Rework DistilBERT docstrings for progressive disclosure of complexity. #881
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mattdangerw
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Mar 21, 2023
| replaced with a random token from the vocabulary. A selected token | ||
| will be left as is with probability | ||
| `1 - mask_token_rate - random_token_rate`. | ||
| Call arguments: |
| left-to-right manner and fills up the buckets until we run | ||
| out of budget. It supports an arbitrary number of segments. | ||
| Call arguments: |
| # Load the preprocessor from a preset. | ||
| preprocessor = keras_nlp.models.DistilBertPreprocessor.from_preset("distil_bert_base_en_uncased") | ||
| preprocessor = keras_nlp.models.DistilBertPreprocessor.from_preset( | ||
| "distil_bert_base_en_uncased" |
| Example usage: | ||
| Raw string inputs and pretrained backbone. | ||
| Raw string data. |
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This still needs some updates to match the new style.
kanpuriyanawab
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Mar 26, 2023
keras-team#881) * Reworked distil_bert docstrings. * Fixed Typos. * Fixed typo in DistilBERT MaskedLM Preprocessor * Updated distil_bert_classifier.py * Added DistilBertPreprocessor to docs. * Formatted using black. * A few edits * Another fix --------- Co-authored-by: Matt Watson <mattdangerw@gmail.com>
kanpuriyanawab
pushed a commit
to kanpuriyanawab/keras-nlp
that referenced
this pull request
Mar 26, 2023
keras-team#881) * Reworked distil_bert docstrings. * Fixed Typos. * Fixed typo in DistilBERT MaskedLM Preprocessor * Updated distil_bert_classifier.py * Added DistilBertPreprocessor to docs. * Formatted using black. * A few edits * Another fix --------- Co-authored-by: Matt Watson <mattdangerw@gmail.com>
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Partially fixes: #867
Gist of all docstring snippets.