{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Writing: Qwen2.5-LLM: Extending the boundary of 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/3720a415-1207-41a5-b511-525693a62c34","json_url":"https://onlylabs.fyi/signals/3720a415-1207-41a5-b511-525693a62c34/signal.json","generated_at":"2026-06-07T21:16:23.612741+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/3720a415-1207-41a5-b511-525693a62c34","signal_json":"https://onlylabs.fyi/signals/3720a415-1207-41a5-b511-525693a62c34/signal.json","source":"https://qwenlm.github.io/blog/qwen2.5-llm/","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-LLM: Extending the boundary of LLMs. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Major frontier model release from Qwen team. · Qwen2.5-LLM: Extending the boundary of 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.... 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-llm/","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 frontier model release from Qwen team.","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"product","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3720a415-1207-41a5-b511-525693a62c34/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/3720a415-1207-41a5-b511-525693a62c34/signal.json","required":true},{"label":"source","url":"https://qwenlm.github.io/blog/qwen2.5-llm/","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-LLM: Extending the boundary of LLMs\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published","object":"Qwen2.5-LLM: Extending the boundary of LLMs","text":"Qwen (Alibaba Cloud) published Qwen2.5-LLM: Extending the boundary of LLMs."},{"subject":"Qwen2.5-LLM: Extending the boundary of LLMs","predicate":"is classified as","object":"writing signal","text":"Qwen2.5-LLM: Extending the boundary of LLMs is classified as writing signal."},{"subject":"Qwen2.5-LLM: Extending the boundary of LLMs","predicate":"belongs to","object":"talking desk","text":"Qwen2.5-LLM: Extending the boundary of LLMs belongs to talking desk."},{"subject":"Qwen2.5-LLM: Extending the boundary of LLMs","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen2.5-LLM: Extending the boundary of LLMs has evidence coverage 1 captured evidence page."},{"subject":"Qwen2.5-LLM: Extending the boundary of LLMs","predicate":"matches data-business 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Extending the boundary of 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-LLM: Extending the boundary of LLMs","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen2.5-LLM: Extending the boundary of LLMs has source host qwenlm.github.io."},{"subject":"Qwen2.5-LLM: Extending the boundary of LLMs","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"Qwen2.5-LLM: Extending the boundary of LLMs has lab Qwen (Alibaba Cloud)."},{"subject":"Qwen2.5-LLM: Extending the boundary of LLMs","predicate":"has signal desk","object":"talking","text":"Qwen2.5-LLM: Extending the boundary of LLMs has signal desk talking."},{"subject":"Qwen2.5-LLM: Extending the boundary of LLMs","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen2.5-LLM: Extending the boundary of LLMs has source host 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High-signal details: Major frontier model release from Qwen team. · Qwen2.5-LLM: Extending the boundary of 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.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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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-LLM: Extending the boundary of LLMs September 19, 2024 · 13 min · 2680 words · Qwen Team | Translations: 简体中文 GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD Introduction # In this blog, we delve into the details of our latest Qwen2.5 series language models. We have developed a range of decoder-only dense models, with seven of them open-sourced, spanning from 0.5B to 72B parameters. Our research indicates a significant interest among users in models within the 10-30B range for production use, as well as 3B models for mobile applications. To meet these demands, we are open-sourcing Qwen2.5-3B, Qwen2.5-14B, and Qwen2.5-32B. Furthermore, we are excited to offer additional models, including Qwen-Plus and Qwen-Turbo, available through API services via Alibaba Cloud Model Studio . Compared with the Qwen2 series, the Qwen2.5 series has the following upgrades: Full-scale Open-source : Considering that users have a strong interest in models in the 10-30B range..."},"evidence_pages":[{"url":"https://qwenlm.github.io/blog/qwen2.5-llm/","final_url":"https://qwenlm.github.io/blog/qwen2.5-llm/","title":"Qwen2.5-LLM: Extending the boundary of LLMs","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:23.612741+00:00","bytes":95900,"raw_path":"aa613aff38455e79e2aa70e9fec464ecf9e8d021f282a047b3605fd993be9538.html","content_hash":"0d5651d2c4e49d3dd58c3988127d04a14e787cda9d7f9e4881e1f6a4d3f44fef","excerpt_chars":1200,"truncated":true,"excerpt":"Qwen2.5-LLM: Extending the boundary of 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-LLM: Extending the boundary of LLMs September 19, 2024 · 13 min · 2680 words · Qwen Team | Translations: 简体中文 GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD Introduction # In this blog, we delve into the details of our latest Qwen2.5 series language models. We have developed a range of decoder-only dense models, with seven of them open-sourced, spanning from 0.5B to 72B parameters. Our research indicates a significant interest among users in models within the 10-30B range for production use, as well as 3B models for mobile applications. To meet these demands, we are open-sourcing Qwen2.5-3B, Qwen2.5-14B, and Qwen2.5-32B. Furthermore, we are excited to offer additional models, including Qwen-Plus and Qwen-Turbo, available through API services via Alibaba Cloud Model Studio . 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