{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/TransformerEngine v2.14","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/dac98f7c-1a0b-44a4-84d7-1aefe1afd07a","json_url":"https://onlylabs.fyi/signals/dac98f7c-1a0b-44a4-84d7-1aefe1afd07a/signal.json","generated_at":"2026-06-11T03:42:40.973635+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/dac98f7c-1a0b-44a4-84d7-1aefe1afd07a","signal_json":"https://onlylabs.fyi/signals/dac98f7c-1a0b-44a4-84d7-1aefe1afd07a/signal.json","source":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.14","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 v2.14 (NVIDIA/TransformerEngine). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine library version update · v2.14 Repository: NVIDIA/TransformerEngine Tag: v2.14 Published: 2026-04-21T21:57:36Z Prerelease: no Release notes: Transformer Engine v2.14 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/v2.14","source_host":"github.com","occurred_at":"2026-04-21T21:57:36+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 host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/TransformerEngine","source":"source"},{"label":"Release","value":"v2.14","source":"source"},{"label":"Notability","value":"Routine library version 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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/dac98f7c-1a0b-44a4-84d7-1aefe1afd07a/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.14","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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host","object":"github.com","text":"NVIDIA/TransformerEngine v2.14 has source host github.com."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/TransformerEngine v2.14 has lab NVIDIA."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has signal desk","object":"releases","text":"NVIDIA/TransformerEngine v2.14 has signal desk releases."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has source host","object":"github.com","text":"NVIDIA/TransformerEngine v2.14 has source host github.com."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has repository","object":"NVIDIA/TransformerEngine","text":"NVIDIA/TransformerEngine v2.14 has repository NVIDIA/TransformerEngine."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has release","object":"v2.14","text":"NVIDIA/TransformerEngine v2.14 has release v2.14."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has notability","object":"Routine library 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine library version update · v2.14 Repository: NVIDIA/TransformerEngine Tag: v2.14 Published: 2026-04-21T21:57:36Z Prerelease: no Release notes: Transformer Engine v2.14 Release Notes Key Features.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/TransformerEngine v2.14","text":"NVIDIA released NVIDIA/TransformerEngine v2.14."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"is classified as","object":"release signal","text":"NVIDIA/TransformerEngine v2.14 is classified as release signal."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"belongs to","object":"releases desk","text":"NVIDIA/TransformerEngine v2.14 belongs to releases desk."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has context","object":"NVIDIA/TransformerEngine","text":"NVIDIA/TransformerEngine v2.14 has context NVIDIA/TransformerEngine."},{"subject":"NVIDIA/TransformerEngine v2.14","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/TransformerEngine v2.14 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"dac98f7c-1a0b-44a4-84d7-1aefe1afd07a","url":"https://onlylabs.fyi/signals/dac98f7c-1a0b-44a4-84d7-1aefe1afd07a","json_url":"https://onlylabs.fyi/signals/dac98f7c-1a0b-44a4-84d7-1aefe1afd07a/signal.json","source_url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.14","title":"NVIDIA/TransformerEngine v2.14","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/TransformerEngine","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-04-21T21:57:36+00:00","first_seen_at":"2026-06-06T01:49:43.157024+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://github.com/NVIDIA/TransformerEngine/releases/tag/v2.14"]},"facets":{"repo":"NVIDIA/TransformerEngine"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.14","final_url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.14","title":"NVIDIA/TransformerEngine v2.14","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:42:40.973635+00:00","bytes":21253,"raw_path":"0810943d542a64138c515ed0e6f16956532e3e1896cbbde1d9229082a8aa2284.json","content_hash":"fb562449b25440373f802f83cf9ef303c2c057ee65aa99687b0065a9c44d69d6","excerpt_chars":1200,"truncated":true,"excerpt":"v2.14 Repository: NVIDIA/TransformerEngine Tag: v2.14 Published: 2026-04-21T21:57:36Z Prerelease: no Release notes: Transformer Engine v2.14 Release Notes Key Features and Enhancements - [PyTorch] Added multiple CPU overhead optimizations across the framework integration to reduce per-step Python/host overhead. 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