{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/earth2studio 0.20.0","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/4cdb62ae-2c2e-435b-be27-f794f35942ee","json_url":"https://onlylabs.fyi/signals/4cdb62ae-2c2e-435b-be27-f794f35942ee/signal.json","generated_at":"2026-10-30T17:45:43.037Z","evidence_latest_fetched_at":"2026-10-30T07:04:16.589556+00:00","signal_first_seen_at":"2026-10-30T07:00:44.253702+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/4cdb62ae-2c2e-435b-be27-f794f35942ee","signal_json":"https://onlylabs.fyi/signals/4cdb62ae-2c2e-435b-be27-f794f35942ee/signal.json","source":"https://github.com/NVIDIA/earth2studio/releases/tag/0.20.0","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/earth2studio 0.20.0 (NVIDIA/earth2studio). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.20.0 Repository: NVIDIA/earth2studio Tag: 0.20.0 Published: 2026-10-29T23:54:21Z Prerelease: no Release notes: Earth2Studio general release 0.20.0 :rotating_light:.... 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/earth2studio/releases/tag/0.20.0","source_host":"github.com","occurred_at":"2026-10-29T23:54:21+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source","context":"NVIDIA/earth2studio"},"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/earth2studio","source":"source"},{"label":"Release","value":"v0.20.0","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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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/4cdb62ae-2c2e-435b-be27-f794f35942ee/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/earth2studio/releases/tag/0.20.0","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/earth2studio 0.20.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/earth2studio 0.20.0","text":"NVIDIA released NVIDIA/earth2studio 0.20.0."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/earth2studio 0.20.0 is classified as release signal."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/earth2studio 0.20.0 belongs to releases desk."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has context","object":"NVIDIA/earth2studio","text":"NVIDIA/earth2studio 0.20.0 has context NVIDIA/earth2studio."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/earth2studio 0.20.0 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has 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0.20.0","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/earth2studio 0.20.0 has lab NVIDIA."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has signal desk","object":"releases","text":"NVIDIA/earth2studio 0.20.0 has signal desk releases."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has source host","object":"github.com","text":"NVIDIA/earth2studio 0.20.0 has source host github.com."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has repository","object":"NVIDIA/earth2studio","text":"NVIDIA/earth2studio 0.20.0 has repository NVIDIA/earth2studio."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has release","object":"v0.20.0","text":"NVIDIA/earth2studio 0.20.0 has release v0.20.0."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has watch term","object":"Eval methodology","text":"NVIDIA/earth2studio 0.20.0 has watch term Eval methodology."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has watch 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.20.0 Repository: NVIDIA/earth2studio Tag: 0.20.0 Published: 2026-10-29T23:54:21Z Prerelease: no Release notes: Earth2Studio general release 0.20.0 :rotating_light:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/earth2studio 0.20.0","text":"NVIDIA released NVIDIA/earth2studio 0.20.0."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"is classified as","object":"release signal","text":"NVIDIA/earth2studio 0.20.0 is classified as release signal."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"belongs to","object":"releases desk","text":"NVIDIA/earth2studio 0.20.0 belongs to releases desk."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has context","object":"NVIDIA/earth2studio","text":"NVIDIA/earth2studio 0.20.0 has context NVIDIA/earth2studio."},{"subject":"NVIDIA/earth2studio 0.20.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/earth2studio 0.20.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4cdb62ae-2c2e-435b-be27-f794f35942ee","url":"https://onlylabs.fyi/signals/4cdb62ae-2c2e-435b-be27-f794f35942ee","json_url":"https://onlylabs.fyi/signals/4cdb62ae-2c2e-435b-be27-f794f35942ee/signal.json","source_url":"https://github.com/NVIDIA/earth2studio/releases/tag/0.20.0","title":"NVIDIA/earth2studio 0.20.0","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/earth2studio","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-29T23:54:21+00:00","first_seen_at":"2026-10-30T07:00:44.253702+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/earth2studio/releases/tag/0.20.0"]},"facets":{"repo":"NVIDIA/earth2studio"},"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/earth2studio/releases/tag/0.20.0","final_url":"https://github.com/NVIDIA/earth2studio/releases/tag/0.20.0","title":"NVIDIA/earth2studio 0.20.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-30T07:04:16.589556+00:00","bytes":12994,"raw_path":"ea24fc3458e85e67ad9ff8c437207a675b6b4f710a11465acaac7e633ccf6a2f.json","content_hash":"d336238d12524b8943817a2c252f6dabbc2dcce94d0aa29b9c2cb713a5ff2b1f","excerpt_chars":1200,"truncated":true,"excerpt":"v0.20.0 Repository: NVIDIA/earth2studio Tag: 0.20.0 Published: 2026-10-29T23:54:21Z Prerelease: no Release notes: Earth2Studio general release 0.20.0 :rotating_light: Breaking Changes :rotating_light: - NCEP observation frames now use Arrow-backed dtypes throughout. Missing values are nulls, string columns are dictionary-encoded, and `NNJAObsSatwnd` quality indicators use `list>` instead of Python lists. Consumers that depend on the previous pandas dtypes or missing-value representation should update accordingly. - `CorrDiffEra5Hrrr.load_model` now defaults to the distilled model; pass `distilled_model=False` to use the 50-step teacher. :closed_book: Changelog :earth_americas: Added - Added subseasonal-to-seasonal evaluation capability in the eval recipe, with `WindowMeanForecastPipeline` and `WindowMeanSource`. - Added the distilled ERA5 -> HRRR downscaling model (`CorrDiffEra5HrrrDistilled`). - Added StormScope Flash variants of `StormScopeGOES` and `StormScopeMRMS` for accelerated inference over CONUS, including crop-based inference. - Added HealDA v2 (`HealDAv2`), a global machine-learning data-assimilation model mapping a 48-hour sequence of satellite and conventional..."},"evidence_pages":[],"related_signals":[{"id":"9df1461f-7e06-4de1-a83f-3bc52b04f599","url":"https://onlylabs.fyi/signals/9df1461f-7e06-4de1-a83f-3bc52b04f599","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1","title":"NVIDIA/cudnn-frontend v1.32.1","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-30T06:45:56+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source"},{"id":"9394e2e1-c643-49a1-9395-363ff4ec883f","url":"https://onlylabs.fyi/signals/9394e2e1-c643-49a1-9395-363ff4ec883f","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1-rc.77808318","title":"NVIDIA/cudnn-frontend v1.32.1-rc.77808318","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-30T06:25:37+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source"},{"id":"58ad8bfd-45b3-40d2-b856-05d8cdc2e894","url":"https://onlylabs.fyi/signals/58ad8bfd-45b3-40d2-b856-05d8cdc2e894","source_url":"https://github.com/NVIDIA/nvcf/releases/tag/deploy/stacks/self-managed/v1.1.2","title":"NVIDIA/nvcf deploy/stacks/self-managed/v1.1.2","context":"NVIDIA/nvcf","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-30T05:10:28+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source"},{"id":"6127d4b1-e326-423f-97ea-937e9bf921b3","url":"https://onlylabs.fyi/signals/6127d4b1-e326-423f-97ea-937e9bf921b3","source_url":"https://github.com/NVIDIA/nvcf/releases/tag/deploy/helm/api-keys-colocated/v1.9.2","title":"NVIDIA/nvcf deploy/helm/api-keys-colocated/v1.9.2","context":"NVIDIA/nvcf","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-30T04:39:58+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source"},{"id":"60902458-5800-478b-9866-a46485eb888b","url":"https://onlylabs.fyi/signals/60902458-5800-478b-9866-a46485eb888b","source_url":"https://github.com/NVIDIA/pytorch-windows-ci/releases/tag/woa-nightly-20261029-r40853143070","title":"NVIDIA/pytorch-windows-ci woa-nightly-20261029-r40853143070","context":"NVIDIA/pytorch-windows-ci","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-30T03:02:15+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source"},{"id":"b68ed83a-8e26-4ddd-a4b9-667fd2fc1cd4","url":"https://onlylabs.fyi/signals/b68ed83a-8e26-4ddd-a4b9-667fd2fc1cd4","source_url":"https://github.com/NVIDIA/srt-slurm/releases/tag/v2.65.3","title":"NVIDIA/srt-slurm v2.65.3","context":"NVIDIA/srt-slurm","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-29T23:53:52+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source"}]}