Karel Vesely 1a81d774b1 Add dithering to the Speech2TextFeatureExtractor API. (#34638) ...

* Add dithering to the `Speech2TextFeatureExtractor` API.

- in kaldi : 4a8b7f6732/src/feat/feature-window.cc (L145)
- with dithering without a seed, the features become non-deterministic due
  to small Gaussian noise added to the audio (i.e. 2 runs lead to little
  different outputs)

* update the PR

- add dithering also for WhisperFeatureExtractor
- not adding to Wav2Vec2FeatureExtractor (no FBANK computation)

* add unit-tests for dithering, fix docstrings

* ruff

* utils/check_copies.py --fix_and_overwrite

* update code, add seed to unit-test

* adding explanation of dithering

2025-02-19 11:50:02 +01:00

..

agents

use torch.testing.assertclose instead to get more details about error in cis (#35659)

2025-01-24 16:55:28 +01:00

bettertransformer

use torch.testing.assertclose instead to get more details about error in cis (#35659)

2025-01-24 16:55:28 +01:00

deepspeed

DeepSpeed github repo move sync (#36021)

2025-02-05 08:19:31 -08:00

extended

[tests] skip tests for xpu (#33553)

2024-09-19 19:28:04 +01:00

fixtures

Implementation of SuperPoint and AutoModelForKeypointDetection (#28966)

2024-03-19 14:43:02 +00:00

fsdp

[tests] make cuda-only tests device-agnostic (#35607)

2025-01-13 14:48:39 +01:00

generation

Remove flakiness in VLMs (#36242)

2025-02-18 11:41:07 +01:00

models

Add dithering to the Speech2TextFeatureExtractor API. (#34638)

2025-02-19 11:50:02 +01:00

optimization

Support constant lr with cooldown (#35453)

2025-02-10 13:21:55 +01:00

peft_integration

use torch.testing.assertclose instead to get more details about error in cis (#35659)

2025-01-24 16:55:28 +01:00

pipelines

Add support for post-processing kwargs in image-text-to-text pipeline (#35374)

2025-02-18 17:43:36 -05:00

quantization

Fix TorchAoConfig not JSON serializable (#36206)

2025-02-18 11:05:42 +01:00

repo_utils

[Modular] skip modular checks based on diff (#36130)

2025-02-13 12:53:21 +00:00

sagemaker

Trainer - deprecate tokenizer for processing_class (#32385)

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

tokenization

Fix PretrainedTokenizerFast check => Fix PretrainedTokenizerFast Save (#35835)

2025-02-13 12:00:33 +01:00

tp

Update-tp test (#35844)

2025-02-03 09:37:02 +01:00

trainer

Move DataCollatorForMultipleChoice from the docs to the package (#34763)

2025-02-13 12:01:28 +01:00

utils

Fix make_batched_videos and add tests (#36143)

2025-02-13 17:14:30 -05:00

__init__.py

…

test_backbone_common.py

Align backbone stage selection with out_indices & out_features (#27606)

2023-12-20 18:33:17 +00:00

test_configuration_common.py

Load sub-configs from composite configs (#34410)

2024-11-05 11:34:01 +01:00

test_feature_extraction_common.py

Split common test from core tests (#24284)

2023-06-15 07:30:24 -04:00

test_image_processing_common.py

Au revoir flaky test_fast_is_faster_than_slow (#36240)

2025-02-17 18:30:07 +01:00

test_image_transforms.py

fix: center_crop occasionally outputs off-by-one dimension matrix (#30934)

2024-05-21 13:56:52 +01:00

test_modeling_common.py

🔴 VLM: compile compatibility (#35724)

2025-02-14 15:23:49 +01:00

test_modeling_flax_common.py

CI: avoid human error, automatically infer generative models (#33212)

2025-02-13 16:27:11 +01:00

test_modeling_tf_common.py

[tests] remove tf/flax tests in /generation (#36235)

2025-02-17 14:59:22 +00:00

test_pipeline_mixin.py

Add image text to text pipeline (#34170)

2024-10-31 15:48:11 -04:00

test_processing_common.py

Uniformize LlavaNextVideoProcessor kwargs (#35613)

2025-02-18 14:13:51 -05:00

test_sequence_feature_extraction_common.py

Fix typo (#25966)

2023-09-05 10:12:25 +02:00

test_tokenization_common.py

apply_chat_template: consistent behaviour for return_assistant_tokens_mask=True return_tensors=True (#35582)

2025-02-04 10:27:52 +01:00

test_training_args.py

CI: fix test-save-trainer (#36191)

2025-02-14 10:20:56 +01:00