Arthur 54739a320e Self-speculation (Layer-Skip Llama) (#34240) ...

* 😅

* early exit (#34244)

* mvp

* docs and tests

* a few fixes

* no shared cache

* Apply suggestions from code review

Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>

* docs

* make fix-copies

* cohere fix

* [test all]

* [test all] consistent model code copies

* [test all] make fix-copies :D

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>

* Update src/transformers/generation/candidate_generator.py

* Update src/transformers/generation/configuration_utils.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* [test all] don't use a stand-alone attribute; fix test

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

2024-11-19 12:20:07 +00:00

..

internal

SynthID: better example (#34372)

2024-10-25 11:46:46 +01:00

main_classes

VLM: special multimodal Tokenizer (#34461)

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

model_doc

VLMs: patch_size -> num_image_tokens in processing (#33424)

2024-11-18 13:21:07 +01:00

quantization

[docs] add XPU besides CUDA, MPS etc. (#34777)

2024-11-18 09:58:50 -08:00

tasks

Fix broken link (#34618)

2024-11-18 14:13:26 +01:00

_config.py

[Doc]: Broken link in Kubernetes doc (#33879)

2024-10-04 11:20:56 +02:00

_redirects.yml

Docs / Quantization: Redirect deleted page (#31063)

2024-05-28 18:29:22 +02:00

_toctree.yml

Simplify Tensor Parallel implementation with PyTorch TP (#34184)

2024-11-18 19:51:49 +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

Agents: turn any Space into a Tool with Tool.from_space() (#34561)

2024-11-10 12:22:40 +01:00

agents.md

Fix method name which changes in tutorial (#34252)

2024-10-21 14:21:52 -03:00

attention.md

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

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

autoclass_tutorial.md

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

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

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

Self-speculation (Layer-Skip Llama) (#34240)

2024-11-19 12:20:07 +00:00

gguf.md

Add GGUF for Mamba (#34200)

2024-10-30 16:52:17 +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 OLMo November 2024 (#34551)

2024-11-18 10:43:10 +01:00

installation.md

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

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

kv_cache.md

Cache: don't show warning in forward passes when past_key_values is None (#33541)

2024-09-19 12:02:46 +01:00

llm_optims.md

Remove graph breaks for torch.compile() in flash_attention_forward when Lllama Model is padding free tuned (#33932)

2024-10-24 11:02:54 +02:00

llm_tutorial_optimization.md

Enable BNB multi-backend support (#31098)

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

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] Fix spelling and grammar mistakes (#28825)

2024-02-02 08:45:00 +01:00

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 OLMo November 2024 (#34551)

2024-11-18 10:43:10 +01:00

perf_torch_compile.md

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

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

perf_train_cpu_many.md

update doc (#34478)

2024-10-31 15:59:23 -07:00

perf_train_cpu.md

update doc (#34478)

2024-10-31 15:59:23 -07:00

perf_train_gpu_many.md

Update perf_train_gpu_many.md (#31451)

2024-06-18 11:00:26 -07:00

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

Fix perplexity computation in perplexity.md (#34387)

2024-10-29 11:10:10 +01:00

philosophy.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

pipeline_tutorial.md

Docs: Fixed whisper-large-v2 model link in docs (#32871)

2024-08-19 09:50:35 -07:00

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] fix typo (#34235)

2024-10-22 09:46:07 -07:00

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

Support reading tiktoken tokenizer.model file (#31656)

2024-09-06 14:24:02 +02:00

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] make empty_cache device-agnostic (#34774)

2024-11-18 09:58:26 -08:00

troubleshooting.md

Update all references to canonical models (#29001)

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