{"schema_version":"onlylabs.public_signal.v1","title":"Meituan (LongCat) Model: meituan-longcat/LongCat-Video","description":"Meituan (LongCat) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/82a82601-98c2-431d-9581-decd28caf111","json_url":"https://onlylabs.fyi/signals/82a82601-98c2-431d-9581-decd28caf111/signal.json","generated_at":"2026-06-11T02:49:53.975796+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/82a82601-98c2-431d-9581-decd28caf111","signal_json":"https://onlylabs.fyi/signals/82a82601-98c2-431d-9581-decd28caf111/signal.json","source":"https://huggingface.co/meituan-longcat/LongCat-Video","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/LongCat-Video. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 2.8K HF downloads · New video model from Meituan, moderate downloads.. 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/LongCat-Video","source_host":"huggingface.co","occurred_at":"2025-10-24T16:04:08+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":"text-to-video","source":"model"},{"label":"License","value":"mit","source":"model"},{"label":"Library","value":"diffusers","source":"model"},{"label":"Downloads","value":"2.8K","source":"traction"},{"label":"Likes","value":"510","source":"traction"},{"label":"Notability","value":"New video model from Meituan, moderate downloads.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","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/LongCat-Video/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:53.975796+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/82a82601-98c2-431d-9581-decd28caf111/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/82a82601-98c2-431d-9581-decd28caf111/signal.json","required":true},{"label":"source","url":"https://huggingface.co/meituan-longcat/LongCat-Video","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/LongCat-Video\" for neolab strategy."},"semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published model","object":"meituan-longcat/LongCat-Video","text":"Meituan (LongCat) published model meituan-longcat/LongCat-Video."},{"subject":"meituan-longcat/LongCat-Video","predicate":"is classified as","object":"model signal","text":"meituan-longcat/LongCat-Video is classified as model signal."},{"subject":"meituan-longcat/LongCat-Video","predicate":"belongs to","object":"releases desk","text":"meituan-longcat/LongCat-Video belongs to releases desk."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/LongCat-Video has evidence coverage 1 captured evidence page."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has captured page count","object":"1","text":"meituan-longcat/LongCat-Video has captured page count 1."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has readable page count","object":"1","text":"meituan-longcat/LongCat-Video has readable page count 1."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has related signal count","object":"6","text":"meituan-longcat/LongCat-Video has related signal count 6."},{"subject":"meituan-longcat/LongCat-Video","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/LongCat-Video 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/LongCat-Video","predicate":"has source host","object":"huggingface.co","text":"meituan-longcat/LongCat-Video has source host huggingface.co."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has lab","object":"Meituan (LongCat)","text":"meituan-longcat/LongCat-Video has lab Meituan (LongCat)."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has signal desk","object":"releases","text":"meituan-longcat/LongCat-Video has signal desk releases."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has source host","object":"huggingface.co","text":"meituan-longcat/LongCat-Video has source host huggingface.co."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has task","object":"text-to-video","text":"meituan-longcat/LongCat-Video has task text-to-video."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has license","object":"mit","text":"meituan-longcat/LongCat-Video has license mit."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has library","object":"diffusers","text":"meituan-longcat/LongCat-Video has library diffusers."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has downloads","object":"2.8K","text":"meituan-longcat/LongCat-Video has downloads 2.8K."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has likes","object":"510","text":"meituan-longcat/LongCat-Video has likes 510."}]},"intelligence":{"signal_desk":"releases","answer":"Meituan (LongCat) published meituan-longcat/LongCat-Video. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 2.8K HF downloads · New video model from Meituan, moderate downloads.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published model","object":"meituan-longcat/LongCat-Video","text":"Meituan (LongCat) published model meituan-longcat/LongCat-Video."},{"subject":"meituan-longcat/LongCat-Video","predicate":"is classified as","object":"model signal","text":"meituan-longcat/LongCat-Video is classified as model signal."},{"subject":"meituan-longcat/LongCat-Video","predicate":"belongs to","object":"releases desk","text":"meituan-longcat/LongCat-Video belongs to releases desk."},{"subject":"meituan-longcat/LongCat-Video","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/LongCat-Video has evidence coverage 1 captured evidence page."}]},"signal":{"id":"82a82601-98c2-431d-9581-decd28caf111","url":"https://onlylabs.fyi/signals/82a82601-98c2-431d-9581-decd28caf111","json_url":"https://onlylabs.fyi/signals/82a82601-98c2-431d-9581-decd28caf111/signal.json","source_url":"https://huggingface.co/meituan-longcat/LongCat-Video","title":"meituan-longcat/LongCat-Video","summary":"Meituan (LongCat) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2025-10-24T16:04:08+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source","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/LongCat-Video/raw/main/README.md"]},"facets":{"pipeline_tag":"text-to-video","license":"mit"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":2799,"hf_likes":510},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/meituan-longcat/LongCat-Video/raw/main/README.md","final_url":"https://huggingface.co/meituan-longcat/LongCat-Video/raw/main/README.md","title":"meituan-longcat/LongCat-Video model card","http_status":200,"content_type":"text/plain; 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charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:53.975796+00:00","bytes":10068,"raw_path":"342254e4b6c0d42762358cdcc60af26455a924fefcbc990ac77e5eadaa4aa8b8.md","content_hash":"2dc318ceb6f9de22da8e9df4df4d21969d65476de6d832fc62445bf6e3507d30","excerpt_chars":1200,"truncated":true,"excerpt":"--- language: - en - zh library_name: diffusers license: mit pipeline_tag: text-to-video tags: - transformers - diffusers - image-to-video - video-continuation --- LongCat-Video <div align=\"center\"> <img src=\"assets/longcat_logo.svg\" width=\"45%\" alt=\"LongCat-Video\" /> </div> <hr> <div align=\"center\" style=\"line-height: 1;\"> <a href='https://meituan-longcat.github.io/LongCat-Video/'><img src='https://img.shields.io/badge/Project-Page-green'></a> <a href='https://huggingface.co/papers/2510.22200'><img src='https://img.shields.io/badge/Paper-HuggingFace-red'></a> <a href='https://huggingface.co/meituan-longcat/LongCat-Video'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue'></a> </div> <div align=\"center\" style=\"line-height: 1;\"> <a href='https://github.com/meituan-longcat/LongCat-Flash-Chat/blob/main/figures/wechat_official_accounts.png'><img src='https://img.shields.io/badge/WeChat-LongCat-brightgreen?logo=wechat&logoColor=white'></a> <a href='https://x.com/Meituan_LongCat'><img src='https://img.shields.io/badge/Twitter-LongCat-white?logo=x&logoColor=white'></a> </div> <div align=\"center\" style=\"line-height: 1;\"> <a..."}],"related_signals":[{"id":"e4c071e6-bd50-43b7-b2af-615faeff0b43","url":"https://onlylabs.fyi/signals/e4c071e6-bd50-43b7-b2af-615faeff0b43","source_url":"https://huggingface.co/meituan-longcat/WBench-weights","title":"meituan-longcat/WBench-weights","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-05-22T08:12:09+00:00","first_seen_at":"2026-06-06T01:49:33.5324+00:00","date_source":"source"},{"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"}]}