basal-rs
Copyright 2026 basal-rs contributors
Licensed under the Apache License, Version 2.0 (see LICENSE).
This project reimplements in Rust the inference protocol of basal
(https://github.com/rkinas/basal, Copyright 2026 Remigiusz Kinas, Apache License 2.0) and ports parts of it:
the prompt format and letter readout (basal/prompt.py), the System One request handling and answer semantics
including multi and act (basal/server.py), facts injection (basal/facts.py -> crates/basal-core/src/facts.rs),
evidence spans (basal/evidence.py -> crates/basal-core/src/evidence.rs) and shared-prefix packing (basal/engine.py).
Reference requests in tools/reference include examples from basal/examples.
The basal model weights (Remek/basal-1.0-*, Remek/basal-1.5-*) are not part of this repository; they are released by
their author under the Apache License 2.0.
The NOTICE file of basal (v1.5.0) follows.
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basal
Copyright 2026 Remigiusz Kinas
This product includes models fine-tuned from the following works, licensed under the Apache License, Version 2.0:
basal-1.5-4.5B <- speakleash/Bielik-4.5B-v3.0-Instruct (https://huggingface.co/speakleash/Bielik-4.5B-v3.0-Instruct)
basal-1.5-max <- speakleash/Bielik-PL-11B-v3.0-Instruct (https://huggingface.co/speakleash/Bielik-PL-11B-v3.0-Instruct)
basal-1.5-mini <- speakleash/Bielik-1.5B-v3.0-Instruct (https://huggingface.co/speakleash/Bielik-1.5B-v3.0-Instruct)
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 (basal-1.0 models):
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.
basal-1.5 models: released under the Apache License, Version 2.0.