Merge easy_add_model feature branch #1309
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* use default return_dict in taskmodels and remove hidden state context manager in models. * return hidden states in output of model wrapper * update to transformers 4.3.3 * black
…ments (#1268) * Use jiant transformers model wrapper instead of if-else. Use taskmodel and head factory instead of if-else. * switch to ModelArchitectures enum instead of strings
* add flat_strip test * add list to test cases flat_strip
* moves remaining if-else statments to jiant model or replaces with model agnostic method * switch from jiant_transformers_model to encoder * fix bug in flat_strip()
* move model specific tokenization logic to JiantTransformerModels * implement abstract methods for JiantTransformerModels
* Add DeBERTa with sanity test * fix tasks circular import * [WIP] add deberta tests * Revert "fix tasks circular import" This reverts commit f924640. * deberta tests passing with transformers 6472d8 * switch to deberta-v2 * black * flake8 * fix get_mlm_weights_dict() for deberta-v2 * update to transformers 4.5.0 * mark deberta test_export as slow * Update test_tokenization_normalization.py * add guide to add a model
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Codecov Report
@@ Coverage Diff @@
## master #1309 +/- ##
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+ Coverage 48.46% 49.77% +1.30%
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Files 163 162 -1
Lines 11220 11210 -10
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+ Hits 5438 5580 +142
+ Misses 5782 5630 -152
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This PR merges a major refactor feature branch making it easy for users to add a Hugging Face Transformers model. This PR adds documentation for adding a model in
guides/models/adding_models.md.This PR closes #1310, #1236, #1306, and #1191