featherless-ai/simple-jev

This page introduces an external open-source repository. It is not an HDATF product.

What it does

Uses compatible open models for structured classification and scoring without training a separate classifier head. The server constructs JSON choices, rubric scores, or truth and support judgments from next-token logits rather than generated JSON text.

How it helps ATF

For Harness, the scoring interface may inform task-result checks. For LabChin, its structured classification and support judgments are worth comparing when designing research-material evaluation.

License

No license No license file found. Without a license, reuse of the code is not permitted by default.

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Only repositories in the ranked Trendshift lists are included, and the lists are used only to find candidates. We do not copy their ranks. Descriptions, licenses and star counts come from each GitHub repository. The notes are our own reading. We have not tested these projects, and a place on a trending list does not prove quality.