Lysandre Debut e8f90b5397 Split transformers chat and transformers serve (#38443) ...

* Next token

* Split chat and serve

* Support both generation methods

* Style

* Generation Config

* temp

* temp

* Finalize serving.py

Co-authored-by: =?UTF-8?q?c=C3=A9lina?= <hanouticelina@gmail.com>

* Finalize chat.py

* Update src/transformers/commands/serving.py

Co-authored-by: célina <hanouticelina@gmail.com>

* Lucain's comments

Co-authored-by: Lucain <lucain@huggingface.co>

* Update

* Last comments on PR

* Better error handling

* Better error handling

* CI errors

* CI errors

* Add tests

* Fix tests

* Fix tests

* [chat] Split chat/serve (built on top of lysandre's PR) (#39031)

* Next token

* Split chat and serve

* Support both generation methods

* Style

* Generation Config

* temp

* temp

* Finalize serving.py

Co-authored-by: =?UTF-8?q?c=C3=A9lina?= <hanouticelina@gmail.com>

* Finalize chat.py

* Update src/transformers/commands/serving.py

Co-authored-by: célina <hanouticelina@gmail.com>

* Lucain's comments

Co-authored-by: Lucain <lucain@huggingface.co>

* Update

* Last comments on PR

* Better error handling

* Better error handling

* CI errors

* CI errors

* Add tests

* Fix tests

* Fix tests

* streaming tool call

* abstract tool state; set tool start as eos

* todos

* server working on models without tools

* rm chat's deprecated flags

* chat defaults

* kv cache persists across calls

* add server docs

* link

* Update src/transformers/commands/serving.py

* Apply suggestions from code review

* i love merge conflicts

* solve multi turn with tiny-agents

* On the fly switching of the models

* Remove required positional arg

---------

Co-authored-by: Lysandre <hi@lysand.re>
Co-authored-by: =?UTF-8?q?c=C3=A9lina?= <hanouticelina@gmail.com>
Co-authored-by: Lucain <lucain@huggingface.co>

* Protect names

* Fix tests

---------

Co-authored-by: =?UTF-8?q?c=C3=A9lina?= <hanouticelina@gmail.com>
Co-authored-by: Lucain <lucain@huggingface.co>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

2025-06-30 15:10:53 +02:00

..

internal

Remove all traces of low_cpu_mem_usage (#38792)

2025-06-12 16:39:33 +02:00

main_classes

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

model_doc

docs: Gemma 3n audio encoder (#39087)

2025-06-30 14:10:51 +02:00

quantization

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

reference

Enhance Model Loading By Providing Parallelism, Uses Optional Env Flag (#36835)

2025-05-23 16:39:47 +00:00

tasks

No more Tuple, List, Dict (#38797)

2025-06-17 19:37:18 +01:00

_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

✨ Add EoMT Model || 🚨 Fix Mask2Former loss calculation (#37610)

2025-06-27 14:18:18 +02:00

accelerate.md

change fsdp_strategy to fsdp in TrainingArguments in accelerate doc (#38807)

2025-06-13 15:32:40 +00:00

accelerator_selection.md

[docs] add xpu environment variable for gpu selection (#38194)

2025-05-30 16:05:07 +00:00

add_new_model.md

[docs] Model contribution (#38995)

2025-06-26 12:25:14 -07:00

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

No more Tuple, List, Dict (#38797)

2025-06-17 19:37:18 +01:00

auto_docstring.md

[docs] @auto_docstring (#39011)

2025-06-26 14:21:54 -07:00

backbones.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

cache_explanation.md

[docs] Format fix (#38414)

2025-06-03 09:53:23 -07:00

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

…

conversations.md

Split transformers chat and transformers serve (#38443)

2025-06-30 15:10:53 +02:00

custom_models.md

No more Tuple, List, Dict (#38797)

2025-06-17 19:37:18 +01:00

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

Fix custom generate from local directory (#38916)

2025-06-20 17:36:57 +01:00

gguf.md

Fix gguf docs (#36601)

2025-03-11 15:29:14 +01:00

glossary.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

how_to_hack_models.md

[doc] fix bugs in how_to_hack_models.md (#38198)

2025-05-19 10:37:54 -07:00

hpo_train.md

[Nit] Add Note on SigOpt being in Public Archive Mode (#38610)

2025-06-05 14:07:23 -07:00

image_processors.md

🔴 Video processors as a separate class (#35206)

2025-05-12 11:55:51 +02:00

index.md

[docs] Update docs moved to the course (#38800)

2025-06-13 12:02:27 -07:00

installation.md

byebye torch 2.0 (#37277)

2025-04-07 15:19:47 +02:00

kv_cache.md

[docs] update cache docs with new info (#38775)

2025-06-13 07:10:56 +00:00

llm_optims.md

[CI] green llama tests (#37244)

2025-04-03 14:15:53 +01:00

llm_tutorial_optimization.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

llm_tutorial.md

No more Tuple, List, Dict (#38797)

2025-06-17 19:37:18 +01:00

model_memory_anatomy.md

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

model_sharing.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

models.md

Fix grammatical error in models documentation (#39019)

2025-06-25 14:55:22 +00:00

modular_transformers.md

[docs] @auto_docstring (#39011)

2025-06-26 14:21:54 -07:00

notebooks.md

…

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

remove ipex_optimize_model usage (#38632)

2025-06-06 20:04:44 +02:00

perf_infer_gpu_multi.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

perf_infer_gpu_one.md

Small typo lines 47 and 199 perf_infer_gpu_one.md (#37938)

2025-05-06 14:32:55 +01:00

perf_torch_compile.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_train_cpu_many.md

remove ipex_optimize_model usage (#38632)

2025-06-06 20:04:44 +02:00

perf_train_cpu.md

remove ipex_optimize_model usage (#38632)

2025-06-06 20:04:44 +02:00

perf_train_gaudi.md

Add Intel Gaudi doc (#37855)

2025-04-29 13:28:06 -07:00

perf_train_gpu_many.md

[docs] Tensor parallelism (#38241)

2025-06-26 14:40:45 -07:00

perf_train_gpu_one.md

[docs] Typos - Single GPU efficient training features (#38964)

2025-06-23 12:33:10 -07:00

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] add Audio import (#38195)

2025-05-19 13:16:35 +00:00

quicktour.md

Add Hugging Face authentication procedure for IDEs (PyCharm, VS Code,… (#38954)

2025-06-24 11:48:15 -07:00

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

fix docs serving typos. (#37936)

2025-05-06 14:32:44 +01:00

testing.md

[tests] remove TF tests (uses of require_tf) (#38944)

2025-06-25 17:29:10 +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

Use HF papers (#38184)

2025-06-13 11:07:09 +00:00

tools.md

[agents] remove agents 🧹 (#37368)

2025-04-11 18:42:37 +01:00

torchscript.md

Fix wording in torchscript.md (#38004)

2025-05-08 16:47:45 +01:00

trainer.md

feat: add flexible Liger Kernel configuration to TrainingArguments (#38911)

2025-06-19 15:54:08 +00:00

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

video_processors.md

🔴 Video processors as a separate class (#35206)

2025-05-12 11:55:51 +02:00