{"schema_version":"onlylabs.public_signal.v1","title":"CompactifAI (Multiverse Computing) Repo: CompactifAI/LLM-Refusal-Evaluation","description":"CompactifAI (Multiverse Computing) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4bd175b1-73b0-4fc2-a847-51ab2f759aa5","json_url":"https://onlylabs.fyi/signals/4bd175b1-73b0-4fc2-a847-51ab2f759aa5/signal.json","generated_at":"2026-06-11T03:03:10.908306+00:00","org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/compactifai","dossier_json_url":"https://onlylabs.fyi/labs/compactifai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/4bd175b1-73b0-4fc2-a847-51ab2f759aa5","signal_json":"https://onlylabs.fyi/signals/4bd175b1-73b0-4fc2-a847-51ab2f759aa5/signal.json","source":"https://github.com/CompactifAI/LLM-Refusal-Evaluation","lab_dossier":"https://onlylabs.fyi/labs/compactifai","lab_dossier_json":"https://onlylabs.fyi/labs/compactifai/dossier.json","analysis":"https://onlylabs.fyi/analysis/compactifai","analysis_json":"https://onlylabs.fyi/analysis/compactifai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/compactifai/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"CompactifAI (Multiverse Computing) published CompactifAI/LLM-Refusal-Evaluation (Python). 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Unlike traditional pattern-based refusal detection, this library uses an **LLM-as-a-judge** approach to accurately..."},"evidence_pages":[{"url":"https://github.com/CompactifAI/LLM-Refusal-Evaluation","final_url":"https://github.com/CompactifAI/LLM-Refusal-Evaluation","title":"CompactifAI/LLM-Refusal-Evaluation repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:03:10.908306+00:00","bytes":17698,"raw_path":"470bec53f1db6c2d88043b1c2e024e4b8199100f3be5e264ebd6742007eb8341.json","content_hash":"cc941389e4a08a212b4c727c2e42a76ea04c20e36d3f52cf71b2b299beabdede","excerpt_chars":1200,"truncated":true,"excerpt":"CompactifAI/LLM-Refusal-Evaluation Description: A library to automatically evaluate LLM refusal behavior on different datasets Language: Python Stars: 6 Forks: 1 Open issues: 0 Created: 2025-12-23T14:15:52Z Pushed: 2025-12-23T17:24:16Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> 🛡️ LLM Refusal Evaluation **A comprehensive benchmark suite for evaluating LLM refusal behavior on safety and sensitive topics** [![arXiv](https://img.shields.io/badge/arXiv-2512.16602-b31b1b.svg)](https://arxiv.org/abs/2512.16602) [![Dataset](https://img.shields.io/badge/🤗%20Dataset-llm--refusal--evaluation-yellow)](https://huggingface.co/datasets/MultiverseComputingCAI/llm-refusal-evaluation) [![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/) <br> [![Multiverse Computing](https://img.shields.io/badge/Multiverse_Computing-purple)](https://multiversecomputing.com) </div> --- 📖 Overview **LLM Refusal Evaluation** is an inference-time evaluation framework for measuring refusal behavior in Large Language Models. Unlike traditional pattern-based refusal detection, this library uses an **LLM-as-a-judge** approach to accurately..."}],"related_signals":[{"id":"c489254b-4670-45a3-aafd-a12d04450c63","url":"https://onlylabs.fyi/signals/c489254b-4670-45a3-aafd-a12d04450c63","source_url":"https://github.com/CompactifAI/Block_removal_through_constrained_binary_optimization","title":"CompactifAI/Block_removal_through_constrained_binary_optimization","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud"},"occurred_at":"2026-02-02T11:31:21+00:00","first_seen_at":"2026-06-05T22:32:19.745417+00:00","date_source":"source"},{"id":"b4df24db-244d-49b0-9891-70e1bdf0e915","url":"https://onlylabs.fyi/signals/b4df24db-244d-49b0-9891-70e1bdf0e915","source_url":"https://github.com/CompactifAI/workshops","title":"CompactifAI/workshops","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud"},"occurred_at":"2026-01-27T05:17:14+00:00","first_seen_at":"2026-06-05T22:32:19.745417+00:00","date_source":"source"},{"id":"52af219c-d133-4e89-bd00-a9f193912bc6","url":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6","source_url":"https://github.com/CompactifAI/CompactifAI","title":"CompactifAI/CompactifAI","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud"},"occurred_at":"2025-09-25T12:13:03+00:00","first_seen_at":"2026-06-05T22:32:19.745417+00:00","date_source":"source"}]}