{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/Qwen3-VL","description":"Qwen (Alibaba Cloud) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b","json_url":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b/signal.json","generated_at":"2026-06-11T03:59:04.592791+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b","signal_json":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b/signal.json","source":"https://github.com/QwenLM/Qwen3-VL","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published QwenLM/Qwen3-VL (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 QwenLM/Qwen3-VL · language Jupyter Notebook · High traction new flagship VL model repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/QwenLM/Qwen3-VL","source_host":"github.com","occurred_at":"2024-08-29T08:30:38+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"QwenLM/Qwen3-VL","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"19,353","source":"traction"},{"label":"Notability","value":"High traction new flagship VL model repo","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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://github.com/QwenLM/Qwen3-VL"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:59:04.592791+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b/signal.json","dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/Qwen3-VL","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/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 Qwen (Alibaba Cloud)'s repo signal \"QwenLM/Qwen3-VL\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/Qwen3-VL","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen3-VL."},{"subject":"QwenLM/Qwen3-VL","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen3-VL is classified as repo signal."},{"subject":"QwenLM/Qwen3-VL","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen3-VL belongs to repos desk."},{"subject":"QwenLM/Qwen3-VL","predicate":"has context","object":"Jupyter Notebook","text":"QwenLM/Qwen3-VL has context Jupyter Notebook."},{"subject":"QwenLM/Qwen3-VL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen3-VL has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/Qwen3-VL","predicate":"has captured page count","object":"1","text":"QwenLM/Qwen3-VL has captured page count 1."},{"subject":"QwenLM/Qwen3-VL","predicate":"has readable page count","object":"1","text":"QwenLM/Qwen3-VL has readable page count 1."},{"subject":"QwenLM/Qwen3-VL","predicate":"has related signal count","object":"6","text":"QwenLM/Qwen3-VL has related signal count 6."},{"subject":"QwenLM/Qwen3-VL","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":"QwenLM/Qwen3-VL 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":"QwenLM/Qwen3-VL","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen3-VL has source host github.com."},{"subject":"QwenLM/Qwen3-VL","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/Qwen3-VL has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/Qwen3-VL","predicate":"has signal desk","object":"repos","text":"QwenLM/Qwen3-VL has signal desk repos."},{"subject":"QwenLM/Qwen3-VL","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen3-VL has source host github.com."},{"subject":"QwenLM/Qwen3-VL","predicate":"has repository","object":"QwenLM/Qwen3-VL","text":"QwenLM/Qwen3-VL has repository QwenLM/Qwen3-VL."},{"subject":"QwenLM/Qwen3-VL","predicate":"has language","object":"Jupyter Notebook","text":"QwenLM/Qwen3-VL has language Jupyter Notebook."},{"subject":"QwenLM/Qwen3-VL","predicate":"has stars","object":"19,353","text":"QwenLM/Qwen3-VL has stars 19,353."},{"subject":"QwenLM/Qwen3-VL","predicate":"has notability","object":"High traction new flagship VL model repo","text":"QwenLM/Qwen3-VL has notability High traction new flagship VL model repo."},{"subject":"QwenLM/Qwen3-VL","predicate":"has watch term","object":"Model card","text":"QwenLM/Qwen3-VL has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/Qwen3-VL (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 QwenLM/Qwen3-VL · language Jupyter Notebook · High traction new flagship VL model repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/Qwen3-VL","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen3-VL."},{"subject":"QwenLM/Qwen3-VL","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen3-VL is classified as repo signal."},{"subject":"QwenLM/Qwen3-VL","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen3-VL belongs to repos desk."},{"subject":"QwenLM/Qwen3-VL","predicate":"has context","object":"Jupyter Notebook","text":"QwenLM/Qwen3-VL has context Jupyter Notebook."},{"subject":"QwenLM/Qwen3-VL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen3-VL has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3900272b-9582-410b-b4bb-e27ba64feb1b","url":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b","json_url":"https://onlylabs.fyi/signals/3900272b-9582-410b-b4bb-e27ba64feb1b/signal.json","source_url":"https://github.com/QwenLM/Qwen3-VL","title":"QwenLM/Qwen3-VL","summary":"Qwen (Alibaba Cloud) 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":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2024-08-29T08:30:38+00:00","first_seen_at":"2026-06-05T05:42:59.154483+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/QwenLM/Qwen3-VL"]},"facets":{"repo":"QwenLM/Qwen3-VL","language":"Jupyter Notebook"},"traction":{"github_stars":19353,"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/QwenLM/Qwen3-VL","final_url":"https://github.com/QwenLM/Qwen3-VL","title":"QwenLM/Qwen3-VL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:04.592791+00:00","bytes":58638,"raw_path":"88d1db358c011b9ccd18f288bf023fa3c3d03d56f6cc085803f3f5998919f6da.json","content_hash":"8b6f5c39f0dcf38a722907c5a38302adc10ed509fe6c9604ec0982a405b4b6f4","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/Qwen3-VL Description: Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud. Language: Jupyter Notebook License: Apache-2.0 Stars: 19353 Forks: 1783 Open issues: 413 Created: 2024-08-29T08:30:38Z Pushed: 2026-01-30T04:47:30Z Default branch: main Fork: no Archived: no README: Qwen3-VL <p align=\"center\"> <img src=\"https://qianwen-res.oss-accelerate.aliyuncs.com/Qwen3-VL/qwen3vllogo.png\" width=\"400\"/> <p> <p align=\"center\"> 💜 <a href=\"https://chat.qwenlm.ai/\"><b>Qwen Chat</b></a>&nbsp&nbsp | &nbsp&nbsp🤗 <a href=\"https://huggingface.co/collections/Qwen/qwen3-vl-68d2a7c1b8a8afce4ebd2dbe\">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href=\"https://modelscope.cn/collections/Qwen3-VL-5c7a94c8cb144b\">ModelScope</a>&nbsp&nbsp | &nbsp&nbsp📑 <a href=\"https://qwen.ai/blog?id=99f0335c4ad9ff6153e517418d48535ab6d8afef&from=research.latest-advancements-list\">Blog</a>&nbsp&nbsp | &nbsp&nbsp📚 <a href=\"https://github.com/QwenLM/Qwen3-VL/tree/main/cookbooks\">Cookbooks</a>&nbsp&nbsp | &nbsp&nbsp📑 <a href=\"https://arxiv.org/pdf/2511.21631\">Paper</a>&nbsp&nbsp <br> 🖥️ <a href=\"https://huggingface.co/spaces/Qwen/Qwen3-VL-Demo\">Demo</a>&nbsp&nbsp |..."},"evidence_pages":[{"url":"https://github.com/QwenLM/Qwen3-VL","final_url":"https://github.com/QwenLM/Qwen3-VL","title":"QwenLM/Qwen3-VL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:04.592791+00:00","bytes":58638,"raw_path":"88d1db358c011b9ccd18f288bf023fa3c3d03d56f6cc085803f3f5998919f6da.json","content_hash":"8b6f5c39f0dcf38a722907c5a38302adc10ed509fe6c9604ec0982a405b4b6f4","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/Qwen3-VL Description: Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud. Language: Jupyter Notebook License: Apache-2.0 Stars: 19353 Forks: 1783 Open issues: 413 Created: 2024-08-29T08:30:38Z Pushed: 2026-01-30T04:47:30Z Default branch: main Fork: no Archived: no README: Qwen3-VL <p align=\"center\"> <img src=\"https://qianwen-res.oss-accelerate.aliyuncs.com/Qwen3-VL/qwen3vllogo.png\" width=\"400\"/> <p> <p align=\"center\"> 💜 <a href=\"https://chat.qwenlm.ai/\"><b>Qwen Chat</b></a>&nbsp&nbsp | &nbsp&nbsp🤗 <a href=\"https://huggingface.co/collections/Qwen/qwen3-vl-68d2a7c1b8a8afce4ebd2dbe\">Hugging Face</a>&nbsp&nbsp | &nbsp&nbsp🤖 <a href=\"https://modelscope.cn/collections/Qwen3-VL-5c7a94c8cb144b\">ModelScope</a>&nbsp&nbsp | &nbsp&nbsp📑 <a href=\"https://qwen.ai/blog?id=99f0335c4ad9ff6153e517418d48535ab6d8afef&from=research.latest-advancements-list\">Blog</a>&nbsp&nbsp | &nbsp&nbsp📚 <a href=\"https://github.com/QwenLM/Qwen3-VL/tree/main/cookbooks\">Cookbooks</a>&nbsp&nbsp | &nbsp&nbsp📑 <a href=\"https://arxiv.org/pdf/2511.21631\">Paper</a>&nbsp&nbsp <br> 🖥️ <a href=\"https://huggingface.co/spaces/Qwen/Qwen3-VL-Demo\">Demo</a>&nbsp&nbsp |..."}],"related_signals":[{"id":"cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","url":"https://onlylabs.fyi/signals/cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","source_url":"https://github.com/QwenLM/open-computer-use","title":"QwenLM/open-computer-use","context":"Swift","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-06-01T08:10:48+00:00","first_seen_at":"2026-06-09T07:00:19.904658+00:00","date_source":"source"},{"id":"ed913285-e7b2-4360-9597-781340861ca6","url":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6","source_url":"https://github.com/QwenLM/Qwen-VLA","title":"QwenLM/Qwen-VLA","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-05-28T03:46:53+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"34eb5dfd-321d-4e8f-b0da-49498c12414c","url":"https://onlylabs.fyi/signals/34eb5dfd-321d-4e8f-b0da-49498c12414c","source_url":"https://github.com/QwenLM/Qwen-Image-Bench","title":"QwenLM/Qwen-Image-Bench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-05-21T03:41:40+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"95d8ede7-9114-4665-8daa-a0da982f875a","url":"https://onlylabs.fyi/signals/95d8ede7-9114-4665-8daa-a0da982f875a","source_url":"https://github.com/QwenLM/FlashQLA","title":"QwenLM/FlashQLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-24T09:18:05+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"e8c7f065-45a3-4af3-99ae-0c71de12ade9","url":"https://onlylabs.fyi/signals/e8c7f065-45a3-4af3-99ae-0c71de12ade9","source_url":"https://github.com/QwenLM/WebWorld","title":"QwenLM/WebWorld","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-02-13T14:02:59+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"d44d7358-ccf7-4e31-b8a3-253b62d26b31","url":"https://onlylabs.fyi/signals/d44d7358-ccf7-4e31-b8a3-253b62d26b31","source_url":"https://github.com/QwenLM/RationaleRM","title":"QwenLM/RationaleRM","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-02-02T14:15:02+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"}]}