feat: change sentence splitter to sat-1l-sm #164
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This pull request updates the sentence splitting logic by switching the SaT (Segment-any-Text) model used in _load_sat from
"sat-3l-sm"
to"sat-1l-sm"
insrc/raglite/_split_sentences.py
.The change reduces model size while maintaining comparable segmentation accuracy.
Benchmark results on the CUAD dataset (see attached plot) show that
"sat-1l-sm"
achieves similar performance to the larger"sat-3l-sm"
model under the default Raglite Benchmark setup.This makes it a better trade-off between efficiency and accuracy.
We selected
"sat-1l-sm"
over"sat-1l"
because it provides better multilingual performance with only a small trade-off in English accuracy.