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hscodeclassify
ModernBERT classifier of product descriptions into the 20 HS chapters; chapter level only.
What it does
A ModernBERT text classifier that assigns a product description to one of 20 HS chapters, not the full nomenclature; it extracts nothing and validates nothing. Runs on CPU, one GPU or in the browser through ONNX, via Transformers. Trained on synthetic data: the card says its F1 of 1.0 is a pipeline check, not accuracy, and that it must be validated on your own documents first; Apache 2.0.
Where it fits on the map
Similar projects
Of the same kind, for a shared jurisdiction or tax area. Not a ranking.
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