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Pluto-1 private release candidate: dual-encoder ensemble, calibrated Typed Decisions specialist
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NOTICE
======
Pluto-1 is built and released by Omida AI.
Upstream model components
-------------------------
This checkpoint contains a fine-tuned version of:
answerdotai/ModernBERT-base
Copyright Answer.AI and contributors
Licensed under the Apache License, Version 2.0.
The ensemble sibling contains a fine-tuned version of:
microsoft/deberta-v3-base
Copyright Microsoft Corporation
Licensed under the Apache License, Version 2.0.
The upstream components remain available under their original licenses. The
Omida Community License applies to Pluto's original weights, heads, and the
combined checkpoint to the extent permitted by those upstream licenses.
Training and evaluation data
----------------------------
SargeDev/jev-distill-corpus-v3
Calibrated typed-decision corpus, Apache License 2.0.
https://huggingface.co/datasets/SargeDev/jev-distill-corpus-v3
LocalLLaMA/typed-decisions
Independent typed-decision benchmark, Apache License 2.0.
https://huggingface.co/datasets/LocalLLaMA/typed-decisions
Comparison references
---------------------
Jev 1.13, Liquid d1, and Laya-typed are third-party systems. Their names are used
only for descriptive benchmark comparison. Omida is not affiliated with TypeSafe,
Liquid AI, or Convai Innovations. Jev and d1 numbers are published values; the
Laya-typed number was measured by Omida on the same test rows with the public
benchmark scorer.
License scope
-------------
- Weights and model card: Creative Commons Attribution-NonCommercial 4.0
International (CC BY-NC 4.0). See LICENSE.
- Runtime code under code/: Apache License 2.0. See code/LICENSE.
- Commercial use of the weights requires a separate commercial license from
Omida AI. See COMMERCIAL_LICENSE.md.