{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/kvpress v0.5.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1cedab14-682f-45fe-84c1-0215cce9f79a","json_url":"https://onlylabs.fyi/signals/1cedab14-682f-45fe-84c1-0215cce9f79a/signal.json","generated_at":"2026-06-11T03:11:25.528427+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/1cedab14-682f-45fe-84c1-0215cce9f79a","signal_json":"https://onlylabs.fyi/signals/1cedab14-682f-45fe-84c1-0215cce9f79a/signal.json","source":"https://github.com/NVIDIA/kvpress/releases/tag/v0.5.0","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/kvpress v0.5.0 (NVIDIA/kvpress). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.5.0 Repository: NVIDIA/kvpress Tag: v0.5.0 Published: 2026-01-28T11:55:52Z Prerelease: no Release notes: - Upgrade to transformers v5 and fix broken tests associated.... 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/kvpress/releases/tag/v0.5.0","source_host":"github.com","occurred_at":"2026-01-28T11:55:52+00:00","first_seen_at":"2026-06-10T07:01:26.094065+00:00","date_source":"source","context":"NVIDIA/kvpress"},"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/kvpress","source":"source"},{"label":"Release","value":"v0.5.0","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/kvpress/releases/tag/v0.5.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:11:25.528427+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1cedab14-682f-45fe-84c1-0215cce9f79a/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/1cedab14-682f-45fe-84c1-0215cce9f79a/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/kvpress/releases/tag/v0.5.0","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/kvpress v0.5.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/kvpress v0.5.0","text":"NVIDIA released NVIDIA/kvpress v0.5.0."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/kvpress v0.5.0 is classified as release signal."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/kvpress v0.5.0 belongs to releases desk."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has context","object":"NVIDIA/kvpress","text":"NVIDIA/kvpress v0.5.0 has context NVIDIA/kvpress."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/kvpress v0.5.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has captured page count","object":"1","text":"NVIDIA/kvpress v0.5.0 has captured page count 1."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has readable page count","object":"1","text":"NVIDIA/kvpress v0.5.0 has readable page count 1."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has related signal count","object":"6","text":"NVIDIA/kvpress v0.5.0 has related signal count 6."},{"subject":"NVIDIA/kvpress v0.5.0","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/kvpress v0.5.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has source host","object":"github.com","text":"NVIDIA/kvpress v0.5.0 has source host github.com."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/kvpress v0.5.0 has lab NVIDIA."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/kvpress v0.5.0 has signal desk releases."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has source host","object":"github.com","text":"NVIDIA/kvpress v0.5.0 has source host github.com."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has repository","object":"NVIDIA/kvpress","text":"NVIDIA/kvpress v0.5.0 has repository NVIDIA/kvpress."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has release","object":"v0.5.0","text":"NVIDIA/kvpress v0.5.0 has release v0.5.0."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/kvpress v0.5.0 (NVIDIA/kvpress). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.5.0 Repository: NVIDIA/kvpress Tag: v0.5.0 Published: 2026-01-28T11:55:52Z Prerelease: no Release notes: - Upgrade to transformers v5 and fix broken tests associated.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/kvpress v0.5.0","text":"NVIDIA released NVIDIA/kvpress v0.5.0."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/kvpress v0.5.0 is classified as release signal."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/kvpress v0.5.0 belongs to releases desk."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has context","object":"NVIDIA/kvpress","text":"NVIDIA/kvpress v0.5.0 has context NVIDIA/kvpress."},{"subject":"NVIDIA/kvpress v0.5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/kvpress v0.5.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1cedab14-682f-45fe-84c1-0215cce9f79a","url":"https://onlylabs.fyi/signals/1cedab14-682f-45fe-84c1-0215cce9f79a","json_url":"https://onlylabs.fyi/signals/1cedab14-682f-45fe-84c1-0215cce9f79a/signal.json","source_url":"https://github.com/NVIDIA/kvpress/releases/tag/v0.5.0","title":"NVIDIA/kvpress v0.5.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/kvpress","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-01-28T11:55:52+00:00","first_seen_at":"2026-06-10T07:01:26.094065+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/kvpress/releases/tag/v0.5.0"]},"facets":{"repo":"NVIDIA/kvpress"},"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/kvpress/releases/tag/v0.5.0","final_url":"https://github.com/NVIDIA/kvpress/releases/tag/v0.5.0","title":"NVIDIA/kvpress v0.5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:11:25.528427+00:00","bytes":2175,"raw_path":"c9ad3a62aa7d945ffbef071d46370dce33a1afb1366b26d5dcb73010305c919e.json","content_hash":"ae0a411034e5734efef69ffbb2c0e8be4a488e32d9d128446d81c1051f0eba56","excerpt_chars":1200,"truncated":false,"excerpt":"v0.5.0 Repository: NVIDIA/kvpress Tag: v0.5.0 Published: 2026-01-28T11:55:52Z Prerelease: no Release notes: - Upgrade to transformers v5 and fix broken tests associated with this upgrade #180"},"evidence_pages":[{"url":"https://github.com/NVIDIA/kvpress/releases/tag/v0.5.0","final_url":"https://github.com/NVIDIA/kvpress/releases/tag/v0.5.0","title":"NVIDIA/kvpress v0.5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:11:25.528427+00:00","bytes":2175,"raw_path":"c9ad3a62aa7d945ffbef071d46370dce33a1afb1366b26d5dcb73010305c919e.json","content_hash":"ae0a411034e5734efef69ffbb2c0e8be4a488e32d9d128446d81c1051f0eba56","excerpt_chars":1200,"truncated":false,"excerpt":"v0.5.0 Repository: NVIDIA/kvpress Tag: v0.5.0 Published: 2026-01-28T11:55:52Z Prerelease: no Release notes: - Upgrade to transformers v5 and fix broken tests associated with this upgrade #180"}],"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"}]}