{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Model: microsoft/skala-baselines","description":"Microsoft model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c4d55ca8-2e19-47a4-890c-c45df2b8808f","json_url":"https://onlylabs.fyi/signals/c4d55ca8-2e19-47a4-890c-c45df2b8808f/signal.json","generated_at":"2026-06-11T02:40:57.006971+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c4d55ca8-2e19-47a4-890c-c45df2b8808f","signal_json":"https://onlylabs.fyi/signals/c4d55ca8-2e19-47a4-890c-c45df2b8808f/signal.json","source":"https://huggingface.co/microsoft/skala-baselines","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"Microsoft published microsoft/skala-baselines. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 132 HF downloads · New baseline model from MS, 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/microsoft/skala-baselines","source_host":"huggingface.co","occurred_at":"2026-04-13T09:08:29+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"mit","source":"model"},{"label":"Library","value":"skala","source":"model"},{"label":"Downloads","value":"132","source":"traction"},{"label":"Likes","value":"6","source":"traction"},{"label":"Notability","value":"New baseline model from MS, low traction","source":"signal"},{"label":"Watch term","value":"Model 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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/c4d55ca8-2e19-47a4-890c-c45df2b8808f/signal.json","required":true},{"label":"source","url":"https://huggingface.co/microsoft/skala-baselines","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/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 Microsoft's model signal \"microsoft/skala-baselines\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published model","object":"microsoft/skala-baselines","text":"Microsoft published model microsoft/skala-baselines."},{"subject":"microsoft/skala-baselines","predicate":"is classified as","object":"model signal","text":"microsoft/skala-baselines is classified as model signal."},{"subject":"microsoft/skala-baselines","predicate":"belongs to","object":"releases desk","text":"microsoft/skala-baselines belongs to releases desk."},{"subject":"microsoft/skala-baselines","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/skala-baselines has evidence coverage 1 captured evidence page."},{"subject":"microsoft/skala-baselines","predicate":"has captured page count","object":"1","text":"microsoft/skala-baselines has captured page count 1."},{"subject":"microsoft/skala-baselines","predicate":"has readable page count","object":"1","text":"microsoft/skala-baselines has readable page count 1."},{"subject":"microsoft/skala-baselines","predicate":"has related signal count","object":"6","text":"microsoft/skala-baselines has related signal count 6."},{"subject":"microsoft/skala-baselines","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":"microsoft/skala-baselines has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/skala-baselines","predicate":"has source host","object":"huggingface.co","text":"microsoft/skala-baselines has source host huggingface.co."},{"subject":"microsoft/skala-baselines","predicate":"has lab","object":"Microsoft","text":"microsoft/skala-baselines has lab Microsoft."},{"subject":"microsoft/skala-baselines","predicate":"has signal desk","object":"releases","text":"microsoft/skala-baselines has signal desk releases."},{"subject":"microsoft/skala-baselines","predicate":"has source host","object":"huggingface.co","text":"microsoft/skala-baselines has source host huggingface.co."},{"subject":"microsoft/skala-baselines","predicate":"has license","object":"mit","text":"microsoft/skala-baselines has license mit."},{"subject":"microsoft/skala-baselines","predicate":"has library","object":"skala","text":"microsoft/skala-baselines has library skala."},{"subject":"microsoft/skala-baselines","predicate":"has downloads","object":"132","text":"microsoft/skala-baselines has downloads 132."},{"subject":"microsoft/skala-baselines","predicate":"has likes","object":"6","text":"microsoft/skala-baselines has likes 6."},{"subject":"microsoft/skala-baselines","predicate":"has notability","object":"New baseline model from MS, low traction","text":"microsoft/skala-baselines has notability New baseline model from MS, low traction."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/skala-baselines. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license mit · 132 HF downloads · New baseline model from MS, low traction. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published model","object":"microsoft/skala-baselines","text":"Microsoft published model microsoft/skala-baselines."},{"subject":"microsoft/skala-baselines","predicate":"is classified as","object":"model signal","text":"microsoft/skala-baselines is classified as model signal."},{"subject":"microsoft/skala-baselines","predicate":"belongs to","object":"releases desk","text":"microsoft/skala-baselines belongs to releases desk."},{"subject":"microsoft/skala-baselines","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/skala-baselines has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c4d55ca8-2e19-47a4-890c-c45df2b8808f","url":"https://onlylabs.fyi/signals/c4d55ca8-2e19-47a4-890c-c45df2b8808f","json_url":"https://onlylabs.fyi/signals/c4d55ca8-2e19-47a4-890c-c45df2b8808f/signal.json","source_url":"https://huggingface.co/microsoft/skala-baselines","title":"microsoft/skala-baselines","summary":"Microsoft published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-13T09:08:29+00:00","first_seen_at":"2026-06-06T01:49:31.285803+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/microsoft/skala-baselines/raw/main/README.md"]},"facets":{"license":"mit"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":132,"hf_likes":6},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/microsoft/skala-baselines/raw/main/README.md","final_url":"https://huggingface.co/microsoft/skala-baselines/raw/main/README.md","title":"microsoft/skala-baselines model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:57.006971+00:00","bytes":3266,"raw_path":"ed0629d4b044001dde7974dedfaedc80a589f03bb8ed1233e20a1b565804440f.md","content_hash":"047cdb3a1545a9c349ac12af38336bc64d8b045b87898ccc335534a771734fe9","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: skala license: mit --- Baseline models Model details Reimplementations of common traditional functionals compatible with the Skala inference libraries like GauXC. Included models: - LDA Slater exchange from [Dirac 1930][dirac1930] & [Bloch 1929][bloch1929] - PW92 correlation from [Perdew and Wang 1992][perdew1992] - PBE exchange-correlation from [Perdew, Burke and Ernzerhof 1996][perdew1996] & [Perdew, Burke and Ernzerhof 1997][perdew1997] - TPSS exchange-correlation from [Tao et al. 2003][tao2003] & [Perdew et al. 2004][perdew2004] - SCAN exchange-correlation from [Sun et al. 2015][sun2015] ([arXiv:1504.03028](https://arxiv.org/abs/1504.03028)) - rSCAN exchange-correlation from [Bartók and Yates 2019][bartok2019] ([arXiv:1903.01007](https://arxiv.org/abs/1903.01007)) - r²SCAN exchnage-correlation from [Furness et al. 2020][furness2020] ([arXiv:2008.03374](https://arxiv.org/abs/2008.03374)) **Shared by** : Microsoft Research AI for Science **Model type** : Density Functional Theory Exchange Correlation Functional **License** : MIT Direct intended uses 1. The shared functionals are implemented for verification of Skala inference libraries like GauXC Risks and..."},"evidence_pages":[{"url":"https://huggingface.co/microsoft/skala-baselines/raw/main/README.md","final_url":"https://huggingface.co/microsoft/skala-baselines/raw/main/README.md","title":"microsoft/skala-baselines model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:57.006971+00:00","bytes":3266,"raw_path":"ed0629d4b044001dde7974dedfaedc80a589f03bb8ed1233e20a1b565804440f.md","content_hash":"047cdb3a1545a9c349ac12af38336bc64d8b045b87898ccc335534a771734fe9","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: skala license: mit --- Baseline models Model details Reimplementations of common traditional functionals compatible with the Skala inference libraries like GauXC. Included models: - LDA Slater exchange from [Dirac 1930][dirac1930] & [Bloch 1929][bloch1929] - PW92 correlation from [Perdew and Wang 1992][perdew1992] - PBE exchange-correlation from [Perdew, Burke and Ernzerhof 1996][perdew1996] & [Perdew, Burke and Ernzerhof 1997][perdew1997] - TPSS exchange-correlation from [Tao et al. 2003][tao2003] & [Perdew et al. 2004][perdew2004] - SCAN exchange-correlation from [Sun et al. 2015][sun2015] ([arXiv:1504.03028](https://arxiv.org/abs/1504.03028)) - rSCAN exchange-correlation from [Bartók and Yates 2019][bartok2019] ([arXiv:1903.01007](https://arxiv.org/abs/1903.01007)) - r²SCAN exchnage-correlation from [Furness et al. 2020][furness2020] ([arXiv:2008.03374](https://arxiv.org/abs/2008.03374)) **Shared by** : Microsoft Research AI for Science **Model type** : Density Functional Theory Exchange Correlation Functional **License** : MIT Direct intended uses 1. The shared functionals are implemented for verification of Skala inference libraries like GauXC Risks and..."}],"related_signals":[{"id":"4b2486b9-1b30-479d-83b0-1ecdb938fc3e","url":"https://onlylabs.fyi/signals/4b2486b9-1b30-479d-83b0-1ecdb938fc3e","source_url":"https://huggingface.co/microsoft/vermeer-XL-CA","title":"microsoft/vermeer-XL-CA","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:55:46+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"ed425799-510e-430b-afae-0378abf54ad4","url":"https://onlylabs.fyi/signals/ed425799-510e-430b-afae-0378abf54ad4","source_url":"https://huggingface.co/microsoft/vermeer-XL","title":"microsoft/vermeer-XL","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:55:37+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"8e9eb1bc-b6f3-4133-b1bd-ed73a410f238","url":"https://onlylabs.fyi/signals/8e9eb1bc-b6f3-4133-b1bd-ed73a410f238","source_url":"https://huggingface.co/microsoft/vermeer-L-AP","title":"microsoft/vermeer-L-AP","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:55:01+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"819ae628-aeba-490d-9114-24573764895e","url":"https://onlylabs.fyi/signals/819ae628-aeba-490d-9114-24573764895e","source_url":"https://huggingface.co/microsoft/vermeer-L","title":"microsoft/vermeer-L","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T17:54:56+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"e94cc53d-d858-48ba-880d-83f8f6c663fb","url":"https://onlylabs.fyi/signals/e94cc53d-d858-48ba-880d-83f8f6c663fb","source_url":"https://huggingface.co/microsoft/Lens-Base","title":"microsoft/Lens-Base","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-15T06:08:02+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"},{"id":"eb0c95f2-16bc-426d-853e-aa8d34996f15","url":"https://onlylabs.fyi/signals/eb0c95f2-16bc-426d-853e-aa8d34996f15","source_url":"https://huggingface.co/microsoft/Lens-Turbo","title":"microsoft/Lens-Turbo","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-15T06:06:39+00:00","first_seen_at":"2026-06-06T01:49:31.285803+00:00","date_source":"source"}]}