Dataset · Hugging Face

LocalLLaMA/typed-decisions

Name: typed-decisions
Creator: LocalLLaMA
License: apache-2.0
Keywords: benchmark:official, benchmark:eval-yaml, task_categories:text-classification, language:en, license:apache-2.0, size_categories:1K<n<10K, format:parquet, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, structured-decisions

Typed Decisions A benchmark for typed probabilistic decisions. A model gets one piece of unstructured state and answers five typed questions about it at once, and every answer is a probability distribution, not a single label. The schema follows the System One primitives (noul, choice, score) used by TypeSafe AI, so a row replays against any API with that shape. The benchmark is independent: it is not affiliated with TypeSafe and does not reproduce their Jev model.… See the full description on the dataset page: https://huggingface.co/datasets/LocalLLaMA/typed-decisions.

View on Hugging FaceReport an issue

Author / organization	LocalLLaMA
License (as declared)	apache-2.0
Downloads	45.3K (as reported by Hugging Face)
Likes	189
Created	16 September 2026
Last updated at source	14 October 2026

structured-decisionscalibrationprobabilistic-classificationsystem-oneworkflow-evaluationsynthetic

Embed this entry

<iframe src="https://silytics.si/embed/item/479beb3a-9f81-4678-b9d4-7fbcf254fbe8" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 14 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.