RhuiDih 9cf4f2aa9a Enhancing SFT Training Efficiency Using Packing and FlashAttention2 with Position IDs (#31629) ...

* add DataCollatorBatchFlattening

* Update data_collator.py

* change name

* new FA2 flow if position_ids is provided

* add comments

* minor fix

* minor fix data collator

* add test cases for models

* add test case for data collator

* remove extra code

* formating for ruff check and check_repo.py

* ruff format

ruff format tests src utils

* custom_init_isort.py

2024-07-23 15:56:41 +02:00

..

internal

[whisper] static kv cache (#31166)

2024-07-02 13:24:15 +01:00

main_classes

Enhancing SFT Training Efficiency Using Packing and FlashAttention2 with Position IDs (#31629)

2024-07-23 15:56:41 +02:00

model_doc

LLaVaNeXT: pad on right if training (#32134)

2024-07-23 10:23:55 +05:00

quantization

Add new quant method (#32047)

2024-07-22 20:21:59 +02:00

tasks

Add image-text-to-text task guide (#31777)

2024-07-19 13:40:40 +01:00

_config.py

[#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888)

2024-04-08 14:21:16 +01:00

_redirects.yml

Docs / Quantization: Redirect deleted page (#31063)

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

_toctree.yml

Add new quant method (#32047)

2024-07-22 20:21:59 +02:00

accelerate.md

Fix typos (#25936)

2023-09-04 11:15:12 +01:00

add_new_model.md

Remove add-new-model in favor of add-new-model-like (#30424)

2024-04-24 09:38:18 +02:00

add_new_pipeline.md

add push_to_hub to pipeline (#29172)

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

agents.md

Adds final answer tool for all agents (#31703)

2024-07-03 11:36:09 +02:00

attention.md

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

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

autoclass_tutorial.md

Update all references to canonical models (#29001)

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

benchmarks.md

Update all references to canonical models (#29001)

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

bertology.md

Migrate doc files to Markdown. (#24376)

2023-06-20 18:07:47 -04:00

big_models.md

[docs] Big model loading (#29920)

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

chat_templating.md

Repeating an important warning in the chat template docs (#31796)

2024-07-05 15:30:24 +01:00

community.md

Update all references to canonical models (#29001)

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

contributing.md

Enable doc in Spanish (#16518)

2022-04-04 10:25:46 -04:00

conversations.md

Add sidebar tutorial for chat models (#30401)

2024-04-25 19:38:48 +01:00

create_a_model.md

Enable HF pretrained backbones (#31145)

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

custom_models.md

[Docs] Add language identifiers to fenced code blocks (#28955)

2024-02-12 10:48:31 -08:00

debugging.md

[Docs] Fix spelling and grammar mistakes (#28825)

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

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

Generate: Add new decoding strategy "DoLa" in .generate() (#29619)

2024-07-09 17:37:38 +01:00

gguf.md

Add Qwen2 GGUF loading support (#31175)

2024-06-03 14:55:10 +01:00

glossary.md

Fix typos (#31819)

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

hpo_train.md

Remove-auth-token (#27060)

2023-11-13 14:20:54 +01:00

index.md

Chameleon: add model (#31534)

2024-07-17 10:41:43 +05:00

installation.md

Use HF_HUB_OFFLINE + fix has_file in offline mode (#31016)

2024-05-29 11:55:43 +01:00

llm_optims.md

Add torch.compile for Mistral (#30642)

2024-05-20 16:27:24 +02:00

llm_tutorial_optimization.md

Fix typos (#31819)

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

llm_tutorial.md

Generate: update links on LLM tutorial doc (#30550)

2024-04-30 18:14:12 +01:00

model_memory_anatomy.md

🚨🚨🚨Deprecate evaluation_strategy to eval_strategy🚨🚨🚨 (#30190)

2024-04-18 12:49:43 -04:00

model_sharing.md

Update all references to canonical models (#29001)

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

model_summary.md

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

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

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

[Doc] Spanish translation of pad_truncation.md (#27890)

2023-12-08 10:32:18 -08:00

peft.md

Docs / Quantization: Replace all occurences of load_in_8bit with bnb config (#31136)

2024-05-30 16:47:35 +02:00

perf_hardware.md

Fix typos (#31819)

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

perf_infer_cpu.md

[Docs] Fix spelling and grammar mistakes (#28825)

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

perf_infer_gpu_one.md

Add sdpa and FA2 for CLIP (#31940)

2024-07-18 10:30:37 +05:30

perf_torch_compile.md

docs: fix style (#31340)

2024-06-10 09:53:25 +01:00

perf_train_cpu_many.md

Update all references to canonical models (#29001)

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

perf_train_cpu.md

Update all references to canonical models (#29001)

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

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

Add torch_empty_cache_steps to TrainingArguments (#31546)

2024-07-04 13:20:49 -04:00

perf_train_special.md

Update all references to canonical models (#29001)

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

perf_train_tpu_tf.md

Migrate doc files to Markdown. (#24376)

2023-06-20 18:07:47 -04:00

performance.md

[docs] Update CPU/GPU inference docs (#26881)

2023-10-31 09:44:51 -07:00

perplexity.md

Update all references to canonical models (#29001)

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

philosophy.md

[docs] fixed links with 404 (#27327)

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

pipeline_tutorial.md

Allow FP16 or other precision inference for Pipelines (#31342)

2024-07-05 17:21:50 +01:00

pipeline_webserver.md

Update all references to canonical models (#29001)

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

pr_checks.md

[Docs] Fix spelling and grammar mistakes (#28825)

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

preprocessing.md

chore: remove duplicate words (#31853)

2024-07-09 10:38:29 +01:00

quicktour.md

docs: fix broken link (#31370)

2024-06-12 11:33:00 +01:00

run_scripts.md

Fix broken link to Transformers notebooks (#30512)

2024-04-29 10:57:51 +01:00

sagemaker.md

[docs] fixed links with 404 (#27327)

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

serialization.md

Update all references to canonical models (#29001)

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

task_summary.md

More fixes for doctest (#30265)

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

tasks_explained.md

[docs] Spanish translation of tasks_explained.md (#29224)

2024-02-26 08:18:15 -08:00

testing.md

chore: remove duplicate words (#31853)

2024-07-09 10:38:29 +01:00

tf_xla.md

Update all references to canonical models (#29001)

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

tflite.md

Update all references to canonical models (#29001)

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

tokenizer_summary.md

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

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

torchscript.md

Update all references to canonical models (#29001)

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

trainer.md

FEAT / Trainer: LOMO optimizer support (#30178)

2024-05-21 10:16:37 +02:00

training.md

Added the necessay import of module (#30804)

2024-05-14 18:45:06 +01:00

troubleshooting.md

Update all references to canonical models (#29001)

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