pdurlej/ basal-1.0:latest

20 5 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 ยท 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.