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hs-code-classifier-en (Kenpache)
HS6 classifier fine-tuned from bge-m3 (71.9% top-1 on full descriptions in its test set), with weights.
What it does
A classifier that returns the 6-digit HS code and a score for an English product description, plus HS4 and HS2 levels, fine-tuned from bge-m3 over 6,750 HS6 classes. It runs with transformers and torch (2.2 GB of weights) on CPU or GPU. Top-1 is 71.94% on full descriptions but 51.70% over the whole test set; it is English and HS6 only, not customs advice and not for unattended filing; MIT licence.
Where it fits on the map
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