* Add validation for maximum sequence length in modeling_whisper.py
Added a validation check to ensure that the sequence length of labels does not exceed the maximum allowed length of 448 tokens. If the sequence length exceeds this limit, a ValueError is raised with a descriptive error message.
This change prevents the model from encountering errors or unexpected behavior due to excessively long sequences during training or fine-tuning, ensuring consistent input dimensions and improving overall robustness.
* Change exception message in src/transformers/models/whisper/modeling_whisper.py
The exception message is for whisper's label's sequence max length.
Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>
* Change 448 to config.max_target_positions in src/transformers/models/whisper/modeling_whisper.py
It's for whisper's config.max_target_positions.
Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>
* Change method's documentation in src/transformers/models/whisper/modeling_whisper.py
* Add test for maximum label's sequence length in test_modeling_whisper.py
* Add self to modeling_whisper.py
* Update test_modeling_whisper.py with respect to automatic validations
* Update modeling_whisper.py with respect to ci/circleci: check_code_quality
* Update test_modeling_whisper.py with respect to ci/circleci: check_code_quality
* Update test_modeling_whisper.py with respect to ci/circleci: tests_generate
* Update test_modeling_whisper.py with respect to ci/circleci: tests_generate
* Update test_modeling_whisper.py with respect to ci/circleci: check_code_quality
* Separate test_labels_sequence_max_length tests in test_modeling_whisper.py
* Update test_modeling_whisper.py with respect to ci/circleci: check_code_quality
* Remove assert from test_modeling_whisper.py
* Add max_target_positions to WhisperModelTester in test_modeling_whisper.py
* Update test_modeling_whisper.py with respect to ci/circleci: check_code_quality
* Update test_modeling_whisper.py with respect to ci/circleci: tests_generate
* Update test_modeling_whisper.py
* Change test_labels_sequence_max_length_error_after_changing_config in test_modeling_whisper.py
* Change self.config.max_target_positions to self.max_target_positions modeling_whisper.py
* Add new tests in test_modeling_whisper.py
* Update test_modeling_whisper.py
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Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>
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