{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/TorchFort v0.1.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/85018b3d-f315-4afb-b39d-5b80462ffd53","json_url":"https://onlylabs.fyi/signals/85018b3d-f315-4afb-b39d-5b80462ffd53/signal.json","generated_at":"2026-06-11T22:57:47.612Z","evidence_latest_fetched_at":"2026-06-11T07:04:13.09663+00:00","signal_first_seen_at":"2026-06-11T07:01:14.42859+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/85018b3d-f315-4afb-b39d-5b80462ffd53","signal_json":"https://onlylabs.fyi/signals/85018b3d-f315-4afb-b39d-5b80462ffd53/signal.json","source":"https://github.com/NVIDIA/TorchFort/releases/tag/v0.1.0","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/TorchFort v0.1.0 (NVIDIA/TorchFort). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.0 Repository: NVIDIA/TorchFort Tag: v0.1.0 Published: 2023-08-01T21:55:43Z Prerelease: yes Release notes: Initial release of TorchFort.. 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/TorchFort/releases/tag/v0.1.0","source_host":"github.com","occurred_at":"2023-08-01T21:55:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source","context":"NVIDIA/TorchFort"},"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/TorchFort","source":"source"},{"label":"Release","value":"v0.1.0","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/TorchFort/releases/tag/v0.1.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T07:04:13.09663+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/85018b3d-f315-4afb-b39d-5b80462ffd53/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/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 changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release 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/85018b3d-f315-4afb-b39d-5b80462ffd53/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/TorchFort/releases/tag/v0.1.0","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 evidence, analyze NVIDIA's release signal \"NVIDIA/TorchFort v0.1.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/TorchFort v0.1.0","text":"NVIDIA released NVIDIA/TorchFort v0.1.0."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/TorchFort v0.1.0 is classified as release signal."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/TorchFort v0.1.0 belongs to releases desk."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has context","object":"NVIDIA/TorchFort","text":"NVIDIA/TorchFort v0.1.0 has context NVIDIA/TorchFort."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/TorchFort v0.1.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has captured page count","object":"1","text":"NVIDIA/TorchFort v0.1.0 has captured page count 1."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has readable page count","object":"1","text":"NVIDIA/TorchFort v0.1.0 has readable page count 1."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has related signal count","object":"6","text":"NVIDIA/TorchFort v0.1.0 has related signal count 6."},{"subject":"NVIDIA/TorchFort v0.1.0","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/TorchFort v0.1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has source host","object":"github.com","text":"NVIDIA/TorchFort v0.1.0 has source host github.com."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/TorchFort v0.1.0 has lab NVIDIA."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/TorchFort v0.1.0 has signal desk releases."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has source host","object":"github.com","text":"NVIDIA/TorchFort v0.1.0 has source host github.com."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has repository","object":"NVIDIA/TorchFort","text":"NVIDIA/TorchFort v0.1.0 has repository NVIDIA/TorchFort."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has release","object":"v0.1.0","text":"NVIDIA/TorchFort v0.1.0 has release v0.1.0."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/TorchFort v0.1.0 (NVIDIA/TorchFort). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.0 Repository: NVIDIA/TorchFort Tag: v0.1.0 Published: 2023-08-01T21:55:43Z Prerelease: yes Release notes: Initial release of TorchFort.. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/TorchFort v0.1.0","text":"NVIDIA released NVIDIA/TorchFort v0.1.0."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/TorchFort v0.1.0 is classified as release signal."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/TorchFort v0.1.0 belongs to releases desk."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has context","object":"NVIDIA/TorchFort","text":"NVIDIA/TorchFort v0.1.0 has context NVIDIA/TorchFort."},{"subject":"NVIDIA/TorchFort v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/TorchFort v0.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"85018b3d-f315-4afb-b39d-5b80462ffd53","url":"https://onlylabs.fyi/signals/85018b3d-f315-4afb-b39d-5b80462ffd53","json_url":"https://onlylabs.fyi/signals/85018b3d-f315-4afb-b39d-5b80462ffd53/signal.json","source_url":"https://github.com/NVIDIA/TorchFort/releases/tag/v0.1.0","title":"NVIDIA/TorchFort v0.1.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/TorchFort","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2023-08-01T21:55:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+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/TorchFort/releases/tag/v0.1.0"]},"facets":{"repo":"NVIDIA/TorchFort"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/TorchFort/releases/tag/v0.1.0","final_url":"https://github.com/NVIDIA/TorchFort/releases/tag/v0.1.0","title":"NVIDIA/TorchFort v0.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T07:04:13.09663+00:00","bytes":2183,"raw_path":"126aeec4bf60a23c17165290ba2160313ae6a4427609f7f9beb8b681022beda8.json","content_hash":"ed2329bde4effa3830fdddb013750554219ecbf55330e6083eb177bc2cb63c9d","excerpt_chars":1200,"truncated":false,"excerpt":"v0.1.0 Repository: NVIDIA/TorchFort Tag: v0.1.0 Published: 2023-08-01T21:55:43Z Prerelease: yes Release notes: Initial release of TorchFort."},"evidence_pages":[],"related_signals":[{"id":"45f4cdf4-5665-44fd-b290-c27312411e95","url":"https://onlylabs.fyi/signals/45f4cdf4-5665-44fd-b290-c27312411e95","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.1.0-release","title":"NVIDIA/open-nvdebug nvdebug-v2.1.0-release","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:57:30+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"25a9df96-2996-450c-a19b-ac955b7e77b7","url":"https://onlylabs.fyi/signals/25a9df96-2996-450c-a19b-ac955b7e77b7","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.0.0","title":"NVIDIA/open-nvdebug nvdebug-v2.0.0","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:55:39+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"837ce80c-4bdb-48fc-947b-8842ace3a199","url":"https://onlylabs.fyi/signals/837ce80c-4bdb-48fc-947b-8842ace3a199","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc02","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc02","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:19:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"1f40b37a-1570-4da9-b4ed-a722da3acd28","url":"https://onlylabs.fyi/signals/1f40b37a-1570-4da9-b4ed-a722da3acd28","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.25.0","title":"NVIDIA/cudnn-frontend v1.25.0","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T21:11:51+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"c5fe1a74-96b4-4f19-a620-d1b63758cdcb","url":"https://onlylabs.fyi/signals/c5fe1a74-96b4-4f19-a620-d1b63758cdcb","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc01","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc01","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T19:02:10+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"565de597-ad94-49ff-91ef-632e549ba88d","url":"https://onlylabs.fyi/signals/565de597-ad94-49ff-91ef-632e549ba88d","source_url":"https://github.com/NVIDIA/elements/releases/tag/%40nvidia-elements/styles-v2.0.2","title":"NVIDIA/elements @nvidia-elements/styles-v2.0.2","context":"NVIDIA/elements","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T18:51:17+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"}]}