{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/flood","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/3d680005-26dc-4430-a9dd-e8b21f86f7af","json_url":"https://onlylabs.fyi/signals/3d680005-26dc-4430-a9dd-e8b21f86f7af/signal.json","generated_at":"2026-06-11T02:53:12.739805+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/3d680005-26dc-4430-a9dd-e8b21f86f7af","signal_json":"https://onlylabs.fyi/signals/3d680005-26dc-4430-a9dd-e8b21f86f7af/signal.json","source":"https://github.com/inclusionAI/flood","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/flood (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/flood · language Python · New repo, low 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/flood","source_host":"github.com","occurred_at":"2026-01-30T07:55:56+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source","context":"Python"},"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/flood","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"16","source":"traction"},{"label":"Notability","value":"New repo, low stars","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"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/flood"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:12.739805+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3d680005-26dc-4430-a9dd-e8b21f86f7af/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/3d680005-26dc-4430-a9dd-e8b21f86f7af/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/flood","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/flood\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/flood","text":"InclusionAI (Ant Group) published repo inclusionAI/flood."},{"subject":"inclusionAI/flood","predicate":"is classified as","object":"repo signal","text":"inclusionAI/flood is classified as repo signal."},{"subject":"inclusionAI/flood","predicate":"belongs to","object":"repos desk","text":"inclusionAI/flood belongs to repos desk."},{"subject":"inclusionAI/flood","predicate":"has context","object":"Python","text":"inclusionAI/flood has context Python."},{"subject":"inclusionAI/flood","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/flood has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/flood","predicate":"has captured page count","object":"1","text":"inclusionAI/flood has captured page count 1."},{"subject":"inclusionAI/flood","predicate":"has readable page count","object":"1","text":"inclusionAI/flood has readable page count 1."},{"subject":"inclusionAI/flood","predicate":"has related signal count","object":"6","text":"inclusionAI/flood has related signal count 6."},{"subject":"inclusionAI/flood","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/flood 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/flood","predicate":"has source host","object":"github.com","text":"inclusionAI/flood has source host github.com."},{"subject":"inclusionAI/flood","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/flood has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/flood","predicate":"has signal desk","object":"repos","text":"inclusionAI/flood has signal desk repos."},{"subject":"inclusionAI/flood","predicate":"has source host","object":"github.com","text":"inclusionAI/flood has source host github.com."},{"subject":"inclusionAI/flood","predicate":"has repository","object":"inclusionAI/flood","text":"inclusionAI/flood has repository inclusionAI/flood."},{"subject":"inclusionAI/flood","predicate":"has language","object":"Python","text":"inclusionAI/flood has language Python."},{"subject":"inclusionAI/flood","predicate":"has stars","object":"16","text":"inclusionAI/flood has stars 16."},{"subject":"inclusionAI/flood","predicate":"has notability","object":"New repo, low stars","text":"inclusionAI/flood has notability New repo, low stars."},{"subject":"inclusionAI/flood","predicate":"has watch term","object":"Eval methodology","text":"inclusionAI/flood has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"InclusionAI (Ant Group) published inclusionAI/flood (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/flood · language Python · New repo, low 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/flood","text":"InclusionAI (Ant Group) published repo inclusionAI/flood."},{"subject":"inclusionAI/flood","predicate":"is classified as","object":"repo signal","text":"inclusionAI/flood is classified as repo signal."},{"subject":"inclusionAI/flood","predicate":"belongs to","object":"repos desk","text":"inclusionAI/flood belongs to repos desk."},{"subject":"inclusionAI/flood","predicate":"has context","object":"Python","text":"inclusionAI/flood has context Python."},{"subject":"inclusionAI/flood","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/flood has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3d680005-26dc-4430-a9dd-e8b21f86f7af","url":"https://onlylabs.fyi/signals/3d680005-26dc-4430-a9dd-e8b21f86f7af","json_url":"https://onlylabs.fyi/signals/3d680005-26dc-4430-a9dd-e8b21f86f7af/signal.json","source_url":"https://github.com/inclusionAI/flood","title":"inclusionAI/flood","summary":"InclusionAI (Ant Group) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-01-30T07:55:56+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/flood"]},"facets":{"repo":"inclusionAI/flood","language":"Python"},"traction":{"github_stars":16,"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/flood","final_url":"https://github.com/inclusionAI/flood","title":"inclusionAI/flood repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:12.739805+00:00","bytes":13384,"raw_path":"424f262bfb695807316509c1816876126482da7a85fafc5af58575c441373891.json","content_hash":"4fa9a16ae1fb996c32df02f344160a1fc5141e6070cbdc63ae801564a4d11977","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/flood Language: Python Stars: 16 Forks: 0 Open issues: 0 Created: 2026-01-30T07:55:56Z Pushed: 2026-02-26T06:55:48Z Default branch: main Fork: no Archived: no README: <h1 align=\"center\">FLOOD</h1> <p align=\"center\"> FLOOD, a throughput-oriented framework with pipeline parallism and segmentable cache. </p> *News or Update* 🔥 - [2025/10] We support for Lookahead in hybrid linear models, including [Ring-mini-linear-2.0](https://huggingface.co/inclusionAI/Ring-mini-linear-2.0) and [Ring-flash-linear-2.0](https://huggingface.co/inclusionAI/Ring-flash-linear-2.0). - [2025/09] We release segment linear attention for better performance. - [2025/05] We integrade Lookahead into FLOOD. - [2025/03] We release the code of our inference framework `FLOOD`. Introduction Flood is a highly effective inference framework designed for offline applications. It employs a pipeline parallelism (PP) approach to minimize communication costs associated with tensor parallelism (TP). This framework incorporates advanced scheduling strategies tailored for offline inference processes to optimize GPU utilization to its fullest potential. Furthermore, Flood utilizes segmentable blocks instead of paged..."},"evidence_pages":[{"url":"https://github.com/inclusionAI/flood","final_url":"https://github.com/inclusionAI/flood","title":"inclusionAI/flood repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:12.739805+00:00","bytes":13384,"raw_path":"424f262bfb695807316509c1816876126482da7a85fafc5af58575c441373891.json","content_hash":"4fa9a16ae1fb996c32df02f344160a1fc5141e6070cbdc63ae801564a4d11977","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/flood Language: Python Stars: 16 Forks: 0 Open issues: 0 Created: 2026-01-30T07:55:56Z Pushed: 2026-02-26T06:55:48Z Default branch: main Fork: no Archived: no README: <h1 align=\"center\">FLOOD</h1> <p align=\"center\"> FLOOD, a throughput-oriented framework with pipeline parallism and segmentable cache. </p> *News or Update* 🔥 - [2025/10] We support for Lookahead in hybrid linear models, including [Ring-mini-linear-2.0](https://huggingface.co/inclusionAI/Ring-mini-linear-2.0) and [Ring-flash-linear-2.0](https://huggingface.co/inclusionAI/Ring-flash-linear-2.0). - [2025/09] We release segment linear attention for better performance. - [2025/05] We integrade Lookahead into FLOOD. - [2025/03] We release the code of our inference framework `FLOOD`. Introduction Flood is a highly effective inference framework designed for offline applications. It employs a pipeline parallelism (PP) approach to minimize communication costs associated with tensor parallelism (TP). This framework incorporates advanced scheduling strategies tailored for offline inference processes to optimize GPU utilization to its fullest potential. Furthermore, Flood utilizes segmentable blocks instead of paged..."}],"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"}]}