{"schema_version":"onlylabs.public_signal.v1","title":"Meituan (LongCat) Model: meituan-longcat/WBench-weights","description":"Meituan (LongCat) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e4c071e6-bd50-43b7-b2af-615faeff0b43","json_url":"https://onlylabs.fyi/signals/e4c071e6-bd50-43b7-b2af-615faeff0b43/signal.json","generated_at":"2026-06-11T02:40:50.275224+00:00","org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/meituan","dossier_json_url":"https://onlylabs.fyi/labs/meituan/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e4c071e6-bd50-43b7-b2af-615faeff0b43","signal_json":"https://onlylabs.fyi/signals/e4c071e6-bd50-43b7-b2af-615faeff0b43/signal.json","source":"https://huggingface.co/meituan-longcat/WBench-weights","lab_dossier":"https://onlylabs.fyi/labs/meituan","lab_dossier_json":"https://onlylabs.fyi/labs/meituan/dossier.json","analysis":"https://onlylabs.fyi/analysis/meituan","analysis_json":"https://onlylabs.fyi/analysis/meituan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meituan/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Meituan (LongCat) published meituan-longcat/WBench-weights. 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High-signal details: license apache-2.0 · 0 HF downloads · Routine model weight release, unknown traction.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/meituan-longcat/WBench-weights","source_host":"huggingface.co","occurred_at":"2026-05-22T08:12:09+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Meituan (LongCat)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"other","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Downloads","value":"0","source":"traction"},{"label":"Likes","value":"9","source":"traction"},{"label":"Notability","value":"Routine model weight release, unknown traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://huggingface.co/meituan-longcat/WBench-weights/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:40:50.275224+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e4c071e6-bd50-43b7-b2af-615faeff0b43/signal.json","dossier_json":"https://onlylabs.fyi/labs/meituan/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/meituan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meituan/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e4c071e6-bd50-43b7-b2af-615faeff0b43/signal.json","required":true},{"label":"source","url":"https://huggingface.co/meituan-longcat/WBench-weights","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/meituan/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/meituan/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Meituan (LongCat)'s model signal \"meituan-longcat/WBench-weights\" for neolab strategy."},"semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published model","object":"meituan-longcat/WBench-weights","text":"Meituan (LongCat) published model meituan-longcat/WBench-weights."},{"subject":"meituan-longcat/WBench-weights","predicate":"is classified as","object":"model signal","text":"meituan-longcat/WBench-weights is classified as model signal."},{"subject":"meituan-longcat/WBench-weights","predicate":"belongs to","object":"releases desk","text":"meituan-longcat/WBench-weights belongs to releases desk."},{"subject":"meituan-longcat/WBench-weights","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/WBench-weights has evidence coverage 1 captured evidence page."},{"subject":"meituan-longcat/WBench-weights","predicate":"has captured page count","object":"1","text":"meituan-longcat/WBench-weights has captured page count 1."},{"subject":"meituan-longcat/WBench-weights","predicate":"has readable page count","object":"1","text":"meituan-longcat/WBench-weights has readable page count 1."},{"subject":"meituan-longcat/WBench-weights","predicate":"has related signal count","object":"6","text":"meituan-longcat/WBench-weights has related signal count 6."},{"subject":"meituan-longcat/WBench-weights","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"meituan-longcat/WBench-weights has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"meituan-longcat/WBench-weights","predicate":"has source host","object":"huggingface.co","text":"meituan-longcat/WBench-weights has source host huggingface.co."},{"subject":"meituan-longcat/WBench-weights","predicate":"has lab","object":"Meituan (LongCat)","text":"meituan-longcat/WBench-weights has lab Meituan (LongCat)."},{"subject":"meituan-longcat/WBench-weights","predicate":"has signal desk","object":"releases","text":"meituan-longcat/WBench-weights has signal desk releases."},{"subject":"meituan-longcat/WBench-weights","predicate":"has source host","object":"huggingface.co","text":"meituan-longcat/WBench-weights has source host huggingface.co."},{"subject":"meituan-longcat/WBench-weights","predicate":"has task","object":"other","text":"meituan-longcat/WBench-weights has task other."},{"subject":"meituan-longcat/WBench-weights","predicate":"has license","object":"apache-2.0","text":"meituan-longcat/WBench-weights has license apache-2.0."},{"subject":"meituan-longcat/WBench-weights","predicate":"has downloads","object":"0","text":"meituan-longcat/WBench-weights has downloads 0."},{"subject":"meituan-longcat/WBench-weights","predicate":"has likes","object":"9","text":"meituan-longcat/WBench-weights has likes 9."},{"subject":"meituan-longcat/WBench-weights","predicate":"has notability","object":"Routine model weight release, unknown traction.","text":"meituan-longcat/WBench-weights has notability Routine model weight release, unknown traction.."}]},"intelligence":{"signal_desk":"releases","answer":"Meituan (LongCat) published meituan-longcat/WBench-weights. 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charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:50.275224+00:00","bytes":3592,"raw_path":"f795a863c9f7b7be840195ae7f7586e9d41eaef1bcb40804920cbc297a101c35.md","content_hash":"eb3d91145b5ec88973374d082e2b3d40ccef16760d5912c8766399b41dc61b84","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 pipeline_tag: other tags: - video-evaluation - world-model - benchmark --- <div align=\"center\"> <img src=\"assets/longcat-logo-full.png\" width=\"300\"> <h1>WBench Weights</h1> <p>Pre-trained model weights for WBench evaluation.</p> [![Paper](https://img.shields.io/badge/Paper-red?style=for-the-badge&logo=arxiv&logoColor=white)](https://huggingface.co/papers/2605.25874) [![Homepage](https://img.shields.io/badge/Homepage-blue?style=for-the-badge&logo=google-chrome&logoColor=white)](https://meituan-longcat.github.io/WBench/) [![Code](https://img.shields.io/badge/Code-black?style=for-the-badge&logo=github&logoColor=white)](https://github.com/meituan-longcat/WBench) [![Dataset](https://img.shields.io/badge/Dataset-4285F4?style=for-the-badge&logo=huggingface&logoColor=white)](https://huggingface.co/datasets/meituan-longcat/WBench)..."},"evidence_pages":[{"url":"https://huggingface.co/meituan-longcat/WBench-weights/raw/main/README.md","final_url":"https://huggingface.co/meituan-longcat/WBench-weights/raw/main/README.md","title":"meituan-longcat/WBench-weights model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:50.275224+00:00","bytes":3592,"raw_path":"f795a863c9f7b7be840195ae7f7586e9d41eaef1bcb40804920cbc297a101c35.md","content_hash":"eb3d91145b5ec88973374d082e2b3d40ccef16760d5912c8766399b41dc61b84","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 pipeline_tag: other tags: - video-evaluation - world-model - benchmark --- <div align=\"center\"> <img src=\"assets/longcat-logo-full.png\" width=\"300\"> <h1>WBench Weights</h1> <p>Pre-trained model weights for WBench evaluation.</p> [![Paper](https://img.shields.io/badge/Paper-red?style=for-the-badge&logo=arxiv&logoColor=white)](https://huggingface.co/papers/2605.25874) [![Homepage](https://img.shields.io/badge/Homepage-blue?style=for-the-badge&logo=google-chrome&logoColor=white)](https://meituan-longcat.github.io/WBench/) [![Code](https://img.shields.io/badge/Code-black?style=for-the-badge&logo=github&logoColor=white)](https://github.com/meituan-longcat/WBench) [![Dataset](https://img.shields.io/badge/Dataset-4285F4?style=for-the-badge&logo=huggingface&logoColor=white)](https://huggingface.co/datasets/meituan-longcat/WBench)..."}],"related_signals":[{"id":"7f5c593a-f324-47ed-b670-9c22227bc2e3","url":"https://onlylabs.fyi/signals/7f5c593a-f324-47ed-b670-9c22227bc2e3","source_url":"https://huggingface.co/meituan-longcat/LongCat-AudioDiT-3.5B","title":"meituan-longcat/LongCat-AudioDiT-3.5B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-03-30T06:03:21+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source"},{"id":"46fdfdb3-74ee-4103-b384-719bc719be6a","url":"https://onlylabs.fyi/signals/46fdfdb3-74ee-4103-b384-719bc719be6a","source_url":"https://huggingface.co/meituan-longcat/LongCat-AudioDiT-1B","title":"meituan-longcat/LongCat-AudioDiT-1B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-03-30T03:25:12+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source"},{"id":"36ef6e6c-4c65-4452-bc24-39df23834feb","url":"https://onlylabs.fyi/signals/36ef6e6c-4c65-4452-bc24-39df23834feb","source_url":"https://huggingface.co/meituan-longcat/LongCat-Next","title":"meituan-longcat/LongCat-Next","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-03-25T13:18:39+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source"},{"id":"8e20d9ca-387f-4703-a490-a79d1efda077","url":"https://onlylabs.fyi/signals/8e20d9ca-387f-4703-a490-a79d1efda077","source_url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Prover","title":"meituan-longcat/LongCat-Flash-Prover","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-03-20T04:04:15+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source"},{"id":"5c2f1bcf-dc21-4983-bb97-037dd72546e2","url":"https://onlylabs.fyi/signals/5c2f1bcf-dc21-4983-bb97-037dd72546e2","source_url":"https://huggingface.co/meituan-longcat/LongCat-Image-Edit-Turbo","title":"meituan-longcat/LongCat-Image-Edit-Turbo","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-02-03T09:46:53+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source"},{"id":"9f916958-b4fe-4a38-9823-4108ad90c57e","url":"https://onlylabs.fyi/signals/9f916958-b4fe-4a38-9823-4108ad90c57e","source_url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Lite","title":"meituan-longcat/LongCat-Flash-Lite","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-01-27T08:03:21+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source"}]}