{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Model: Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","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/0c66458e-2f9b-4b63-95db-a8e193584c59","json_url":"https://onlylabs.fyi/signals/0c66458e-2f9b-4b63-95db-a8e193584c59/signal.json","generated_at":"2026-06-11T02:40:54.692804+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/0c66458e-2f9b-4b63-95db-a8e193584c59","signal_json":"https://onlylabs.fyi/signals/0c66458e-2f9b-4b63-95db-a8e193584c59/signal.json","source":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","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/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 74 HF downloads · Variant release, low traction. 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/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","source_host":"huggingface.co","occurred_at":"2026-04-27T03:39:46+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":"License","value":"other","source":"model"},{"label":"Downloads","value":"74","source":"traction"},{"label":"Likes","value":"5","source":"traction"},{"label":"Notability","value":"Variant release, low traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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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/0c66458e-2f9b-4b63-95db-a8e193584c59/signal.json","required":true},{"label":"source","url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","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/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published model","object":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","text":"Qwen (Alibaba Cloud) published model Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"is classified as","object":"model signal","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 is classified as model signal."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"belongs to","object":"releases desk","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 belongs to releases desk."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has evidence coverage 1 captured evidence 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what changed.."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has source host","object":"huggingface.co","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has source host huggingface.co."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has lab Qwen (Alibaba Cloud)."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has signal desk","object":"releases","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has signal desk releases."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has source host","object":"huggingface.co","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has source host huggingface.co."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has license","object":"other","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has license other."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has downloads","object":"74","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has downloads 74."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has likes","object":"5","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has likes 5."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has notability","object":"Variant release, low traction","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has notability Variant release, low traction."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has watch term","object":"Eval methodology","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has watch term Eval methodology."}]},"intelligence":{"signal_desk":"releases","answer":"Qwen (Alibaba Cloud) published Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 74 HF downloads · Variant release, low traction. 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/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","text":"Qwen (Alibaba Cloud) published model Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"is classified as","object":"model signal","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 is classified as model signal."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"belongs to","object":"releases desk","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 belongs to releases desk."},{"subject":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0c66458e-2f9b-4b63-95db-a8e193584c59","url":"https://onlylabs.fyi/signals/0c66458e-2f9b-4b63-95db-a8e193584c59","json_url":"https://onlylabs.fyi/signals/0c66458e-2f9b-4b63-95db-a8e193584c59/signal.json","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","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":"2026-04-27T03:39:46+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/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50/raw/main/README.md"]},"facets":{"license":"other"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":74,"hf_likes":5},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50/raw/main/README.md","final_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50/raw/main/README.md","title":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:54.692804+00:00","bytes":6548,"raw_path":"bd5107be9034e64bb77d74a585672248a26fbe88fad0899ce0944383c4f04116.md","content_hash":"915d06e64c024b2e4d0423c282d33e42d292bdc7b85450f563e01fa426ed0e33","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: other license_name: qwen license_link: https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50/blob/main/LICENSE language: - en tags: - sparse-autoencoder - sae - mechanistic-interpretability - interpretability - qwen-scope - arxiv:2605.11887 base_model: Qwen/Qwen3.5-35B-A3B-Base --- Qwen-Scope: Decoding Intelligence, Unleashing Potential ![Overview](https://qianwen-res.oss-cn-beijing.aliyuncs.com/qwen-scope/Figures/overview.png) We are excited to introduce Qwen-Scope, an interpretability module trained on the Qwen3 and Qwen3.5 series models. Specifically, we integrated and trained Sparse Autoencoders (SAEs) within Qwen’s hidden layers. By implementing sparsity constraints, we can automatically extract data features that are highly decoupled, low-redundancy, and significantly more interpretable. Qwen-Scope can be used not only to analyze the internal mechanisms of Qwen’s behavior but also holds immense potential for model optimization. Application scenarios include steerable inference control, evaluation sample distribution analysis and comparison, data classification and synthesis, and model training and optimization. See our [technical..."},"evidence_pages":[{"url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50/raw/main/README.md","final_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50/raw/main/README.md","title":"Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:54.692804+00:00","bytes":6548,"raw_path":"bd5107be9034e64bb77d74a585672248a26fbe88fad0899ce0944383c4f04116.md","content_hash":"915d06e64c024b2e4d0423c282d33e42d292bdc7b85450f563e01fa426ed0e33","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: other license_name: qwen license_link: https://huggingface.co/Qwen/SAE-Res-Qwen3.5-35B-A3B-Base-W32K-L0_50/blob/main/LICENSE language: - en tags: - sparse-autoencoder - sae - mechanistic-interpretability - interpretability - qwen-scope - arxiv:2605.11887 base_model: Qwen/Qwen3.5-35B-A3B-Base --- Qwen-Scope: Decoding Intelligence, Unleashing Potential ![Overview](https://qianwen-res.oss-cn-beijing.aliyuncs.com/qwen-scope/Figures/overview.png) We are excited to introduce Qwen-Scope, an interpretability module trained on the Qwen3 and Qwen3.5 series models. Specifically, we integrated and trained Sparse Autoencoders (SAEs) within Qwen’s hidden layers. By implementing sparsity constraints, we can automatically extract data features that are highly decoupled, low-redundancy, and significantly more interpretable. Qwen-Scope can be used not only to analyze the internal mechanisms of Qwen’s behavior but also holds immense potential for model optimization. Application scenarios include steerable inference control, evaluation sample distribution analysis and comparison, data classification and synthesis, and model training and optimization. See our [technical..."}],"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":"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"},{"id":"ec0a7ee3-9ba4-4102-b1ce-88a7134aaa32","url":"https://onlylabs.fyi/signals/ec0a7ee3-9ba4-4102-b1ce-88a7134aaa32","source_url":"https://huggingface.co/Qwen/SAE-Res-Qwen3.5-27B-W80K-L0_50","title":"Qwen/SAE-Res-Qwen3.5-27B-W80K-L0_50","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-27T03:39:42+00:00","first_seen_at":"2026-06-06T01:49:31.963113+00:00","date_source":"source"}]}