
* copies on config
* merge the latest changes
* fix tests
* add few lines about instruct
* Apply suggestions from code review
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
* fix
* fix tests
---------
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
* "to be not" -> "not to be" (#32636 )
* "to be not" -> "not to be"
* Update sam.md
* Update trainer.py
* Update modeling_utils.py
* Update test_modeling_utils.py
* Update test_modeling_utils.py
* fix hfoption tag
* tokenization pt. 2
* image processor
* fix toctree
* backbones
* feature extractor
* fix file name
* processor
* update not-doctested
* update
* make style
* fix toctree
* revision
* make fixup
* fix toctree
* fix
* make style
* fix hfoption tag
* pipeline
* pipeline gradio
* pipeline web server
* add pipeline
* fix toctree
* not-doctested
* prompting
* llm optims
* fix toctree
* fixes
* cache
* text generation
* fix
* chat pipeline
* chat stuff
* xla
* torch.compile
* cpu inference
* toctree
* gpu inference
* agents and tools
* gguf/tiktoken
* finetune
* toctree
* trainer
* trainer pt 2
* optims
* optimizers
* accelerate
* parallelism
* fsdp
* update
* distributed cpu
* hardware training
* gpu training
* gpu training 2
* peft
* distrib debug
* deepspeed 1
* deepspeed 2
* chat toctree
* quant pt 1
* quant pt 2
* fix toctree
* fix
* fix
* quant pt 3
* quant pt 4
* serialization
* torchscript
* scripts
* tpu
* review
* model addition timeline
* modular
* more reviews
* reviews
* fix toctree
* reviews reviews
* continue reviews
* more reviews
* modular transformers
* more review
* zamba2
* fix
* all frameworks
* pytorch
* supported model frameworks
* flashattention
* rm check_table
* not-doctested.txt
* rm check_support_list.py
* feedback
* updates/feedback
* review
* feedback
* fix
* update
* feedback
* updates
* update
---------
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Quentin Gallouédec <45557362+qgallouedec@users.noreply.github.com>
2025-03-03 10:33:46 -08:00
MAHIR DAIYAN
843e5e20ca
Add Flax Dinov2 ( #31960 )
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* tfmsenv restored in main
* installed flax
* forward pass done and all tests passed
* make fix-copies and cleaning the scripts
* fixup attempt 1
* fixup attempt 2
* fixup third attempt
* fixup attempt 4
* fixup attempt 5
* dinov2 doc fixed
* FlaxDinov2Model + ForImageClassification added to OBJECTS_TO_IGNORE
* external pos_encoding layer removed
* fixup attempt 6
* fixed integration test values
* fixup attempt 7
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
* comments removed
* comment removed from the test
* fixup
* Update src/transformers/models/dinov2/modeling_flax_dinov2.py
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
* new fixes 1
* interpolate_pos_encoding function removed
* droppath rng fixed, pretrained beit copied-from still not working
* modeling_flax_dinov2.py reformatted
* Update tests/models/dinov2/test_modeling_flax_dinov2.py
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
* added Copied from, to the tests
* copied from statements removed from tests
* fixed copied from statements in the tests
* [run_slow] dinov2
---------
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
2024-08-19 09:28:13 +01:00
NielsRogge
56a7745704
[Chameleon, Hiera] Improve docs ( #32038 )
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* Improve docs
* Fix docs
* Fix code snippet
2024-07-19 11:20:03 +03:00
NielsRogge
fe1c16e95a
[DPT, Dinov2] Add resources ( #27655 )
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* Add resources
* Remove script
* Update docs/source/en/model_doc/dinov2.md
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
---------
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-23 17:44:08 +00:00
amyeroberts
0145c6825e
Fix tracing dinov2 ( #27561 )
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* Enable tracing with DINOv2 model
* ABC
* Add note to model doc
2023-11-21 14:28:38 +00:00
Maria Khalusova
5964f820db
[Docs] Model_doc structure/clarity improvements ( #26876 )
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* first batch of structure improvements for model_docs
* second batch of structure improvements for model_docs
* more structure improvements for model_docs
* more structure improvements for model_docs
* structure improvements for cv model_docs
* more structural refactoring
* addressed feedback about image processors
2023-11-03 10:57:03 -04:00
NielsRogge
3ec10e6c76
Add DINOv2 ( #24016 )
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* First draft
* More improvements
* Convert patch embedding layer
* Convert all weights
* Make conversion work
* Improve conversion script
* Fix style
* Make all tests pass
* Add image processor to auto mapping
* Add swiglu ffn
* Add image processor to conversion script
* Fix conversion of giant model
* Fix documentation
* Fix style
* Fix tests
* Address comments
* Address more comments
* Remove unused arguments
* Remove more arguments
* Rename parameters
* Include mask token
* Address comments
* Add docstring
* Transfer checkpoints
* Empty commit
2023-07-18 15:34:06 +01:00
