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Release 1.0.0rc1

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@IgnatovFedor IgnatovFedor released this 17 Jul 06:13
· 65 commits to dev since this release
1.0.0rc1
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Learn about vigilant mode.

Note: DeepPavlov 1.0.0 is not released yet!

DeepPavlov 1.0.0 Release Notes

  • Added Python 3.8 and 3.9 support and library requirements are optimized in #1525 and #1578.
  • Removed all TensorFlow components and default trainer replaced with torch_trainer in #1574.
  • Added Russian SuperGLUE models and submission generation in #1577.
  • Added NER case-agnostig config in #1570.
  • Added external metrics support in #1546.
  • Nested config overwriting mechanism in #1561.
  • Refactoring of the training logging in #1572.
  • KBQA models migrated to PyTorch in #1569.
  • Classification models migrated to PyTorch in #1565.
  • NER models migrated to PyTorch in #1545.
  • Context question answering models migrated to PyTorch in #1539.
  • Entity Linking migrated to PyTorch and reduced RAM and VRAM consumption in #1516.
  • Added config deprecation mechanism in #1547.
  • torch_bert_ranker now uses the same Hugging Face Transformers version as the rest of the components in #1532.
  • Models and components removed in #1523, #1526, #1534, #1533, #1537, #1544, #1560, #1563, #1564, #1573.
  • Fixed a problem with pre-trained BERT models by DeepPavlov in #1502. Resolves #1275 and #1390.
  • Fixed en_core_web_sm load error during tests in #1524.
  • Removed Telegram, MSBot Framework, Yandex Alice and Amazon Alexa connectors in #1548.
  • Documentation updated in #1517, #1529.
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