Dataset · Hugging Face

fastino/fast-decisions

Name: fast-decisions
Creator: fastino
License: apache-2.0
Keywords: task_categories:text-classification, language:en, license:apache-2.0, size_categories:1K<n<10K, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2507.18546, region:us, gliner2, classification, multi-task

Fast Decisions The classification suite behind GLiNER2.5-Decide. Seventeen domains, one file each. Every row is a document plus the decisions a product has to make: the task name, the candidate labels, and the gold label. One call can carry several heads. Single-label heads have one gold string. Multi-label heads list every label that applies. This release is the development split: 100 examples per domain, 1,700 rows. The test split… See the full description on the dataset page: https://huggingface.co/datasets/fastino/fast-decisions.

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Author / organization	fastino
License (as declared)	apache-2.0
Downloads	2.4K (as reported by Hugging Face)
Likes	27
Created	24 September 2026
Last updated at source	8 October 2026

gliner2classificationmulti-taskdecision-modelschema-driven

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