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.
Click as a root dependency added as the new preferred route for CLI invocation and arg management.
Resolved Issues:
Protobuf version pinned to prevent issues with ONNX dependencies.
Known Issues:
None
v0.12.1
1 year ago
This is a patch release for 0.12.0 that contains the following changes:
Protobuf is restricted to version < 4.0 as the newer version breaks ONNX.
v0.12.0
2 years ago
New Features:
DistilBERT models added.
Changes:
None
Resolved Issues:
None
Known Issues:
None
v0.11.0
2 years ago
New Features:
New ResNet-50 models added with improved performance and recovery.
BERT 12-layer token classification recipes added.
BERT 3-layer and 6-layer models added.
Changes:
Documentation updated to align with UI.
Resolved Issues:
The package version check is now wrapped in an exception so that the background thread for checking does not error out when outbound network restrictions are in place.