{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Model: Qwen/Qwen3.5-122B-A10B","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/cb6ddd97-04dc-4e34-a71a-1cec3c36227f","json_url":"https://onlylabs.fyi/signals/cb6ddd97-04dc-4e34-a71a-1cec3c36227f/signal.json","generated_at":"2026-06-11T02:49:43.337337+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/cb6ddd97-04dc-4e34-a71a-1cec3c36227f","signal_json":"https://onlylabs.fyi/signals/cb6ddd97-04dc-4e34-a71a-1cec3c36227f/signal.json","source":"https://huggingface.co/Qwen/Qwen3.5-122B-A10B","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/Qwen3.5-122B-A10B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 750.9K HF downloads · Major frontier model release with huge community adoption.. 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/Qwen3.5-122B-A10B","source_host":"huggingface.co","occurred_at":"2026-02-24T09:43:37+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 host","value":"huggingface.co","source":"source"},{"label":"Task","value":"image-text-to-text","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"125.1B","source":"model"},{"label":"Downloads","value":"750.9K","source":"traction"},{"label":"Likes","value":"568","source":"traction"},{"label":"Notability","value":"Major frontier model release with huge community adoption.","source":"signal"},{"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 term","value":"Infrastructure","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://huggingface.co/Qwen/Qwen3.5-122B-A10B/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:43.337337+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/cb6ddd97-04dc-4e34-a71a-1cec3c36227f/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/cb6ddd97-04dc-4e34-a71a-1cec3c36227f/signal.json","required":true},{"label":"source","url":"https://huggingface.co/Qwen/Qwen3.5-122B-A10B","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/Qwen3.5-122B-A10B\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published model","object":"Qwen/Qwen3.5-122B-A10B","text":"Qwen (Alibaba Cloud) published model Qwen/Qwen3.5-122B-A10B."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"is classified as","object":"model signal","text":"Qwen/Qwen3.5-122B-A10B is classified as model signal."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"belongs to","object":"releases desk","text":"Qwen/Qwen3.5-122B-A10B belongs to releases desk."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen/Qwen3.5-122B-A10B has evidence coverage 1 captured evidence page."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has captured page count","object":"1","text":"Qwen/Qwen3.5-122B-A10B has captured page count 1."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has readable page count","object":"1","text":"Qwen/Qwen3.5-122B-A10B has readable page count 1."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has related signal count","object":"6","text":"Qwen/Qwen3.5-122B-A10B has related signal count 6."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"Qwen/Qwen3.5-122B-A10B has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has source host","object":"huggingface.co","text":"Qwen/Qwen3.5-122B-A10B has source host huggingface.co."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"Qwen/Qwen3.5-122B-A10B has lab Qwen (Alibaba Cloud)."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has signal desk","object":"releases","text":"Qwen/Qwen3.5-122B-A10B has signal desk releases."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has source host","object":"huggingface.co","text":"Qwen/Qwen3.5-122B-A10B has source host huggingface.co."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has task","object":"image-text-to-text","text":"Qwen/Qwen3.5-122B-A10B has task image-text-to-text."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has license","object":"apache-2.0","text":"Qwen/Qwen3.5-122B-A10B has license apache-2.0."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has library","object":"transformers","text":"Qwen/Qwen3.5-122B-A10B has library transformers."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has params","object":"125.1B","text":"Qwen/Qwen3.5-122B-A10B has params 125.1B."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has downloads","object":"750.9K","text":"Qwen/Qwen3.5-122B-A10B has downloads 750.9K."}]},"intelligence":{"signal_desk":"releases","answer":"Qwen (Alibaba Cloud) published Qwen/Qwen3.5-122B-A10B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 750.9K HF downloads · Major frontier model release with huge community adoption.. 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/Qwen3.5-122B-A10B","text":"Qwen (Alibaba Cloud) published model Qwen/Qwen3.5-122B-A10B."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"is classified as","object":"model signal","text":"Qwen/Qwen3.5-122B-A10B is classified as model signal."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"belongs to","object":"releases desk","text":"Qwen/Qwen3.5-122B-A10B belongs to releases desk."},{"subject":"Qwen/Qwen3.5-122B-A10B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen/Qwen3.5-122B-A10B has evidence coverage 1 captured evidence page."}]},"signal":{"id":"cb6ddd97-04dc-4e34-a71a-1cec3c36227f","url":"https://onlylabs.fyi/signals/cb6ddd97-04dc-4e34-a71a-1cec3c36227f","json_url":"https://onlylabs.fyi/signals/cb6ddd97-04dc-4e34-a71a-1cec3c36227f/signal.json","source_url":"https://huggingface.co/Qwen/Qwen3.5-122B-A10B","title":"Qwen/Qwen3.5-122B-A10B","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":"2026-02-24T09:43:37+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/Qwen3.5-122B-A10B/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":750918,"hf_likes":568},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/Qwen/Qwen3.5-122B-A10B/raw/main/README.md","final_url":"https://huggingface.co/Qwen/Qwen3.5-122B-A10B/raw/main/README.md","title":"Qwen/Qwen3.5-122B-A10B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:43.337337+00:00","bytes":92633,"raw_path":"2913192d39e0df860c1764fd204fad605dedc92e725d55f7f5b6ef0d00272795.md","content_hash":"1775bb720398d6107cce3da0c3129abfd24ec639fd9853d5134df1e5c6118a4d","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3.5-122B-A10B/blob/main/LICENSE pipeline_tag: image-text-to-text --- Qwen3.5-122B-A10B <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 post-trained model in the Hugging Face Transformers format. > > These artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, KTransformers, etc. 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, integrating breakthroughs in multimodal learning, architectural efficiency, reinforcement learning scale, and global accessibility to empower developers and enterprises with unprecedented capability and efficiency. Qwen3.5 Highlights Qwen3.5 features the following enhancement: - **Unified Vision-Language Foundation**: Early fusion training on multimodal tokens achieves..."},"evidence_pages":[{"url":"https://huggingface.co/Qwen/Qwen3.5-122B-A10B/raw/main/README.md","final_url":"https://huggingface.co/Qwen/Qwen3.5-122B-A10B/raw/main/README.md","title":"Qwen/Qwen3.5-122B-A10B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:43.337337+00:00","bytes":92633,"raw_path":"2913192d39e0df860c1764fd204fad605dedc92e725d55f7f5b6ef0d00272795.md","content_hash":"1775bb720398d6107cce3da0c3129abfd24ec639fd9853d5134df1e5c6118a4d","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3.5-122B-A10B/blob/main/LICENSE pipeline_tag: image-text-to-text --- Qwen3.5-122B-A10B <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 post-trained model in the Hugging Face Transformers format. > > These artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, KTransformers, etc. 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, integrating breakthroughs in multimodal learning, architectural efficiency, reinforcement learning scale, and global accessibility to empower developers and enterprises with unprecedented capability and efficiency. Qwen3.5 Highlights Qwen3.5 features the following enhancement: - **Unified Vision-Language Foundation**: Early fusion training on multimodal tokens achieves..."}],"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"}]}