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hfjev

hemanth

Classify Hugging Face datasets across typed semantic dimensions with TypeSafe Jev System One. Auto-adapts evaluation rubrics to dataset domains (reviews, news, LLM tuning, support) and classifies rows in a single parallel System One call with calibrated probabilities.

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License
MIT
GitHub Stars
3
Source reviewed
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Jev’s role in this entry

hfjev classifies dataset rows in parallel across typed Choice, Score, and Noul dimensions against TypeSafe System One.

What this project offers

Adds structured choices or scores to the workflow; performance and cost benefits have not been independently verified.

Review scope

Author and repository text is preserved where clear; missing languages are enriched automatically. Checks establish source-level Jev integration, not runtime, safety, or performance validation.

Sources and implementation

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