{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Model: inclusionAI/LBS-27B","description":"InclusionAI (Ant Group) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ca39a847-54ca-4ed0-8c8c-d1f22e55788b","json_url":"https://onlylabs.fyi/signals/ca39a847-54ca-4ed0-8c8c-d1f22e55788b/signal.json","generated_at":"2026-10-26T23:36:35.918Z","evidence_latest_fetched_at":"2026-10-26T07:20:25.188334+00:00","signal_first_seen_at":"2026-10-26T07:20:09.802461+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ca39a847-54ca-4ed0-8c8c-d1f22e55788b","signal_json":"https://onlylabs.fyi/signals/ca39a847-54ca-4ed0-8c8c-d1f22e55788b/signal.json","source":"https://huggingface.co/inclusionAI/LBS-27B","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/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":"InclusionAI (Ant Group) published inclusionAI/LBS-27B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 0 HF downloads · Likely an open-source 27B-parameter language model.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/inclusionAI/LBS-27B","source_host":"huggingface.co","occurred_at":"2026-10-26T05:36:52+00:00","first_seen_at":"2026-10-26T07:20:09.802461+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"InclusionAI (Ant Group)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Downloads","value":"0","source":"traction"},{"label":"Likes","value":"1","source":"traction"},{"label":"Context","value":"Likely an open-source 27B-parameter language model.","source":"signal"},{"label":"Notability","value":"Open 27B model release, not frontier, moderate traction.","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"}],"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/inclusionAI/LBS-27B/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-26T07:20:25.188334+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ca39a847-54ca-4ed0-8c8c-d1f22e55788b/signal.json","dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/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/ca39a847-54ca-4ed0-8c8c-d1f22e55788b/signal.json","required":true},{"label":"source","url":"https://huggingface.co/inclusionAI/LBS-27B","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/inclusionai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/inclusionai/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 InclusionAI (Ant Group)'s model signal \"inclusionAI/LBS-27B\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published model","object":"inclusionAI/LBS-27B","text":"InclusionAI (Ant Group) published model inclusionAI/LBS-27B."},{"subject":"inclusionAI/LBS-27B","predicate":"is classified as","object":"model signal","text":"inclusionAI/LBS-27B is classified as model signal."},{"subject":"inclusionAI/LBS-27B","predicate":"belongs to","object":"releases desk","text":"inclusionAI/LBS-27B belongs to releases desk."},{"subject":"inclusionAI/LBS-27B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/LBS-27B has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/LBS-27B","predicate":"has captured page count","object":"1","text":"inclusionAI/LBS-27B has captured page count 1."},{"subject":"inclusionAI/LBS-27B","predicate":"has readable page count","object":"1","text":"inclusionAI/LBS-27B has readable page count 1."},{"subject":"inclusionAI/LBS-27B","predicate":"has related signal count","object":"6","text":"inclusionAI/LBS-27B has related signal count 6."},{"subject":"inclusionAI/LBS-27B","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":"inclusionAI/LBS-27B has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"inclusionAI/LBS-27B","predicate":"has source host","object":"huggingface.co","text":"inclusionAI/LBS-27B has source host huggingface.co."},{"subject":"inclusionAI/LBS-27B","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/LBS-27B has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/LBS-27B","predicate":"has signal desk","object":"releases","text":"inclusionAI/LBS-27B has signal desk releases."},{"subject":"inclusionAI/LBS-27B","predicate":"has source host","object":"huggingface.co","text":"inclusionAI/LBS-27B has source host huggingface.co."},{"subject":"inclusionAI/LBS-27B","predicate":"has license","object":"apache-2.0","text":"inclusionAI/LBS-27B has license apache-2.0."},{"subject":"inclusionAI/LBS-27B","predicate":"has downloads","object":"0","text":"inclusionAI/LBS-27B has downloads 0."},{"subject":"inclusionAI/LBS-27B","predicate":"has likes","object":"1","text":"inclusionAI/LBS-27B has likes 1."},{"subject":"inclusionAI/LBS-27B","predicate":"has context","object":"Likely an open-source 27B-parameter language model.","text":"inclusionAI/LBS-27B has context Likely an open-source 27B-parameter language model.."},{"subject":"inclusionAI/LBS-27B","predicate":"has notability","object":"Open 27B model release, not frontier, moderate traction.","text":"inclusionAI/LBS-27B has notability Open 27B model release, not frontier, moderate traction.."}]},"intelligence":{"signal_desk":"releases","answer":"InclusionAI (Ant Group) published inclusionAI/LBS-27B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 0 HF downloads · Likely an open-source 27B-parameter language model.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published model","object":"inclusionAI/LBS-27B","text":"InclusionAI (Ant Group) published model inclusionAI/LBS-27B."},{"subject":"inclusionAI/LBS-27B","predicate":"is classified as","object":"model signal","text":"inclusionAI/LBS-27B is classified as model signal."},{"subject":"inclusionAI/LBS-27B","predicate":"belongs to","object":"releases desk","text":"inclusionAI/LBS-27B belongs to releases desk."},{"subject":"inclusionAI/LBS-27B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/LBS-27B has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ca39a847-54ca-4ed0-8c8c-d1f22e55788b","url":"https://onlylabs.fyi/signals/ca39a847-54ca-4ed0-8c8c-d1f22e55788b","json_url":"https://onlylabs.fyi/signals/ca39a847-54ca-4ed0-8c8c-d1f22e55788b/signal.json","source_url":"https://huggingface.co/inclusionAI/LBS-27B","title":"inclusionAI/LBS-27B","summary":"InclusionAI (Ant Group) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-26T05:36:52+00:00","first_seen_at":"2026-10-26T07:20:09.802461+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/inclusionAI/LBS-27B/raw/main/README.md"]},"facets":{"license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":0,"hf_likes":1},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://huggingface.co/inclusionAI/LBS-27B/raw/main/README.md","final_url":"https://huggingface.co/inclusionAI/LBS-27B/raw/main/README.md","title":"inclusionAI/LBS-27B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-10-26T07:20:25.188334+00:00","bytes":28,"raw_path":"35d14231d974ca31b81f82b5f8435cbe808ef475cc485b05d3dfe0b88a312a57.md","content_hash":"98b45ea81164d1e1a1dd82255207053b15cd6c69d922a1c5cf3387ce604d4b74","excerpt_chars":1200,"truncated":false,"excerpt":null},"evidence_pages":[],"related_signals":[{"id":"7117ead3-e0e5-48de-ae8a-197ca9e3c602","url":"https://onlylabs.fyi/signals/7117ead3-e0e5-48de-ae8a-197ca9e3c602","source_url":"https://huggingface.co/inclusionAI/Ling-3.0-tiny-UBTree","title":"inclusionAI/Ling-3.0-tiny-UBTree","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-21T13:49:29+00:00","first_seen_at":"2026-10-22T07:20:10.304155+00:00","date_source":"source"},{"id":"e76ae29d-6f1d-4b5d-a5cd-ac5e58f51710","url":"https://onlylabs.fyi/signals/e76ae29d-6f1d-4b5d-a5cd-ac5e58f51710","source_url":"https://huggingface.co/inclusionAI/Ling-3.0-flash-Sante","title":"inclusionAI/Ling-3.0-flash-Sante","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-19T17:30:04+00:00","first_seen_at":"2026-10-23T07:20:10.030052+00:00","date_source":"source"},{"id":"6617897e-54b9-49fc-ae6b-962a0c4aac89","url":"https://onlylabs.fyi/signals/6617897e-54b9-49fc-ae6b-962a0c4aac89","source_url":"https://huggingface.co/inclusionAI/Ling-3.0-flash-UBTree","title":"inclusionAI/Ling-3.0-flash-UBTree","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-14T10:39:01+00:00","first_seen_at":"2026-10-22T07:20:10.304155+00:00","date_source":"source"},{"id":"5e3c225c-c273-45bc-ba74-25f714f052ec","url":"https://onlylabs.fyi/signals/5e3c225c-c273-45bc-ba74-25f714f052ec","source_url":"https://huggingface.co/inclusionAI/Ming-3.0-asr-tiny","title":"inclusionAI/Ming-3.0-asr-tiny","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-14T09:27:09+00:00","first_seen_at":"2026-10-20T07:20:10.951902+00:00","date_source":"source"},{"id":"1e903755-646f-48e8-82e1-705656924756","url":"https://onlylabs.fyi/signals/1e903755-646f-48e8-82e1-705656924756","source_url":"https://huggingface.co/inclusionAI/Ling-3.1-flash","title":"inclusionAI/Ling-3.1-flash","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-13T11:16:41+00:00","first_seen_at":"2026-10-15T07:20:09.997109+00:00","date_source":"source"},{"id":"2ab26065-789d-46e6-b763-a0f93f4d2700","url":"https://onlylabs.fyi/signals/2ab26065-789d-46e6-b763-a0f93f4d2700","source_url":"https://huggingface.co/inclusionAI/LemonDecider","title":"inclusionAI/LemonDecider","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-05T04:27:12+00:00","first_seen_at":"2026-10-12T07:20:10.044211+00:00","date_source":"source"}]}