{"schema_version":"onlylabs.public_signal.v1","title":"Meituan (LongCat) Model: meituan-longcat/LongCat-Flash-Thinking-2601","description":"Meituan (LongCat) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6c9766ae-e3a0-413c-8501-3e1e3abfbc16","json_url":"https://onlylabs.fyi/signals/6c9766ae-e3a0-413c-8501-3e1e3abfbc16/signal.json","generated_at":"2026-06-11T02:49:46.575605+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/6c9766ae-e3a0-413c-8501-3e1e3abfbc16","signal_json":"https://onlylabs.fyi/signals/6c9766ae-e3a0-413c-8501-3e1e3abfbc16/signal.json","source":"https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601","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-Flash-Thinking-2601. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 7.7K HF downloads · Notable model with solid 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/LongCat-Flash-Thinking-2601","source_host":"huggingface.co","occurred_at":"2026-01-14T07:04:05+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-generation","source":"model"},{"label":"License","value":"mit","source":"model"},{"label":"Library","value":"LongCat-Flash-Thinking-2601","source":"model"},{"label":"Params","value":"561.9B","source":"model"},{"label":"Downloads","value":"7.7K","source":"traction"},{"label":"Likes","value":"113","source":"traction"},{"label":"Notability","value":"Notable model with solid traction","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"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":"Agents and tool use","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-Flash-Thinking-2601/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:46.575605+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6c9766ae-e3a0-413c-8501-3e1e3abfbc16/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/6c9766ae-e3a0-413c-8501-3e1e3abfbc16/signal.json","required":true},{"label":"source","url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601","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-Flash-Thinking-2601\" for neolab strategy."},"semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published model","object":"meituan-longcat/LongCat-Flash-Thinking-2601","text":"Meituan (LongCat) published model meituan-longcat/LongCat-Flash-Thinking-2601."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"is classified as","object":"model signal","text":"meituan-longcat/LongCat-Flash-Thinking-2601 is classified as model signal."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"belongs to","object":"releases desk","text":"meituan-longcat/LongCat-Flash-Thinking-2601 belongs to releases desk."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has evidence coverage 1 captured evidence page."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has captured page count","object":"1","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has captured page count 1."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has readable page count","object":"1","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has readable page count 1."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has related signal count","object":"6","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has related signal count 6."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","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-Flash-Thinking-2601 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-Flash-Thinking-2601","predicate":"has source host","object":"huggingface.co","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has source host huggingface.co."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has lab","object":"Meituan (LongCat)","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has lab Meituan (LongCat)."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has signal desk","object":"releases","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has signal desk releases."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has source host","object":"huggingface.co","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has source host huggingface.co."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has task","object":"text-generation","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has task text-generation."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has license","object":"mit","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has license mit."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has library","object":"LongCat-Flash-Thinking-2601","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has library LongCat-Flash-Thinking-2601."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has params","object":"561.9B","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has params 561.9B."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has downloads","object":"7.7K","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has downloads 7.7K."}]},"intelligence":{"signal_desk":"releases","answer":"Meituan (LongCat) published meituan-longcat/LongCat-Flash-Thinking-2601. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 7.7K HF downloads · Notable model with solid traction. 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-Flash-Thinking-2601","text":"Meituan (LongCat) published model meituan-longcat/LongCat-Flash-Thinking-2601."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"is classified as","object":"model signal","text":"meituan-longcat/LongCat-Flash-Thinking-2601 is classified as model signal."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"belongs to","object":"releases desk","text":"meituan-longcat/LongCat-Flash-Thinking-2601 belongs to releases desk."},{"subject":"meituan-longcat/LongCat-Flash-Thinking-2601","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/LongCat-Flash-Thinking-2601 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6c9766ae-e3a0-413c-8501-3e1e3abfbc16","url":"https://onlylabs.fyi/signals/6c9766ae-e3a0-413c-8501-3e1e3abfbc16","json_url":"https://onlylabs.fyi/signals/6c9766ae-e3a0-413c-8501-3e1e3abfbc16/signal.json","source_url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601","title":"meituan-longcat/LongCat-Flash-Thinking-2601","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":"2026-01-14T07:04:05+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-Flash-Thinking-2601/raw/main/README.md"]},"facets":{"pipeline_tag":"text-generation","license":"mit"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":7660,"hf_likes":113},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601/raw/main/README.md","final_url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601/raw/main/README.md","title":"meituan-longcat/LongCat-Flash-Thinking-2601 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:46.575605+00:00","bytes":19570,"raw_path":"492c3caca01519a200fe42c431f20bdeaff3df05fec2af7159fe211b822ce20b.md","content_hash":"a9aa7cf2bd1a05392c9783208a2316e47c94abbc92ef66ccb79563a16d16dbe8","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit library_name: LongCat-Flash-Thinking-2601 pipeline_tag: text-generation tags: - transformers --- LongCat-Flash-Thinking-2601 <div align=\"center\"> <img src=\"https://raw.githubusercontent.com/meituan-longcat/LongCat-Flash-Chat/main/figures/longcat_logo.svg\" width=\"45%\" alt=\"LongCat-Flash\" /> </div> <hr> <div align=\"center\" style=\"line-height: 1;\"> <a href=\"https://longcat.ai/\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Chat\" src=\"https://img.shields.io/badge/🤖%20Chat-LongCat--Flash--Thinking-ADFF2F?color=29E154&logoColor=white\" fill-opacity=\"1\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://huggingface.co/meituan-longcat\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Hugging Face\" src=\"https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-LongCat-ffc107?color=ffc107&logoColor=white\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://www.modelscope.cn/models/meituan-longcat/LongCat-Flash-Thinking-2601\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"ModelScope\" src=\"https://img.shields.io/badge/ModelScope-LongCat-blue\" style=\"display: inline-block; vertical-align: middle;\"/> </a> </div> <div..."},"evidence_pages":[{"url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601/raw/main/README.md","final_url":"https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601/raw/main/README.md","title":"meituan-longcat/LongCat-Flash-Thinking-2601 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:46.575605+00:00","bytes":19570,"raw_path":"492c3caca01519a200fe42c431f20bdeaff3df05fec2af7159fe211b822ce20b.md","content_hash":"a9aa7cf2bd1a05392c9783208a2316e47c94abbc92ef66ccb79563a16d16dbe8","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit library_name: LongCat-Flash-Thinking-2601 pipeline_tag: text-generation tags: - transformers --- LongCat-Flash-Thinking-2601 <div align=\"center\"> <img src=\"https://raw.githubusercontent.com/meituan-longcat/LongCat-Flash-Chat/main/figures/longcat_logo.svg\" width=\"45%\" alt=\"LongCat-Flash\" /> </div> <hr> <div align=\"center\" style=\"line-height: 1;\"> <a href=\"https://longcat.ai/\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Chat\" src=\"https://img.shields.io/badge/🤖%20Chat-LongCat--Flash--Thinking-ADFF2F?color=29E154&logoColor=white\" fill-opacity=\"1\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://huggingface.co/meituan-longcat\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Hugging Face\" src=\"https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-LongCat-ffc107?color=ffc107&logoColor=white\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://www.modelscope.cn/models/meituan-longcat/LongCat-Flash-Thinking-2601\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"ModelScope\" src=\"https://img.shields.io/badge/ModelScope-LongCat-blue\" style=\"display: inline-block; vertical-align: middle;\"/> </a> </div> <div..."}],"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"}]}