Jonathan Mamou e27465c801 Adaptive dynamic number of speculative tokens (#34156) ...

* initial commit

* update strategy

* add tradeoff FPR TPR with cost

* all probs

* fix

* fix

* fix style

* Update src/transformers/generation/configuration_utils.py

shorter docstring

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* import guard

* fix style

* add is_sklearn_available condition

* vectorizing to flatten the for-loop

* fix style

* disable adaptation for UAG

* update doc

* add TestAssistedCandidateGeneratorUpdateStrategy

* fix style

* protect import

* fix style

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

2024-12-05 17:07:33 +01:00

..

internal

Automatic compilation in generate: do not rely on inner function (#34923)

2024-12-03 11:20:31 +01:00

main_classes

VLM: special multimodal Tokenizer (#34461)

2024-11-04 16:37:51 +01:00

model_doc

Add I-JEPA (#33125)

2024-12-05 16:14:46 +01:00

quantization

[docs] Increase visibility of torch_dtype="auto" (#35067)

2024-12-04 09:18:44 -08:00

tasks

[docs] fix example code bug (#35054)

2024-12-03 09:18:39 -08:00

_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 I-JEPA (#33125)

2024-12-05 16:14:46 +01:00

accelerate.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

add_new_model.md

Model addition timeline (#33762)

2024-09-27 17:15:13 +02:00

add_new_pipeline.md

add push_to_hub to pipeline (#29172)

2024-04-16 15:34:04 +01:00

agents_advanced.md

Multiple typo fixes in Tutorials docs (#35035)

2024-12-02 15:26:34 +00:00

agents.md

Multiple typo fixes in Tutorials docs (#35035)

2024-12-02 15:26:34 +00:00

attention.md

[Docs] Fix broken links and syntax issues (#28918)

2024-02-08 14:13:35 -08:00

autoclass_tutorial.md

[docs] Increase visibility of torch_dtype="auto" (#35067)

2024-12-04 09:18:44 -08:00

benchmarks.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

bertology.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

big_models.md

[docs] Big model loading (#29920)

2024-04-01 18:47:32 -07:00

chat_templating.md

Add a doc section on writing generation prompts (#34248)

2024-10-21 14:35:57 +01:00

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] change temperature to a positive value (#32077)

2024-07-23 17:47:51 +01:00

create_a_model.md

Enable HF pretrained backbones (#31145)

2024-06-06 22:02:38 +01:00

custom_models.md

Updated the custom_models.md changed cross_entropy code (#33118)

2024-08-26 13:15:43 +02:00

debugging.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

deepspeed.md

Fix typos (#31819)

2024-07-08 11:52:47 +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

Adaptive dynamic number of speculative tokens (#34156)

2024-12-05 17:07:33 +01:00

gguf.md

Add Nemotron GGUF Loading Support (#34725)

2024-11-21 11:37:34 +01:00

glossary.md

Fix typos (#31819)

2024-07-08 11:52:47 +01:00

how_to_hack_models.md

[Docs] Add Developer Guide: How to Hack Any Transformers Model (#33979)

2024-10-07 10:08:20 +02:00

hpo_train.md

Trainer - deprecate tokenizer for processing_class (#32385)

2024-10-02 14:08:46 +01:00

index.md

Add I-JEPA (#33125)

2024-12-05 16:14:46 +01:00

installation.md

docs: HUGGINGFACE_HUB_CACHE -> HF_HUB_CACHE (#34904)

2024-11-26 09:37:18 -08:00

kv_cache.md

[docs] add a comment that offloading requires CUDA GPU (#35055)

2024-12-04 07:48:34 -08:00

llm_optims.md

[docs] Increase visibility of torch_dtype="auto" (#35067)

2024-12-04 09:18:44 -08:00

llm_tutorial_optimization.md

[docs] add explanation to release_memory() (#34911)

2024-11-27 07:47:28 -08:00

llm_tutorial.md

Fix: typo (#33880)

2024-10-02 09:12:21 +01:00

model_memory_anatomy.md

Enable BNB multi-backend support (#31098)

2024-09-24 03:40:56 -06:00

model_sharing.md

[docs] update not-working model revision (#34682)

2024-11-11 07:09:31 -08:00

model_summary.md

model_summary.md - Restore link to Harvard's Annotated Transformer. (#29702)

2024-03-23 18:29:39 -07:00

modular_transformers.md

Improve modular converter (#33991)

2024-10-08 14:53:58 +02:00

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

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

peft.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

perf_hardware.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

perf_infer_cpu.md

[docs] Increase visibility of torch_dtype="auto" (#35067)

2024-12-04 09:18:44 -08:00

perf_infer_gpu_multi.md

Simplify Tensor Parallel implementation with PyTorch TP (#34184)

2024-11-18 19:51:49 +01:00

perf_infer_gpu_one.md

Add I-JEPA (#33125)

2024-12-05 16:14:46 +01:00

perf_torch_compile.md

[docs] use device-agnostic instead of cuda (#35047)

2024-12-03 10:53:45 -08:00

perf_train_cpu_many.md

[doc] use full path for run_qa.py (#34914)

2024-11-26 09:23:44 -08:00

perf_train_cpu.md

[doc] use full path for run_qa.py (#34914)

2024-11-26 09:23:44 -08:00

perf_train_gpu_many.md

Multiple typo fixes in Tutorials docs (#35035)

2024-12-02 15:26:34 +00:00

perf_train_gpu_one.md

Corrected max number for bf16 in transformer/docs (#33658)

2024-09-25 19:20:51 +02:00

perf_train_special.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

perf_train_tpu_tf.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

performance.md

Simplify Tensor Parallel implementation with PyTorch TP (#34184)

2024-11-18 19:51:49 +01:00

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_tutorial.md

[docs] Increase visibility of torch_dtype="auto" (#35067)

2024-12-04 09:18:44 -08:00

pipeline_webserver.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

pr_checks.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

preprocessing.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

quicktour.md

[docs] Increase visibility of torch_dtype="auto" (#35067)

2024-12-04 09:18:44 -08:00

run_scripts.md

[docs] refine the doc for train with a script (#33423)

2024-09-12 10:16:12 -07:00

sagemaker.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

serialization.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

task_summary.md

More fixes for doctest (#30265)

2024-04-16 11:58:55 +02:00

tasks_explained.md

fix: Wrong task mentioned in docs (#34757)

2024-11-18 18:42:28 +00:00

testing.md

[tests] add XPU part to testing (#34778)

2024-11-18 09:59:11 -08:00

tf_xla.md

fix(docs): Fixed a link in docs (#32274)

2024-07-29 10:50:43 +01:00

tflite.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00

tiktoken.md

Updated documentation and added conversion utility (#34319)

2024-11-25 18:44:09 +01:00

tokenizer_summary.md

[docs] Spanish translation of tokenizer_summary.md (#31154)

2024-06-03 16:52:23 -07:00

torchscript.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

trainer.md

Fix callback key name (#34762)

2024-11-18 18:41:12 +00:00

training.md

[docs] Increase visibility of torch_dtype="auto" (#35067)

2024-12-04 09:18:44 -08:00

troubleshooting.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00