{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/TransformerEngine v2.12","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/24af904a-6638-4e88-ac73-df63ad829077","json_url":"https://onlylabs.fyi/signals/24af904a-6638-4e88-ac73-df63ad829077/signal.json","generated_at":"2026-06-11T03:42:47.765237+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/24af904a-6638-4e88-ac73-df63ad829077","signal_json":"https://onlylabs.fyi/signals/24af904a-6638-4e88-ac73-df63ad829077/signal.json","source":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.12","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/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":"NVIDIA published NVIDIA/TransformerEngine v2.12 (NVIDIA/TransformerEngine). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Incremental version release of an existing library. · v2.12 Repository: NVIDIA/TransformerEngine Tag: v2.12 Published: 2026-02-24T00:03:58Z Prerelease: no Release notes: Transformer Engine v2.12 Release Notes Key Features.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.12","source_host":"github.com","occurred_at":"2026-02-24T00:03:58+00:00","first_seen_at":"2026-06-06T01:49:43.157024+00:00","date_source":"source","context":"NVIDIA/TransformerEngine"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source 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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/24af904a-6638-4e88-ac73-df63ad829077/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.12","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/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 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page."},{"subject":"NVIDIA/TransformerEngine v2.12","predicate":"has captured page count","object":"1","text":"NVIDIA/TransformerEngine v2.12 has captured page count 1."},{"subject":"NVIDIA/TransformerEngine v2.12","predicate":"has readable page count","object":"1","text":"NVIDIA/TransformerEngine v2.12 has readable page count 1."},{"subject":"NVIDIA/TransformerEngine v2.12","predicate":"has related signal count","object":"6","text":"NVIDIA/TransformerEngine v2.12 has related signal count 6."},{"subject":"NVIDIA/TransformerEngine v2.12","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":"NVIDIA/TransformerEngine v2.12 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/TransformerEngine v2.12","predicate":"has source 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This release signal is evidence of what shipped, changed, or was packaged for users. 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