transformers/docs/source/en
Eduardo Pacheco b752ad3019
Adding grounding dino (#26087)
* Fixed typo when converting weigths to GroundingDINO vision backbone

* Final modifications on modeling

* Removed unnecessary class

* Fixed convert structure

* Added image processing

* make fixup partially completed

* Now text_backbone_config has its own class

* Modified convert script

* Removed unnecessary config attribute

* Added new function to generate sub sentence mask

* Renamed parameters with gamma in the name as it's currently not allowed

* Removed tokenization and image_processing scripts since we'll map from existing models

* Fixed some issues with configuration

* Just some modifications on conversion script

* Other modifications

* Copied deformable detr

* First commit

* Added bert to model

* Bert validated

* Created Text and Fusion layers for Encoder

* Adapted Encoder layer

* Fixed typos

* Adjusted Encoder

* Converted encoder to hf

* Modified Decoder Layer

* Modified main decoder class

* Removed copy comments

* Fixed forward from GroundingDINOModel and GroundingDINODecoder

* Added all necessary layers, configurations and forward logic up to GroundingDINOModel

* Added all layers to convertion

* Fixed outputs for GroundingDINOModel and GroundingDINOForObjectDetection

* Fixed mask input to encoders and fixed nn.MultiheadAttention batch first and attn output

* Fixed forward from GroundingDINOTextEnhancerLayer

* Fixed output bug with GroundingDINODeformableLayer

* Fixed bugs that prevent GroundingDINOForObjectDetection to run forward method

* Fixed attentions to be passed correctly

* Passing temperature arg when creating Sine position embedding

* Removed copy comments

* Added temperature argument for position embedding

* Fixed typo when converting weigths to GroundingDINO vision backbone

* Final modifications on modeling

* Removed unnecessary class

* Fixed convert structure

* Added image processing

* make fixup partially completed

* Now text_backbone_config has its own class

* Modified convert script

* Removed unnecessary config attribute

* Added new function to generate sub sentence mask

* Renamed parameters with gamma in the name as it's currently not allowed

* Removed tokenization and image_processing scripts since we'll map from existing models

* Fixed some issues with configuration

* Just some modifications on conversion script

* Other modifications

* Fix style

* Improve fixup

* Improve conversion script

* Improve conversion script

* Add GroundingDINOProcessor

* More improvements

* Return token type ids

* something

* Fix more tests

* More improvements

* More cleanup

* More improvements

* Fixed tests, improved modeling and config

* More improvements and fixing tests

* Improved tests and modeling

* Improved tests and added image processor

* Improved tests inference

* More improvements

* More test improvements

* Fixed last test

* Improved docstrings and comments

* Fix style

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Better naming

* Better naming

* Added Copied statement

* Added Copied statement

* Moved param init from GroundingDINOBiMultiHeadAttention

* Better naming

* Fixing clamp style

* Better naming

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/configuration_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/convert_grounding_dino_to_hf.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Improving conversion script

* Improved config

* Improved naming

* Improved naming again

* Improved grouding-dino.md

* Moved grounding dino to multimodal

* Update src/transformers/models/grounding_dino/convert_grounding_dino_to_hf.py

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Fixed docstrings and style

* Fix docstrings

* Remove timm attributes

* Reorder imports

* More improvements

* Add Grounding DINO to pipeline

* Remove model from check_repo

* Added grounded post_process to GroundingDINOProcessor

* Fixed style

* Fixed GroundingDINOTextPrenetConfig docstrings

* Aligned inputs.keys() when both image and text are passed with model_input_names

* Added tests for GroundingDINOImageProcessor and GroundingDINOProcessor

* Testing post_process_grounded_object_detection from GroundingDINOProcessor at test_inference_object_detection_head

* Fixed order

* Marked test with require_torch

* Temporarily changed repo_id

* More improvements

* Fix style

* Final improvements

* Improve annotators

* Fix style

* Add is_torch_available

* Remove type hints

* vocab_tokens as one liner

* Removed print statements

* Renamed GroundingDINOTextPrenetConfig to GroundingDINOTextConfig

* remove unnecessary comments

* Removed unnecessary tests on conversion script

* Renamed GroundingDINO to camel case GroundingDino

* Fixed GroundingDinoProcessor docstrings

* loading MSDA kernels in the modeling file

* Fix copies

* Replace nn.multiheadattention

* Replace nn.multiheadattention

* Fixed inputs for GroundingDinoMultiheadAttention & order of modules

* Fixed processing to avoid messing with inputs

* Added more tips for GroundingDino

* Make style

* Chaning name to align with SAM

* Replace final nn.multiheadattention

* Fix model tests

* Update year, remove GenerationTesterMixin

* Address comments

* Address more comments

* Rename TextPrenet to TextModel

* Rename hidden_states

* Address more comments

* Address more comments

* Address comment

* Address more comments

* Address merge

* Address comment

* Address comment

* Address comment

* Make style

* Added layer norm eps to layer norms

* Address more comments

* More fixes

* Fixed equivalence

* Make fixup

* Remove print statements

* Address comments

* Address comments

* Address comments

* Address comments

* Address comments

* Address comments

* Add comment

* Address comment

* Remove overwriting of test

* Fix bbox_embed

* Improve decoder_bbox_embed_share

* Simplify outputs

* Updated post_process_grounded_object_detection

* Renamed sources to feature_maps

* Improved tests for Grounding Dino ImageProcessor and Processor

* Fixed test requirements and imports

* Fixed image_processing

* Fixed processor tests

* Fixed imports for image processing tests

* Fix copies

* Updated modeling

* Fix style

* Moved functions to correct position

* Fixed copy issues

* Update src/transformers/models/deformable_detr/modeling_deformable_detr.py

Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>

* Keeping consistency custom cuda kernels for MSDA

* Make GroundingDinoProcessor logic clearer

* Updated Grounding DINO checkpoints

* Changed tests to correct structure

* Updated gpu-cpu equivalence test

* fix copies

* Update src/transformers/models/grounding_dino/processing_grounding_dino.py

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

* Update src/transformers/models/grounding_dino/processing_grounding_dino.py

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

* Update src/transformers/models/grounding_dino/modeling_grounding_dino.py

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

* Update src/transformers/models/grounding_dino/configuration_grounding_dino.py

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

* Fixed erros and style

* Fix copies

* Removed inheritance from PreTrainedModel from GroundingDinoTextModel

* Fixed GroundingDinoTextModel

* Fixed type of default backbone config

* Fixed missing methods for GroundingDinoTextModel and Added timm support for GroundingDinoConvEncoder

* Addressed comments

* Addressed batched image processing tests

* Addressed zero shot test comment

* Addressed tip comment

* Removed GroundingDinoTextModel from check_repo

* Removed inplace masking

* Addressed comments

* Addressed comments

* Addressed comments

* Fix copies

* Fixing timm test

* Fixed batching equivalence test

* Update docs/source/en/model_doc/grounding-dino.md

Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>

* Update docs/source/en/model_doc/grounding-dino.md

Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>

* Update docs/source/en/model_doc/grounding-dino.md

Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>

* Addressed more comments

* Added a new comment

* Reduced image size

* Addressed more comments

* Nits

* Nits

* Changed the way text_config is initialized

* Update src/transformers/models/grounding_dino/processing_grounding_dino.py

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

---------

Co-authored-by: Niels <niels.rogge1@gmail.com>
Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Eduardo Pacheco <eduardo.pacheco@limehome.com>
Co-authored-by: Sangbum Daniel Choi <34004152+SangbumChoi@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Tianqi Xu <40522713+dandansamax@users.noreply.github.com>
2024-04-11 08:32:16 +01:00
..
internal v4.39 deprecations 🧼 (#29492) 2024-03-07 10:44:43 +00:00
main_classes [docs] Big model loading (#29920) 2024-04-01 18:47:32 -07:00
model_doc Adding grounding dino (#26087) 2024-04-11 08:32:16 +01:00
tasks Add recurrent gemma (#30143) 2024-04-10 16:59:13 +02:00
_config.py [#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888) 2024-04-08 14:21:16 +01:00
_redirects.yml Extended semantic segmentation to image segmentation (#27039) 2023-11-23 15:58:21 +00:00
_toctree.yml Adding grounding dino (#26087) 2024-04-11 08:32:16 +01:00
accelerate.md Fix typos (#25936) 2023-09-04 11:15:12 +01:00
add_new_model.md [docs] Indent ordered list in add_new_model.md (#29796) 2024-03-26 12:03:39 +00:00
add_new_pipeline.md Fix broken link on page (#28451) 2024-01-11 09:26:13 -08:00
add_tensorflow_model.md [Docs] Make an ordered list prettier in add_tensorflow_model.md (#29949) 2024-04-02 12:37:56 +01:00
attention.md [Docs] Fix broken links and syntax issues (#28918) 2024-02-08 14:13:35 -08:00
autoclass_tutorial.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
benchmarks.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
bertology.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
big_models.md [docs] Big model loading (#29920) 2024-04-01 18:47:32 -07:00
chat_templating.md [docs] Remove broken ChatML format link from chat_templating.md (#29643) 2024-03-13 13:04:51 -07:00
community.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
contributing.md Enable doc in Spanish (#16518) 2022-04-04 10:25:46 -04:00
create_a_model.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
custom_models.md [Docs] Add language identifiers to fenced code blocks (#28955) 2024-02-12 10:48:31 -08:00
custom_tools.md [docs] Remove redundant - and the from custom_tools.md (#29767) 2024-03-21 10:56:40 +00:00
debugging.md [Docs] Fix spelling and grammar mistakes (#28825) 2024-02-02 08:45:00 +01:00
deepspeed.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
fast_tokenizers.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
fsdp.md [docs] Trainer docs (#28145) 2023-12-20 10:37:23 -08:00
generation_strategies.md Add beam search visualizer to the doc (#29876) 2024-03-28 09:54:08 +00:00
glossary.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
hf_quantizer.md [CI] Quantization workflow (#29046) 2024-02-28 10:09:25 -05:00
hpo_train.md Remove-auth-token (#27060) 2023-11-13 14:20:54 +01:00
index.md Adding grounding dino (#26087) 2024-04-11 08:32:16 +01:00
installation.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
llm_tutorial_optimization.md F.scaled_dot_product_attention support (#26572) 2023-12-09 05:38:14 +09:00
llm_tutorial.md Generate: All logits processors are documented and have examples (#27796) 2023-12-07 15:11:35 +00:00
model_memory_anatomy.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
model_sharing.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
model_summary.md model_summary.md - Restore link to Harvard's Annotated Transformer. (#29702) 2024-03-23 18:29:39 -07:00
multilingual.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
notebooks.md Enable doc in Spanish (#16518) 2022-04-04 10:25:46 -04:00
pad_truncation.md [Doc] Spanish translation of pad_truncation.md (#27890) 2023-12-08 10:32:18 -08:00
peft.md [Peft] modules_to_save support for peft integration (#27466) 2023-11-14 10:32:57 +01:00
perf_hardware.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
perf_infer_cpu.md [Docs] Fix spelling and grammar mistakes (#28825) 2024-02-02 08:45:00 +01:00
perf_infer_gpu_one.md Add Flash Attention 2 support to Musicgen and Musicgen Melody (#29939) 2024-04-02 11:23:49 +01:00
perf_torch_compile.md Fix rendering for torch.compile() docs (#25432) 2023-08-10 13:25:00 +02:00
perf_train_cpu_many.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
perf_train_cpu.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
perf_train_gpu_many.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
perf_train_gpu_one.md Fix minor typo: softare => software (#29602) 2024-03-12 10:39:56 +00:00
perf_train_special.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
perf_train_tpu_tf.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 Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
philosophy.md [docs] fixed links with 404 (#27327) 2023-11-06 19:45:03 +00:00
pipeline_tutorial.md [docs] Fix audio file (#30006) 2024-04-03 10:05:15 -07:00
pipeline_webserver.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
pr_checks.md [Docs] Fix spelling and grammar mistakes (#28825) 2024-02-02 08:45:00 +01:00
preprocessing.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
quantization.md [Quantization] Quanto quantizer (#29023) 2024-03-15 11:51:29 -04:00
quicktour.md [#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888) 2024-04-08 14:21:16 +01:00
run_scripts.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
sagemaker.md [docs] fixed links with 404 (#27327) 2023-11-06 19:45:03 +00:00
serialization.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
task_summary.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
tasks_explained.md [docs] Spanish translation of tasks_explained.md (#29224) 2024-02-26 08:18:15 -08:00
testing.md [doc] fix some typos and add xpu to the testing documentation (#29894) 2024-03-28 09:42:49 +00:00
tf_xla.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
tflite.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
tokenizer_summary.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
torchscript.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
trainer.md FEAT / Optim: Add GaLore optimizer (#29588) 2024-03-19 11:40:23 +01:00
training.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
transformers_agents.md [doc] Always call it Agents for consistency (#25958) 2023-09-05 12:27:20 +01:00
troubleshooting.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00