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SparseZoo v1.1.0
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@jeanniefinks jeanniefinks released this 25 Aug 19:28
v1.1.0
9a00d0b
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New Features:

  • Python 3.10 supported.
  • SparseZoo APIs refactored, focusing on better and easier-to-use functionality. The model class is now the core interface and works the same for both SparseZoo stubs as well as local folders and enables storing models from the SparseZoo in any local folder.
  • Model Analysis API added, enabling detailed layer and operator information for operations, pruning, quantization, parameter counts, and more.
  • BERT-base-cased models added.
  • BioBERT models added.
  • Quantized BERT-base MLM models added for support for Information Retrieval pipelines.
  • Compound (structured pruning, unstructured pruning, quantization) ResNet-50 models added.

Changes:

  • None

Resolved Issues:

  • None

Known Issues:

  • None
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