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[Chore] Add example for ensembling multiple logits during inference time #1289

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@sigridjineth sigridjineth commented Dec 13, 2024

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  • The PR introduces a example script that demonstrates the way to fuse dense, sparse and ColBERT-based scores using DBSF approaches.
  • The example includes a detailed explanation of DBSF, which uses distribution-based normalization (mean ± 3*std) to make score ranges more stable before applying the final weighted ensemble. It helps users see how ColBERT scores, which may differ significantly in scale from Dense and Sparse scores, can be harmonized.

@sigridjineth sigridjineth changed the title [Chore] Add tutorial example for ensembling multiple logits during inference time [Chore] Add example for ensembling multiple logits during inference time Dec 13, 2024
@sigridjineth sigridjineth force-pushed the chore/example-ensemble branch from 6fd68fe to e3ad344 Compare December 13, 2024 05:48
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