{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/nvflow v1.1.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e222d331-61f0-40ca-b4da-75ee99184512","json_url":"https://onlylabs.fyi/signals/e222d331-61f0-40ca-b4da-75ee99184512/signal.json","generated_at":"2026-06-11T03:45:59.819825+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/e222d331-61f0-40ca-b4da-75ee99184512","signal_json":"https://onlylabs.fyi/signals/e222d331-61f0-40ca-b4da-75ee99184512/signal.json","source":"https://github.com/NVIDIA/nvflow/releases/tag/v1.1.0","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/nvflow v1.1.0 (NVIDIA/nvflow). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine point release from NVIDIA · Release v1.1.0 Repository: NVIDIA/nvflow Tag: v1.1.0 Published: 2026-05-09T02:02:06Z Prerelease: no Release notes: Highlights Container | Software Component | Version |.... 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/nvflow/releases/tag/v1.1.0","source_host":"github.com","occurred_at":"2026-05-09T02:02:06+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","context":"NVIDIA/nvflow"},"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/nvflow","source":"source"},{"label":"Release","value":"Release v1.1.0","source":"source"},{"label":"Notability","value":"Routine point release from 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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/e222d331-61f0-40ca-b4da-75ee99184512/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/nvflow/releases/tag/v1.1.0","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/nvflow v1.1.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/nvflow v1.1.0","text":"NVIDIA released NVIDIA/nvflow v1.1.0."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/nvflow v1.1.0 is classified as release signal."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/nvflow v1.1.0 belongs to releases desk."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has context","object":"NVIDIA/nvflow","text":"NVIDIA/nvflow v1.1.0 has context NVIDIA/nvflow."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvflow v1.1.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has captured page count","object":"1","text":"NVIDIA/nvflow v1.1.0 has captured page count 1."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has readable page count","object":"1","text":"NVIDIA/nvflow v1.1.0 has readable page count 1."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has related signal count","object":"6","text":"NVIDIA/nvflow v1.1.0 has related signal count 6."},{"subject":"NVIDIA/nvflow v1.1.0","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/nvflow v1.1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has source host","object":"github.com","text":"NVIDIA/nvflow v1.1.0 has source host github.com."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/nvflow v1.1.0 has lab NVIDIA."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/nvflow v1.1.0 has signal desk releases."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has source host","object":"github.com","text":"NVIDIA/nvflow v1.1.0 has source host github.com."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has repository","object":"NVIDIA/nvflow","text":"NVIDIA/nvflow v1.1.0 has repository NVIDIA/nvflow."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has release","object":"Release v1.1.0","text":"NVIDIA/nvflow v1.1.0 has release Release v1.1.0."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has notability","object":"Routine point release from NVIDIA","text":"NVIDIA/nvflow v1.1.0 has notability Routine point release from NVIDIA."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has watch term","object":"Model card","text":"NVIDIA/nvflow v1.1.0 has watch term Model card."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/nvflow v1.1.0 has watch term 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine point release from NVIDIA · Release v1.1.0 Repository: NVIDIA/nvflow Tag: v1.1.0 Published: 2026-05-09T02:02:06Z Prerelease: no Release notes: Highlights Container | Software Component | Version |.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/nvflow v1.1.0","text":"NVIDIA released NVIDIA/nvflow v1.1.0."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/nvflow v1.1.0 is classified as release signal."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/nvflow v1.1.0 belongs to releases desk."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has context","object":"NVIDIA/nvflow","text":"NVIDIA/nvflow v1.1.0 has context NVIDIA/nvflow."},{"subject":"NVIDIA/nvflow v1.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvflow v1.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e222d331-61f0-40ca-b4da-75ee99184512","url":"https://onlylabs.fyi/signals/e222d331-61f0-40ca-b4da-75ee99184512","json_url":"https://onlylabs.fyi/signals/e222d331-61f0-40ca-b4da-75ee99184512/signal.json","source_url":"https://github.com/NVIDIA/nvflow/releases/tag/v1.1.0","title":"NVIDIA/nvflow v1.1.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/nvflow","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-09T02:02:06+00:00","first_seen_at":"2026-06-05T20:58:43.255815+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/nvflow/releases/tag/v1.1.0"]},"facets":{"repo":"NVIDIA/nvflow"},"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/nvflow/releases/tag/v1.1.0","final_url":"https://github.com/NVIDIA/nvflow/releases/tag/v1.1.0","title":"NVIDIA/nvflow v1.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:59.819825+00:00","bytes":3428,"raw_path":"6a59862686cc53c04cfd30bb3f197654e1120b9e2c979560969add37ea082881.json","content_hash":"ff51b372344ab09f45fe6f56c1b450d46a6bcc750d9d762b8fd9c37341aa530a","excerpt_chars":1200,"truncated":true,"excerpt":"Release v1.1.0 Repository: NVIDIA/nvflow Tag: v1.1.0 Published: 2026-05-09T02:02:06Z Prerelease: no Release notes: Highlights Container | Software Component | Version | |---|---| | NeMo-RL | v0.6.0 | | NeMo-Skills | 0229040 (commit) | | vLLM (eval/SDG) | 0.18.1 | | vLLM (GRPO) | 0.17.1 | | sglang | v0.5.10.post1 | GRPO Multi-Environment Training Two-environment GRPO pipeline with split configs to prevent cross-environment leaks: - `equivalence_llm_judge` — FSDP v2 backend, 16 GPUs - `finance_sec_search` — Megatron backend with YaRN (131K context), 64 GPUs Qwen3-30B-A3B Production Pipeline Full GRPO config for Qwen3-30B-A3B MoE with curriculum ordering, dynamic sampling, and context parallelism. 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