{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/Qwen-VLA","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/ed913285-e7b2-4360-9597-781340861ca6","json_url":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6/signal.json","generated_at":"2026-06-11T02:41:52.031266+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/ed913285-e7b2-4360-9597-781340861ca6","signal_json":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6/signal.json","source":"https://github.com/QwenLM/Qwen-VLA","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/Qwen-VLA. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/Qwen-VLA · Notable VLA model from Qwen, moderate traction.. 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/Qwen-VLA","source_host":"github.com","occurred_at":"2026-05-28T03:46:53+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","context":null},"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/Qwen-VLA","source":"source"},{"label":"Stars","value":"556","source":"traction"},{"label":"Notability","value":"Notable VLA model from Qwen, moderate traction.","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/Qwen-VLA"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:41:52.031266+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6/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/ed913285-e7b2-4360-9597-781340861ca6/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/Qwen-VLA","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/Qwen-VLA\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/Qwen-VLA","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen-VLA."},{"subject":"QwenLM/Qwen-VLA","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen-VLA is classified as repo signal."},{"subject":"QwenLM/Qwen-VLA","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen-VLA belongs to repos desk."},{"subject":"QwenLM/Qwen-VLA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen-VLA has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/Qwen-VLA","predicate":"has captured page count","object":"1","text":"QwenLM/Qwen-VLA has captured page count 1."},{"subject":"QwenLM/Qwen-VLA","predicate":"has readable page count","object":"1","text":"QwenLM/Qwen-VLA has readable page count 1."},{"subject":"QwenLM/Qwen-VLA","predicate":"has related signal count","object":"6","text":"QwenLM/Qwen-VLA has related signal count 6."},{"subject":"QwenLM/Qwen-VLA","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/Qwen-VLA 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/Qwen-VLA","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen-VLA has source host github.com."},{"subject":"QwenLM/Qwen-VLA","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/Qwen-VLA has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/Qwen-VLA","predicate":"has signal desk","object":"repos","text":"QwenLM/Qwen-VLA has signal desk repos."},{"subject":"QwenLM/Qwen-VLA","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen-VLA has source host github.com."},{"subject":"QwenLM/Qwen-VLA","predicate":"has repository","object":"QwenLM/Qwen-VLA","text":"QwenLM/Qwen-VLA has repository QwenLM/Qwen-VLA."},{"subject":"QwenLM/Qwen-VLA","predicate":"has stars","object":"556","text":"QwenLM/Qwen-VLA has stars 556."},{"subject":"QwenLM/Qwen-VLA","predicate":"has notability","object":"Notable VLA model from Qwen, moderate traction.","text":"QwenLM/Qwen-VLA has notability Notable VLA model from Qwen, moderate traction.."},{"subject":"QwenLM/Qwen-VLA","predicate":"has watch term","object":"RL environments","text":"QwenLM/Qwen-VLA has watch term RL environments."},{"subject":"QwenLM/Qwen-VLA","predicate":"has watch term","object":"Eval methodology","text":"QwenLM/Qwen-VLA has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/Qwen-VLA. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/Qwen-VLA · Notable VLA model from Qwen, moderate traction.. 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/Qwen-VLA","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen-VLA."},{"subject":"QwenLM/Qwen-VLA","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen-VLA is classified as repo signal."},{"subject":"QwenLM/Qwen-VLA","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen-VLA belongs to repos desk."},{"subject":"QwenLM/Qwen-VLA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen-VLA has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ed913285-e7b2-4360-9597-781340861ca6","url":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6","json_url":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6/signal.json","source_url":"https://github.com/QwenLM/Qwen-VLA","title":"QwenLM/Qwen-VLA","summary":"Qwen (Alibaba Cloud) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","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","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/Qwen-VLA"]},"facets":{"repo":"QwenLM/Qwen-VLA"},"traction":{"github_stars":556,"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/Qwen-VLA","final_url":"https://github.com/QwenLM/Qwen-VLA","title":"QwenLM/Qwen-VLA repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:52.031266+00:00","bytes":13367,"raw_path":"fba4c3c7e52b42ecf2c84cfb5cefead13739f31aaa32bf6b2c796af22920f075.json","content_hash":"ed5df4e599c9a15e1f1715d0185e1deb187b50055d0bbd098c42df04a81d4146","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/Qwen-VLA Description: The official repository of Qwen-VLA Stars: 553 Forks: 20 Open issues: 9 Created: 2026-05-28T03:46:53Z Pushed: 2026-05-29T13:49:38Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <img src=\"assets/qwen-logo.png\" alt=\"Qwen-VLA\" width=\"260\"/> <h1 style=\"border: none;\">Qwen-VLA</h1> <p><b>Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments</b></p> <p align=\"center\"> <b>Qwen Team</b> </p> <p align=\"center\"> <a href=\"https://arxiv.org/abs/2605.30280\">📑 Technical Report</a> | <a href=\"https://qwen.ai/blog?id=qwenvla\">📖 Blog</a> | <a href=\"https://qianwen-res.oss-accelerate.aliyuncs.com/Qwen-VLA/demo.mp4\">🖥️ Demo</a> </p> </div> Welcome to the official repository of **Qwen-VLA**. Here, you can find official information about Qwen-VLA and post your questions ([Issues](https://github.com/QwenLM/Qwen-VLA/issues)). 🎬 Demo <div align=\"center\"> <video src=\"https://github.com/user-attachments/assets/7521d371-a1d5-4743-928d-aa3b5ce7374e\" width=\"100%\" controls></video> </div> 💡 Introduction <div align=\"center\"> <img src=\"assets/qwenvla_overview.png\" alt=\"Qwen-VLA Overview\" width=\"90%\"/> </div> <br>..."},"evidence_pages":[{"url":"https://github.com/QwenLM/Qwen-VLA","final_url":"https://github.com/QwenLM/Qwen-VLA","title":"QwenLM/Qwen-VLA repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:52.031266+00:00","bytes":13367,"raw_path":"fba4c3c7e52b42ecf2c84cfb5cefead13739f31aaa32bf6b2c796af22920f075.json","content_hash":"ed5df4e599c9a15e1f1715d0185e1deb187b50055d0bbd098c42df04a81d4146","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/Qwen-VLA Description: The official repository of Qwen-VLA Stars: 553 Forks: 20 Open issues: 9 Created: 2026-05-28T03:46:53Z Pushed: 2026-05-29T13:49:38Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <img src=\"assets/qwen-logo.png\" alt=\"Qwen-VLA\" width=\"260\"/> <h1 style=\"border: none;\">Qwen-VLA</h1> <p><b>Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments</b></p> <p align=\"center\"> <b>Qwen Team</b> </p> <p align=\"center\"> <a href=\"https://arxiv.org/abs/2605.30280\">📑 Technical Report</a> | <a href=\"https://qwen.ai/blog?id=qwenvla\">📖 Blog</a> | <a href=\"https://qianwen-res.oss-accelerate.aliyuncs.com/Qwen-VLA/demo.mp4\">🖥️ Demo</a> </p> </div> Welcome to the official repository of **Qwen-VLA**. Here, you can find official information about Qwen-VLA and post your questions ([Issues](https://github.com/QwenLM/Qwen-VLA/issues)). 🎬 Demo <div align=\"center\"> <video src=\"https://github.com/user-attachments/assets/7521d371-a1d5-4743-928d-aa3b5ce7374e\" width=\"100%\" controls></video> </div> 💡 Introduction <div align=\"center\"> <img src=\"assets/qwenvla_overview.png\" alt=\"Qwen-VLA Overview\" width=\"90%\"/> </div> <br>..."}],"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":"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"},{"id":"b1c17d5e-d534-4e3f-a3ca-817ab9546bac","url":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac","source_url":"https://github.com/QwenLM/Qwen3-ASR","title":"QwenLM/Qwen3-ASR","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-01-28T05:44:59+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"}]}