{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Writing: Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","description":"Qwen (Alibaba Cloud) writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/7486f019-1c13-4147-915d-0b8aa586f889","json_url":"https://onlylabs.fyi/signals/7486f019-1c13-4147-915d-0b8aa586f889/signal.json","generated_at":"2026-06-07T21:16:23.86575+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/7486f019-1c13-4147-915d-0b8aa586f889","signal_json":"https://onlylabs.fyi/signals/7486f019-1c13-4147-915d-0b8aa586f889/signal.json","source":"https://qwenlm.github.io/blog/qwen2.5-math/","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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published Qwen2.5-Math: The world's leading open-sourced mathematical LLMs. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Major open-source math LLM release · Qwen2.5-Math: The world's leading open-sourced mathematical LLMs | Qwen We have a new blog! View this page at qwen.ai . This page will automatically redirect in 5.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Product and customer in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://qwenlm.github.io/blog/qwen2.5-math/","source_host":"qwenlm.github.io","occurred_at":"2024-09-19T00:00:00.000Z","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"page.visible_date","context":null},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"qwenlm.github.io","source":"source"},{"label":"Notability","value":"Major open-source math LLM release","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch 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customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7486f019-1c13-4147-915d-0b8aa586f889/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":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which data-business lane explains this signal: Product and customer?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/7486f019-1c13-4147-915d-0b8aa586f889/signal.json","required":true},{"label":"source","url":"https://qwenlm.github.io/blog/qwen2.5-math/","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":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 writing signal \"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published","object":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","text":"Qwen (Alibaba Cloud) published Qwen2.5-Math: The world's leading open-sourced mathematical LLMs."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"is classified as","object":"writing signal","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs is classified as writing signal."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"belongs to","object":"talking desk","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs belongs to talking desk."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has evidence coverage 1 captured evidence page."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"matches data-business lanes","object":"Product and customer","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs matches data-business lanes Product and customer."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has captured page count","object":"1","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has captured page count 1."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has readable page count","object":"1","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has readable page count 1."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has related signal count","object":"6","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has related signal count 6."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has source host qwenlm.github.io."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has lab Qwen (Alibaba Cloud)."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has signal desk","object":"talking","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has signal desk talking."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has source host qwenlm.github.io."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has notability","object":"Major open-source math LLM release","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has notability Major open-source math LLM release."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has radar lane","object":"Product and customer","text":"Qwen2.5-Math: The 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research themes, product direction, policy, or launch framing. High-signal details: Major open-source math LLM release · Qwen2.5-Math: The world's leading open-sourced mathematical LLMs | Qwen We have a new blog! View this page at qwen.ai . This page will automatically redirect in 5.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published","object":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","text":"Qwen (Alibaba Cloud) published Qwen2.5-Math: The world's leading open-sourced mathematical LLMs."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"is classified as","object":"writing signal","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs is classified as writing signal."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"belongs to","object":"talking desk","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs belongs to talking desk."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs has evidence coverage 1 captured evidence page."},{"subject":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","predicate":"matches data-business lanes","object":"Product and customer","text":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs matches data-business lanes Product and customer."}]},"signal":{"id":"7486f019-1c13-4147-915d-0b8aa586f889","url":"https://onlylabs.fyi/signals/7486f019-1c13-4147-915d-0b8aa586f889","json_url":"https://onlylabs.fyi/signals/7486f019-1c13-4147-915d-0b8aa586f889/signal.json","source_url":"https://qwenlm.github.io/blog/qwen2.5-math/","title":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","summary":"Qwen (Alibaba Cloud) published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2024-09-19T00:00:00.000Z","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"page.visible_date","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://qwenlm.github.io/blog/qwen2.5-math/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":13,"matched_terms":["support"],"reason":"Qwen (Alibaba Cloud) has a writing signal matching product and customer."}},"primary_evidence_page":{"url":"https://qwenlm.github.io/blog/qwen2.5-math/","final_url":"https://qwenlm.github.io/blog/qwen2.5-math/","title":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:23.86575+00:00","bytes":34366,"raw_path":"ceb084827c7c107aebf536a11f608c7e9442bb53dc05c4e130339715c5cee0a5.html","content_hash":"97502eca377a7cdfa9153575e1ef89eb7a8b5a86b80b722b329adcbd39f9b64a","excerpt_chars":1200,"truncated":true,"excerpt":"Qwen2.5-Math: The world's leading open-sourced mathematical LLMs | Qwen We have a new blog! View this page at qwen.ai . This page will automatically redirect in 5 seconds. If you are not redirected automatically, please click the button below. Go Now Qwen2.5-Math: The world's leading open-sourced mathematical LLMs September 19, 2024 · 6 min · 1258 words · Qwen Team | Translations: 简体中文 GITHUB HUGGING FACE MODELSCOPE DISCORD 🚨 Qwen2.5-Math mainly supports solving English and Chinese math problems through CoT and TIR. We do not recommend using this series of models for other tasks. Introduction # A month ago, we released the first series of mathematical LLMs - Qwen2-Math - of our Qwen family. Today, we have upgraded it and open-sourced Qwen2.5-Math series, including base models Qwen2.5-Math-1.5B/7B/72B , instruction-tuned models Qwen2.5-Math-1.5B/7B/72B-Instruct , and mathematical reward model Qwen2.5-Math-RM-72B . 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This page will automatically redirect in 5 seconds. If you are not redirected automatically, please click the button below. Go Now Qwen2.5-Math: The world's leading open-sourced mathematical LLMs September 19, 2024 · 6 min · 1258 words · Qwen Team | Translations: 简体中文 GITHUB HUGGING FACE MODELSCOPE DISCORD 🚨 Qwen2.5-Math mainly supports solving English and Chinese math problems through CoT and TIR. We do not recommend using this series of models for other tasks. Introduction # A month ago, we released the first series of mathematical LLMs - Qwen2-Math - of our Qwen family. Today, we have upgraded it and open-sourced Qwen2.5-Math series, including base models Qwen2.5-Math-1.5B/7B/72B , instruction-tuned models Qwen2.5-Math-1.5B/7B/72B-Instruct , and mathematical reward model Qwen2.5-Math-RM-72B . 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