"configs/vscode:/vscode.git/clone" did not exist on "3ea94c94d25b72104fa9ee4a9d36e188eca3b3c8"
  1. 07 Dec, 2020 1 commit
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  3. 19 Nov, 2020 1 commit
    • Matthias's avatar
      fix small typo (#8644) · a79a96dd
      Matthias authored
      Fixed a small typo on the XLNet and permutation language modelling section
      a79a96dd
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    • Shashank Gupta's avatar
      Added data collator for permutation (XLNet) language modeling and related calls (#5522) · 3dcb748e
      Shashank Gupta authored
      * Added data collator for XLNet language modeling and related calls
      
      Added DataCollatorForXLNetLanguageModeling in data/data_collator.py
      to generate necessary inputs for language modeling training with
      XLNetLMHeadModel. Also added related arguments, logic and calls in
      examples/language-modeling/run_language_modeling.py.
      
      Resolves: #4739, #2008 (partially)
      
      * Changed name to `DataCollatorForPermutationLanguageModeling`
      
      Changed the name of `DataCollatorForXLNetLanguageModeling` to the more general `DataCollatorForPermutationLanguageModelling`.
      Removed the `--mlm` flag requirement for the new collator and defined a separate `--plm_probability` flag for its use.
      CTRL uses a CLM loss just like GPT and GPT-2, so should work out of the box with this script (provided `past` is taken care of
      similar to `mems` for XLNet).
      Changed calls and imports appropriately.
      
      * Added detailed comments, changed variable names
      
      Added more detailed comments to `DataCollatorForPermutationLanguageModeling` in `data/data_collator.py` to explain working. Also cleaned up variable names and made them more informative.
      
      * Added tests for new data collator
      
      Added tests in `tests/test_trainer.py` for DataCollatorForPermutationLanguageModeling based on those in DataCollatorForLanguageModeling. A specific test has been added to check for odd-length sequences.
      
      * Fixed styling issues
      3dcb748e
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