{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Model: Qwen/Qwen3.5-9B-Base","description":"Qwen (Alibaba Cloud) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9296c0a0-b46e-44e1-8f03-187bbdaaad82","json_url":"https://onlylabs.fyi/signals/9296c0a0-b46e-44e1-8f03-187bbdaaad82/signal.json","generated_at":"2026-06-11T02:49:42.941632+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/9296c0a0-b46e-44e1-8f03-187bbdaaad82","signal_json":"https://onlylabs.fyi/signals/9296c0a0-b46e-44e1-8f03-187bbdaaad82/signal.json","source":"https://huggingface.co/Qwen/Qwen3.5-9B-Base","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/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published Qwen/Qwen3.5-9B-Base. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 190.8K HF downloads · Decent traction for incremental 9B model release.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/Qwen/Qwen3.5-9B-Base","source_host":"huggingface.co","occurred_at":"2026-02-26T16:20:10+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source 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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://huggingface.co/Qwen/Qwen3.5-9B-Base/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:42.941632+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9296c0a0-b46e-44e1-8f03-187bbdaaad82/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/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/9296c0a0-b46e-44e1-8f03-187bbdaaad82/signal.json","required":true},{"label":"source","url":"https://huggingface.co/Qwen/Qwen3.5-9B-Base","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/releases/signals.json","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 model signal \"Qwen/Qwen3.5-9B-Base\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published model","object":"Qwen/Qwen3.5-9B-Base","text":"Qwen (Alibaba Cloud) published model Qwen/Qwen3.5-9B-Base."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"is classified as","object":"model signal","text":"Qwen/Qwen3.5-9B-Base is classified as model signal."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"belongs to","object":"releases desk","text":"Qwen/Qwen3.5-9B-Base belongs to releases desk."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen/Qwen3.5-9B-Base has evidence coverage 1 captured evidence page."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has captured page count","object":"1","text":"Qwen/Qwen3.5-9B-Base has captured page count 1."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has readable page 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desk","object":"releases","text":"Qwen/Qwen3.5-9B-Base has signal desk releases."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has source host","object":"huggingface.co","text":"Qwen/Qwen3.5-9B-Base has source host huggingface.co."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has task","object":"image-text-to-text","text":"Qwen/Qwen3.5-9B-Base has task image-text-to-text."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has license","object":"apache-2.0","text":"Qwen/Qwen3.5-9B-Base has license apache-2.0."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has library","object":"transformers","text":"Qwen/Qwen3.5-9B-Base has library transformers."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has params","object":"9.7B","text":"Qwen/Qwen3.5-9B-Base has params 9.7B."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has downloads","object":"190.8K","text":"Qwen/Qwen3.5-9B-Base has downloads 190.8K."}]},"intelligence":{"signal_desk":"releases","answer":"Qwen (Alibaba Cloud) published Qwen/Qwen3.5-9B-Base. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 190.8K HF downloads · Decent traction for incremental 9B model release.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published model","object":"Qwen/Qwen3.5-9B-Base","text":"Qwen (Alibaba Cloud) published model Qwen/Qwen3.5-9B-Base."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"is classified as","object":"model signal","text":"Qwen/Qwen3.5-9B-Base is classified as model signal."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"belongs to","object":"releases desk","text":"Qwen/Qwen3.5-9B-Base belongs to releases desk."},{"subject":"Qwen/Qwen3.5-9B-Base","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen/Qwen3.5-9B-Base has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9296c0a0-b46e-44e1-8f03-187bbdaaad82","url":"https://onlylabs.fyi/signals/9296c0a0-b46e-44e1-8f03-187bbdaaad82","json_url":"https://onlylabs.fyi/signals/9296c0a0-b46e-44e1-8f03-187bbdaaad82/signal.json","source_url":"https://huggingface.co/Qwen/Qwen3.5-9B-Base","title":"Qwen/Qwen3.5-9B-Base","summary":"Qwen (Alibaba Cloud) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-02-26T16:20:10+00:00","first_seen_at":"2026-06-06T01:49:31.963113+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://huggingface.co/Qwen/Qwen3.5-9B-Base/raw/main/README.md"]},"facets":{"pipeline_tag":"image-text-to-text","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":190775,"hf_likes":81},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/Qwen/Qwen3.5-9B-Base/raw/main/README.md","final_url":"https://huggingface.co/Qwen/Qwen3.5-9B-Base/raw/main/README.md","title":"Qwen/Qwen3.5-9B-Base model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:42.941632+00:00","bytes":3705,"raw_path":"cfa41f10ed1f6645fb95d8bb9a64867d75758da8cf4c8426dadaecd0658db336.md","content_hash":"e5fb9a49c5b5eea08839180eef484c97743be241189ccb4a1f4d830514c1f0cb","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3.5-9B-Base/blob/main/LICENSE pipeline_tag: image-text-to-text --- Qwen3.5-9B-Base <img width=\"400px\" src=\"https://qianwen-res.oss-accelerate.aliyuncs.com/logo_qwen3.5.png\"> [![Qwen Chat](https://img.shields.io/badge/%F0%9F%92%9C%EF%B8%8F%20Qwen%20Chat%20-536af5)](https://chat.qwen.ai) > [!Note] > This repository contains model weights and configuration files for the pre-trained only model in the Hugging Face Transformers format. > > These artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, etc. > > The intended use cases are fine-tuning, in-context learning experiments, and other research or development purposes, not direct interaction. > However, the control tokens, e.g., `<|im_start|>` and `<|im_end|>` were trained to allow efficient LoRA-style PEFT with the official chat template, mitigating the need to finetune embeddings, a significant optimization given Qwen3.5's larger vocabulary. Over recent months, we have intensified our focus on developing foundation models that deliver exceptional utility and performance. Qwen3.5 represents a significant leap forward,..."},"evidence_pages":[{"url":"https://huggingface.co/Qwen/Qwen3.5-9B-Base/raw/main/README.md","final_url":"https://huggingface.co/Qwen/Qwen3.5-9B-Base/raw/main/README.md","title":"Qwen/Qwen3.5-9B-Base model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:42.941632+00:00","bytes":3705,"raw_path":"cfa41f10ed1f6645fb95d8bb9a64867d75758da8cf4c8426dadaecd0658db336.md","content_hash":"e5fb9a49c5b5eea08839180eef484c97743be241189ccb4a1f4d830514c1f0cb","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3.5-9B-Base/blob/main/LICENSE pipeline_tag: image-text-to-text --- Qwen3.5-9B-Base <img width=\"400px\" src=\"https://qianwen-res.oss-accelerate.aliyuncs.com/logo_qwen3.5.png\"> [![Qwen Chat](https://img.shields.io/badge/%F0%9F%92%9C%EF%B8%8F%20Qwen%20Chat%20-536af5)](https://chat.qwen.ai) > [!Note] > This repository contains model weights and configuration files for the pre-trained only model in the Hugging Face Transformers format. > > These artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, etc. > > The intended use cases are fine-tuning, in-context learning experiments, and other research or development purposes, not direct interaction. > However, the control tokens, e.g., `<|im_start|>` and `<|im_end|>` were trained to allow efficient LoRA-style PEFT with the official chat template, mitigating the need to finetune embeddings, a significant optimization given Qwen3.5's larger vocabulary. Over recent months, we have intensified our focus on developing foundation models that deliver exceptional utility and performance. Qwen3.5 represents a significant leap forward,..."}],"related_signals":[{"id":"d97dc28e-bebc-483d-beb8-e801edd051d5","url":"https://onlylabs.fyi/signals/d97dc28e-bebc-483d-beb8-e801edd051d5","source_url":"https://huggingface.co/Qwen/Qwen-Image-Bench","title":"Qwen/Qwen-Image-Bench","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-05-21T04:15:56+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source"},{"id":"b81c3706-f4f3-42e6-b80b-67ca7abaa1b9","url":"https://onlylabs.fyi/signals/b81c3706-f4f3-42e6-b80b-67ca7abaa1b9","source_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W128K-L0_100","title":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W128K-L0_100","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-27T03:39:47+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source"},{"id":"0c66458e-2f9b-4b63-95db-a8e193584c59","url":"https://onlylabs.fyi/signals/0c66458e-2f9b-4b63-95db-a8e193584c59","source_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","title":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-27T03:39:46+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source"},{"id":"68163020-76cc-4781-9b85-aa960463b4a0","url":"https://onlylabs.fyi/signals/68163020-76cc-4781-9b85-aa960463b4a0","source_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3-30B-A3B-Base-W128K-L0_100","title":"Qwen/SAE-Res-Qwen3-30B-A3B-Base-W128K-L0_100","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-27T03:39:45+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source"},{"id":"c1e4dbb3-3dab-4e14-98ae-75d204679f7c","url":"https://onlylabs.fyi/signals/c1e4dbb3-3dab-4e14-98ae-75d204679f7c","source_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3-30B-A3B-Base-W32K-L0_50","title":"Qwen/SAE-Res-Qwen3-30B-A3B-Base-W32K-L0_50","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-27T03:39:44+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source"},{"id":"7a175d59-aed8-4f0d-8833-3ee98d46a714","url":"https://onlylabs.fyi/signals/7a175d59-aed8-4f0d-8833-3ee98d46a714","source_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-27B-W80K-L0_100","title":"Qwen/SAE-Res-Qwen3.5-27B-W80K-L0_100","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-27T03:39:43+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source"}]}