[docs] Redesign (#31757)

* 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>

utils/not_doctested.txt

@@ -5,11 +5,8 @@ docs/source/en/add_new_pipeline.md
 docs/source/en/agents.md
 docs/source/en/agents.md
 docs/source/en/attention.md
-docs/source/en/bertology.md
-docs/source/en/big_models.md
 docs/source/en/community.md
 docs/source/en/contributing.md
-docs/source/en/create_a_model.md
 docs/source/en/custom_models.md
 docs/source/en/debugging.md
 docs/source/en/fast_tokenizers.md
@@ -273,7 +270,6 @@ docs/source/en/model_doc/yoso.md
 docs/source/en/model_memory_anatomy.md
 docs/source/en/model_sharing.md
 docs/source/en/model_summary.md
-docs/source/en/multilingual.md
 docs/source/en/notebooks.md
 docs/source/en/pad_truncation.md
 docs/source/en/peft.md
@@ -287,14 +283,11 @@ docs/source/en/perf_train_gpu_many.md
 docs/source/en/perf_train_gpu_one.md
 docs/source/en/perf_train_special.md
 docs/source/en/perf_train_tpu_tf.md
-docs/source/en/performance.md
 docs/source/en/perplexity.md
 docs/source/en/philosophy.md
 docs/source/en/pipeline_webserver.md
 docs/source/en/pr_checks.md
-docs/source/en/preprocessing.md
 docs/source/en/run_scripts.md
-docs/source/en/sagemaker.md
 docs/source/en/serialization.md
 docs/source/en/tasks/asr.md
 docs/source/en/tasks/audio_classification.md