pdurlej/ basal-1.0:4.5b-f16

17 4 days ago

Fast, calibrated yes/no, choice and score decisions for Polish and English. Beats the Jev API on Polish decisions, runs locally in milliseconds.

1.5b 4.5b
cd327dfd45b5 · 963B
basal
Copyright 2026 Remigiusz Kinas
This product includes models fine-tuned from the following works, licensed under the Apache License, Version 2.0:
basal-1.0-4.5B <- speakleash/Bielik-4.5B-v3.0-Instruct (https://huggingface.co/speakleash/Bielik-4.5B-v3.0-Instruct)
basal-1.0-1.5B <- speakleash/Bielik-1.5B-v3.0-Instruct (https://huggingface.co/speakleash/Bielik-1.5B-v3.0-Instruct)
The inference engine in this repository is original work licensed under the Apache License, Version 2.0.
Training data attribution:
English decision items in the training data were converted from the public corpus
avbiswas/bev-decision-150K (https://huggingface.co/datasets/avbiswas/bev-decision-150K), which aggregates questions
derived from many upstream sources. Its maintainers ask users to check and attribute those upstream sources; row-level
source identifiers are not available, so the upstream sources of these items are not documented individually.