transformers/docs/source/en
sushmanth reddy 65e940208c
Samhq model addition (#35147)
* added the configuartion for sam_hq

* added the modeelling for sam_hq

* added the sam hq mask decoder with hq features

* added the code for the samhq

* added the code for the samhq

* added the code for the samhq

* Delete src/transformers/models/sam_hq/modelling_sam_hq.py

* added the code for the samhq

* added the code for the samhq

* added the chnages for the modeelling

* added the code for sam hq for image processing

* added code for the sam hq model

* added the required changes

* added the changes

* added the key mappings for the sam hq

* adding the working code of samhq

* added the required files

* adding the pt object

* added the push to hub account

* added the args for the sam maks  decoder

* added the args for the sam hq vision config

* aded the some more documentation

* removed the unecessary spaces

* all required chnages

* removed the image processor

* added the required file

* added the changes for the checkcopies

* added the code for modular file

* added the changes for the __init file

* added the code for the interm embeds

* added the code for sam hq

* added the changes for modular file

* added the test file

* added the changes required

* added the changes required

* added the code for the

* added the cl errors

* added the changes

* added the required changes

* added the some code

* added the code for the removing image processor

* added the test dimensins

* added the code for the removing extra used variables

* added the code for modeluar file hf_mlp for a better name

* removed abbrevaation in core functionality

* removed abbrevaation in core functionality

* .contiguous() method is often used to ensure that the tensor is stored in a contiguous block of memory

* added the code which is after make fixup

* added some test for the intermediate embeddings test

* added the code for the torch support in sam hq

* added the code for the updated modular file

* added the changes for documentations as mentioned

* removed the heading

* add the changes for the code

* first mentioned issue resolved

* added the changes code to processor

* added the easy loading to init file

* added the changes to code

* added the code to changes

* added the code to work

* added the code for sam hq

* added the code for sam hq

* added the code for the point pad value

* added the small test for the image embeddings and intermediate embedding

* added the code

* added the code

* added the code for the tests

* added the code

* added ythe code for the processor file

* added the code

* added the code

* added the code

* added the code

* added the code

* added the code for tests and some checks

* added some code

* added the code

* added the code

* added some code

* added some code

* added the changes for required

* added the code

* added the code

* added the code

* added the code

* added the code

* added the code

* added the code

* added the code

* added the code

* added the code

* added some changes

* added some changes

* removed spaces and quality checks

* added some code

* added some code

* added some code

* added code quality checks

* added the checks for quality checks

* addded some code which fixes test_inference_mask_generation_no_point

* added code for the test_inference_mask_generation_one_point_one_bb

* added code for the test_inference_mask_generation_one_point_one_bb_zero

* added code for the test_inference_mask_generation_one_box

* added some code in modelling for testing

* added some code which sort maks with high score

* added some code

* added some code

* added some code for the move KEYS_TO_MODIFY_MAPPING

* added some code for the  unsqueeze removal

* added some code for the  unsqueeze removal

* added some code

* added some code

* add some code

* added some code

* added some code

* added some testign values changed

* added changes to code in sam hq for readbility purpose

* added pre commit checks

* added the fix samvisionmodel for compatibilty

* added the changes made on sam by cyyever

* fixed the tests for samhq

* added some the code

* added some code related to init file issue during merge conflicts

* remobved the merge conflicts

* added changes mentioned by aruther and mobap

* added changes mentioned by aruther and mobap

* solving quality checks

* added the changes for input clearly

* added the changes

* added changes in mask generation file rgearding model inputs and  sam hq quargs  in processor file

* added changes in processor file

* added the  Setup -> setupclass conversion

* added the code mentioned for processor

* added changes for the code

* added some code

* added some code

* added some code

---------

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>
2025-04-28 19:07:09 +02:00
..
internal Introduce GradientCheckpointingLayer (#37223) 2025-04-22 11:33:31 +01:00
main_classes Add Bitnet model (#37742) 2025-04-28 15:08:46 +02:00
model_doc Samhq model addition (#35147) 2025-04-28 19:07:09 +02:00
quantization Fix auto-round hfoption (#37759) 2025-04-24 18:19:38 +02:00
tasks Process inputs directly in apply_chat_template in image-text-to-text pipeline (#35616) 2025-04-23 13:31:33 -04:00
_config.py Add optimized PixtralImageProcessorFast (#34836) 2024-11-28 16:04:05 +01:00
_redirects.yml Docs / Quantization: Redirect deleted page (#31063) 2024-05-28 18:29:22 +02:00
_toctree.yml Samhq model addition (#35147) 2025-04-28 19:07:09 +02:00
accelerate.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
add_new_model.md Add support for fast image processors in add-new-model-like CLI (#36313) 2025-03-13 14:16:37 -04:00
add_new_pipeline.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
agents.md [agents] remove agents 🧹 (#37368) 2025-04-11 18:42:37 +01:00
attention_interface.md Fix AttentionInterface following feedback (#37010) 2025-03-28 18:00:35 +01:00
attention.md [Docs] Fix broken links and syntax issues (#28918) 2024-02-08 14:13:35 -08:00
backbones.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
cache_explanation.md Fix typos (#36910) 2025-03-24 14:08:29 +00:00
chat_extras.md Update chat_extras.md with content correction (#36599) 2025-03-07 13:09:02 +00:00
chat_templating_multimodal.md [chat-template] Unify tests and clean up 🧼 (#37275) 2025-04-10 14:42:32 +02:00
chat_templating_writing.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
chat_templating.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
community.md Fixed Majority of the Typos in transformers[en] Documentation (#33350) 2024-09-09 10:47:24 +02:00
contributing.md Enable doc in Spanish (#16518) 2022-04-04 10:25:46 -04:00
conversations.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
custom_models.md Fix typos (#36910) 2025-03-24 14:08:29 +00:00
debugging.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
deepspeed.md chore: Fix typos in docs and examples (#36524) 2025-03-04 13:47:41 +00:00
executorch.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
fast_tokenizers.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
feature_extractors.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
fsdp.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
generation_features.md chore: Fix typos in docs and examples (#36524) 2025-03-04 13:47:41 +00:00
generation_strategies.md Fixing the example in generation strategy doc (#37598) 2025-04-18 12:50:17 -07:00
gguf.md Fix gguf docs (#36601) 2025-03-11 15:29:14 +01:00
glossary.md Fix typos (#31819) 2024-07-08 11:52:47 +01:00
gpu_selection.md Fix typos (#36910) 2025-03-24 14:08:29 +00:00
how_to_hack_models.md fix typos in the docs directory (#36639) 2025-03-11 09:41:41 -07:00
hpo_train.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
image_processors.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
index.md Adding Qwen3 and Qwen3MoE (#36878) 2025-03-31 09:50:49 +02:00
installation.md byebye torch 2.0 (#37277) 2025-04-07 15:19:47 +02:00
kv_cache.md fix link in kv_cache.md (#37652) 2025-04-21 09:01:11 -07:00
llm_optims.md [CI] green llama tests (#37244) 2025-04-03 14:15:53 +01:00
llm_tutorial_optimization.md fix typos in the docs directory (#36639) 2025-03-11 09:41:41 -07:00
llm_tutorial.md chore: Fix typos in docs and examples (#36524) 2025-03-04 13:47:41 +00:00
model_memory_anatomy.md Enable BNB multi-backend support (#31098) 2024-09-24 03:40:56 -06:00
model_sharing.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
model_summary.md model_summary.md - Restore link to Harvard's Annotated Transformer. (#29702) 2024-03-23 18:29:39 -07:00
models.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
modular_transformers.md Support custom dosctrings in modular (#36726) 2025-03-18 14:00:54 -04:00
notebooks.md Enable doc in Spanish (#16518) 2022-04-04 10:25:46 -04:00
optimizers.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
pad_truncation.md Fixed Majority of the Typos in transformers[en] Documentation (#33350) 2024-09-09 10:47:24 +02:00
peft.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perf_hardware.md chore: Fix typos in docs and examples (#36524) 2025-03-04 13:47:41 +00:00
perf_infer_cpu.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perf_infer_gpu_multi.md enable tp on CPU (#36299) 2025-03-31 10:55:47 +02:00
perf_infer_gpu_one.md Add InternVL (2.5 MPO) (#35968) 2025-04-18 18:57:33 +02:00
perf_torch_compile.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perf_train_cpu_many.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perf_train_cpu.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perf_train_gpu_many.md docs: fix typo (#37567) 2025-04-17 14:54:44 +01:00
perf_train_gpu_one.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perf_train_special.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perf_train_tpu_tf.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
perplexity.md [docs] use device-agnostic API instead of cuda (#34913) 2024-11-26 09:23:34 -08:00
philosophy.md [docs] fixed links with 404 (#27327) 2023-11-06 19:45:03 +00:00
pipeline_gradio.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
pipeline_tutorial.md chore: Fix typos in docs and examples (#36524) 2025-03-04 13:47:41 +00:00
pipeline_webserver.md fix and enhance pipeline_webserver.md (#36992) 2025-04-15 08:35:05 -07:00
pr_checks.md Fixed Majority of the Typos in transformers[en] Documentation (#33350) 2024-09-09 10:47:24 +02:00
processors.md [docs] Fix image link (#36869) 2025-03-25 11:34:21 -07:00
quicktour.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
run_scripts.md Remove research projects (#36645) 2025-03-11 13:47:38 +00:00
serialization.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
serving.md [docs] Serving LLMs (#36522) 2025-03-10 13:14:19 -07:00
task_summary.md [doctest] Fixes (#35863) 2025-01-26 15:26:38 -08:00
tasks_explained.md fix: Wrong task mentioned in docs (#34757) 2024-11-18 18:42:28 +00:00
testing.md chore: Fix typos in docs and examples (#36524) 2025-03-04 13:47:41 +00:00
tf_xla.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
tflite.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
tokenizer_summary.md [docs] Spanish translation of tokenizer_summary.md (#31154) 2024-06-03 16:52:23 -07:00
tools.md [agents] remove agents 🧹 (#37368) 2025-04-11 18:42:37 +01:00
torchscript.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
trainer.md (Part 2) feat: allow for tp_size attr for tplizing the model (#37054) 2025-04-10 17:44:09 +02:00
training.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
troubleshooting.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00