{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/Ming","description":"InclusionAI (Ant Group) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4e634387-b24f-4ca6-bc57-34cc16764285","json_url":"https://onlylabs.fyi/signals/4e634387-b24f-4ca6-bc57-34cc16764285/signal.json","generated_at":"2026-06-11T03:18:01.818871+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/4e634387-b24f-4ca6-bc57-34cc16764285","signal_json":"https://onlylabs.fyi/signals/4e634387-b24f-4ca6-bc57-34cc16764285/signal.json","source":"https://github.com/inclusionAI/Ming","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/Ming (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/Ming · language Jupyter Notebook · New repo with moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/inclusionAI/Ming","source_host":"github.com","occurred_at":"2025-04-21T07:39:03+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"InclusionAI (Ant Group)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"inclusionAI/Ming","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"656","source":"traction"},{"label":"Notability","value":"New repo with moderate stars","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"}],"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://github.com/inclusionAI/Ming"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:18:01.818871+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4e634387-b24f-4ca6-bc57-34cc16764285/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/4e634387-b24f-4ca6-bc57-34cc16764285/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/Ming","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":null,"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 repo signal \"inclusionAI/Ming\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/Ming","text":"InclusionAI (Ant Group) published repo inclusionAI/Ming."},{"subject":"inclusionAI/Ming","predicate":"is classified as","object":"repo signal","text":"inclusionAI/Ming is classified as repo signal."},{"subject":"inclusionAI/Ming","predicate":"belongs to","object":"repos desk","text":"inclusionAI/Ming belongs to repos desk."},{"subject":"inclusionAI/Ming","predicate":"has context","object":"Jupyter Notebook","text":"inclusionAI/Ming has context Jupyter Notebook."},{"subject":"inclusionAI/Ming","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Ming has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/Ming","predicate":"has captured page count","object":"1","text":"inclusionAI/Ming has captured page count 1."},{"subject":"inclusionAI/Ming","predicate":"has readable page count","object":"1","text":"inclusionAI/Ming has readable page count 1."},{"subject":"inclusionAI/Ming","predicate":"has related signal count","object":"6","text":"inclusionAI/Ming has related signal count 6."},{"subject":"inclusionAI/Ming","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"inclusionAI/Ming has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"inclusionAI/Ming","predicate":"has source host","object":"github.com","text":"inclusionAI/Ming has source host github.com."},{"subject":"inclusionAI/Ming","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/Ming has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/Ming","predicate":"has signal desk","object":"repos","text":"inclusionAI/Ming has signal desk repos."},{"subject":"inclusionAI/Ming","predicate":"has source host","object":"github.com","text":"inclusionAI/Ming has source host github.com."},{"subject":"inclusionAI/Ming","predicate":"has repository","object":"inclusionAI/Ming","text":"inclusionAI/Ming has repository inclusionAI/Ming."},{"subject":"inclusionAI/Ming","predicate":"has language","object":"Jupyter Notebook","text":"inclusionAI/Ming has language Jupyter Notebook."},{"subject":"inclusionAI/Ming","predicate":"has stars","object":"656","text":"inclusionAI/Ming has stars 656."},{"subject":"inclusionAI/Ming","predicate":"has notability","object":"New repo with moderate stars","text":"inclusionAI/Ming has notability New repo with moderate stars."},{"subject":"inclusionAI/Ming","predicate":"has watch term","object":"Eval methodology","text":"inclusionAI/Ming has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"InclusionAI (Ant Group) published inclusionAI/Ming (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/Ming · language Jupyter Notebook · New repo with moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/Ming","text":"InclusionAI (Ant Group) published repo inclusionAI/Ming."},{"subject":"inclusionAI/Ming","predicate":"is classified as","object":"repo signal","text":"inclusionAI/Ming is classified as repo signal."},{"subject":"inclusionAI/Ming","predicate":"belongs to","object":"repos desk","text":"inclusionAI/Ming belongs to repos desk."},{"subject":"inclusionAI/Ming","predicate":"has context","object":"Jupyter Notebook","text":"inclusionAI/Ming has context Jupyter Notebook."},{"subject":"inclusionAI/Ming","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Ming has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4e634387-b24f-4ca6-bc57-34cc16764285","url":"https://onlylabs.fyi/signals/4e634387-b24f-4ca6-bc57-34cc16764285","json_url":"https://onlylabs.fyi/signals/4e634387-b24f-4ca6-bc57-34cc16764285/signal.json","source_url":"https://github.com/inclusionAI/Ming","title":"inclusionAI/Ming","summary":"InclusionAI (Ant Group) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2025-04-21T07:39:03+00:00","first_seen_at":"2026-06-05T22:32:24.915565+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://github.com/inclusionAI/Ming"]},"facets":{"repo":"inclusionAI/Ming","language":"Jupyter Notebook"},"traction":{"github_stars":656,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/inclusionAI/Ming","final_url":"https://github.com/inclusionAI/Ming","title":"inclusionAI/Ming repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:01.818871+00:00","bytes":19045,"raw_path":"1f2ebc1936a2a3863d1a9ca584cf37303abf87cd0191a27270e98f65c9e23876.json","content_hash":"b48bee649b45dbade38d3dd75b27f04f1ca5103ad17a383374d11ad006d28d19","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/Ming Description: Ming - facilitating advanced multimodal understanding and generation capabilities built upon the Ling LLM. Language: Jupyter Notebook License: MIT Stars: 656 Forks: 58 Open issues: 25 Created: 2025-04-21T07:39:03Z Pushed: 2026-03-17T11:55:16Z Default branch: main Fork: no Archived: no README: Ming-flash-omni 2.0 <p align=\"center\"> <img src=\"https://mdn.alipayobjects.com/huamei_drbxn1/afts/img/YLAgT5MSnLwAAAAAQXAAAAgADkliAQFr/original\" width=\"100\"/> <p> <p align=\"center\">📑 <a href=\"https://arxiv.org/abs/2506.09344\">Technical Report</a>｜🤗 <a href=\"https://huggingface.co/inclusionAI/Ming-flash-omni-2.0\">Hugging Face</a>｜ 🤖 <a href=\"https://www.modelscope.cn/models/inclusionAI/Ming-flash-omni-2.0\">ModelScope</a> Introduction The newly released Ming-flash-omni 2.0 leverages the [Ling-2.0](https://github.com/inclusionAI/Ling-V2) architecture—a Mixture-of-Experts (MoE) framework comprising 100B total and 6B active parameters. Representing a generational advancement over its predecessor, it establishes new State-of-the-Art (SOTA) benchmarks among open-source omni-MLLMs. Ming-flash-omni 2.0 effectively synergizes foundational abilities with specialized..."},"evidence_pages":[{"url":"https://github.com/inclusionAI/Ming","final_url":"https://github.com/inclusionAI/Ming","title":"inclusionAI/Ming repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:01.818871+00:00","bytes":19045,"raw_path":"1f2ebc1936a2a3863d1a9ca584cf37303abf87cd0191a27270e98f65c9e23876.json","content_hash":"b48bee649b45dbade38d3dd75b27f04f1ca5103ad17a383374d11ad006d28d19","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/Ming Description: Ming - facilitating advanced multimodal understanding and generation capabilities built upon the Ling LLM. Language: Jupyter Notebook License: MIT Stars: 656 Forks: 58 Open issues: 25 Created: 2025-04-21T07:39:03Z Pushed: 2026-03-17T11:55:16Z Default branch: main Fork: no Archived: no README: Ming-flash-omni 2.0 <p align=\"center\"> <img src=\"https://mdn.alipayobjects.com/huamei_drbxn1/afts/img/YLAgT5MSnLwAAAAAQXAAAAgADkliAQFr/original\" width=\"100\"/> <p> <p align=\"center\">📑 <a href=\"https://arxiv.org/abs/2506.09344\">Technical Report</a>｜🤗 <a href=\"https://huggingface.co/inclusionAI/Ming-flash-omni-2.0\">Hugging Face</a>｜ 🤖 <a href=\"https://www.modelscope.cn/models/inclusionAI/Ming-flash-omni-2.0\">ModelScope</a> Introduction The newly released Ming-flash-omni 2.0 leverages the [Ling-2.0](https://github.com/inclusionAI/Ling-V2) architecture—a Mixture-of-Experts (MoE) framework comprising 100B total and 6B active parameters. Representing a generational advancement over its predecessor, it establishes new State-of-the-Art (SOTA) benchmarks among open-source omni-MLLMs. Ming-flash-omni 2.0 effectively synergizes foundational abilities with specialized..."}],"related_signals":[{"id":"275d30a7-26c0-4331-8e3b-fcc34b6af9ef","url":"https://onlylabs.fyi/signals/275d30a7-26c0-4331-8e3b-fcc34b6af9ef","source_url":"https://github.com/inclusionAI/ARGenSeg","title":"inclusionAI/ARGenSeg","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-05-14T15:36:42+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"1817732d-ce18-4e4f-a139-c3fb5e507a49","url":"https://onlylabs.fyi/signals/1817732d-ce18-4e4f-a139-c3fb5e507a49","source_url":"https://github.com/inclusionAI/DR-Venus","title":"inclusionAI/DR-Venus","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-20T09:31:31+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"9a21494b-5ba2-424e-87c9-16abaf1356a3","url":"https://onlylabs.fyi/signals/9a21494b-5ba2-424e-87c9-16abaf1356a3","source_url":"https://github.com/inclusionAI/LLaDA2.0-Uni","title":"inclusionAI/LLaDA2.0-Uni","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-17T08:48:24+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"de8b40c9-261c-48b6-a3c5-5012b2eb971b","url":"https://onlylabs.fyi/signals/de8b40c9-261c-48b6-a3c5-5012b2eb971b","source_url":"https://github.com/inclusionAI/TC-AE","title":"inclusionAI/TC-AE","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-07T09:26:43+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"f4b1629a-a734-48e8-be6b-7f9e4b5525b6","url":"https://onlylabs.fyi/signals/f4b1629a-a734-48e8-be6b-7f9e4b5525b6","source_url":"https://github.com/inclusionAI/cuLA","title":"inclusionAI/cuLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-02T07:05:32+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"42164c78-e9e2-4639-b3d1-59d6b3e133e4","url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4","source_url":"https://github.com/inclusionAI/Zooming-without-Zooming","title":"inclusionAI/Zooming-without-Zooming","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-02-12T08:14:14+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"}]}