{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/nvidia-resiliency-ext","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2","json_url":"https://onlylabs.fyi/signals/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2/signal.json","generated_at":"2026-06-11T03:56:01.503095+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/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2","signal_json":"https://onlylabs.fyi/signals/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2/signal.json","source":"https://github.com/NVIDIA/nvidia-resiliency-ext","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA/nvidia-resiliency-ext (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nvidia-resiliency-ext · language Python · Solid new repo with decent stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/nvidia-resiliency-ext","source_host":"github.com","occurred_at":"2024-10-04T18:31:44+00:00","first_seen_at":"2026-06-06T01:49:43.157024+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/nvidia-resiliency-ext","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"297","source":"traction"},{"label":"Notability","value":"Solid new repo with decent stars","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"training","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"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/nvidia-resiliency-ext"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:56:01.503095+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["training"],"score":14,"reason":"NVIDIA has a repo signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Infrastructure?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/nvidia-resiliency-ext","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":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 repo signal \"NVIDIA/nvidia-resiliency-ext\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nvidia-resiliency-ext","text":"NVIDIA published repo NVIDIA/nvidia-resiliency-ext."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nvidia-resiliency-ext is classified as repo signal."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nvidia-resiliency-ext belongs to repos desk."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has context","object":"Python","text":"NVIDIA/nvidia-resiliency-ext has context Python."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvidia-resiliency-ext has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/nvidia-resiliency-ext matches data-business lanes Infrastructure."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has captured page count","object":"1","text":"NVIDIA/nvidia-resiliency-ext has captured page count 1."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has readable page count","object":"1","text":"NVIDIA/nvidia-resiliency-ext has readable page count 1."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has related signal count","object":"6","text":"NVIDIA/nvidia-resiliency-ext has related signal count 6."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"NVIDIA/nvidia-resiliency-ext has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has source host","object":"github.com","text":"NVIDIA/nvidia-resiliency-ext has source host github.com."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/nvidia-resiliency-ext has lab NVIDIA."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has signal desk","object":"repos","text":"NVIDIA/nvidia-resiliency-ext has signal desk repos."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has source host","object":"github.com","text":"NVIDIA/nvidia-resiliency-ext has source host github.com."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has repository","object":"NVIDIA/nvidia-resiliency-ext","text":"NVIDIA/nvidia-resiliency-ext has repository NVIDIA/nvidia-resiliency-ext."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has language","object":"Python","text":"NVIDIA/nvidia-resiliency-ext has language Python."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has stars","object":"297","text":"NVIDIA/nvidia-resiliency-ext has stars 297."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has notability","object":"Solid new repo with decent stars","text":"NVIDIA/nvidia-resiliency-ext has notability Solid new repo with decent stars."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has radar lane","object":"Infrastructure","text":"NVIDIA/nvidia-resiliency-ext has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/nvidia-resiliency-ext (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nvidia-resiliency-ext · language Python · Solid new repo with decent stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nvidia-resiliency-ext","text":"NVIDIA published repo NVIDIA/nvidia-resiliency-ext."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nvidia-resiliency-ext is classified as repo signal."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nvidia-resiliency-ext belongs to repos desk."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has context","object":"Python","text":"NVIDIA/nvidia-resiliency-ext has context Python."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nvidia-resiliency-ext has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/nvidia-resiliency-ext","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/nvidia-resiliency-ext matches data-business lanes Infrastructure."}]},"signal":{"id":"8e5f8a5e-5a36-4982-b888-4d6f402b2fd2","url":"https://onlylabs.fyi/signals/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2","json_url":"https://onlylabs.fyi/signals/8e5f8a5e-5a36-4982-b888-4d6f402b2fd2/signal.json","source_url":"https://github.com/NVIDIA/nvidia-resiliency-ext","title":"NVIDIA/nvidia-resiliency-ext","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2024-10-04T18:31:44+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/nvidia-resiliency-ext"]},"facets":{"repo":"NVIDIA/nvidia-resiliency-ext","language":"Python"},"traction":{"github_stars":297,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":14,"matched_terms":["training"],"reason":"NVIDIA has a repo signal matching infrastructure."}},"primary_evidence_page":{"url":"https://github.com/NVIDIA/nvidia-resiliency-ext","final_url":"https://github.com/NVIDIA/nvidia-resiliency-ext","title":"NVIDIA/nvidia-resiliency-ext repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:01.503095+00:00","bytes":11727,"raw_path":"fe499e9fd5abc7486479cdfda63f17fbea5a902eb8902507ae6afe1a9e61ba20.json","content_hash":"4b12d2a4d853816c63ee9fa2af9a23741b061dc3a758be969b31635e6cec8f57","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nvidia-resiliency-ext Description: NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the effective training time by minimizing the downtime due to failures and interruptions. Language: Python License: NOASSERTION Stars: 296 Forks: 53 Open issues: 24 Created: 2024-10-04T18:31:44Z Pushed: 2026-06-10T17:02:44Z Default branch: main Fork: no Archived: no README: NVIDIA Resiliency Extension The NVIDIA Resiliency Extension (NVRx) integrates multiple resiliency-focused solutions for PyTorch-based workloads. Users can modularly integrate NVRx capabilities into their own infrastructure to maximize AI training productivity at scale. NVRx maximizes goodput by enabling system-wide health checks, quickly detecting faults at runtime and resuming training automatically. NVRx minimizes loss of work by enabling fast and frequent checkpointing. For detailed documentation and usage information about each component, please refer to https://nvidia.github.io/nvidia-resiliency-ext/. > ⚠️ NOTE: This project is still experimental and under active development. The code, features, and documentation are evolving rapidly...."},"evidence_pages":[{"url":"https://github.com/NVIDIA/nvidia-resiliency-ext","final_url":"https://github.com/NVIDIA/nvidia-resiliency-ext","title":"NVIDIA/nvidia-resiliency-ext repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:01.503095+00:00","bytes":11727,"raw_path":"fe499e9fd5abc7486479cdfda63f17fbea5a902eb8902507ae6afe1a9e61ba20.json","content_hash":"4b12d2a4d853816c63ee9fa2af9a23741b061dc3a758be969b31635e6cec8f57","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nvidia-resiliency-ext Description: NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the effective training time by minimizing the downtime due to failures and interruptions. Language: Python License: NOASSERTION Stars: 296 Forks: 53 Open issues: 24 Created: 2024-10-04T18:31:44Z Pushed: 2026-06-10T17:02:44Z Default branch: main Fork: no Archived: no README: NVIDIA Resiliency Extension The NVIDIA Resiliency Extension (NVRx) integrates multiple resiliency-focused solutions for PyTorch-based workloads. Users can modularly integrate NVRx capabilities into their own infrastructure to maximize AI training productivity at scale. NVRx maximizes goodput by enabling system-wide health checks, quickly detecting faults at runtime and resuming training automatically. NVRx minimizes loss of work by enabling fast and frequent checkpointing. For detailed documentation and usage information about each component, please refer to https://nvidia.github.io/nvidia-resiliency-ext/. > ⚠️ NOTE: This project is still experimental and under active development. The code, features, and documentation are evolving rapidly...."}],"related_signals":[{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"69994713-c7b8-497a-9632-f22a985e3ab2","url":"https://onlylabs.fyi/signals/69994713-c7b8-497a-9632-f22a985e3ab2","source_url":"https://github.com/NVIDIA/instant-nurec","title":"NVIDIA/instant-nurec","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-22T18:08:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"8e495175-9ea0-4970-8f0c-bce8e6eeddbb","url":"https://onlylabs.fyi/signals/8e495175-9ea0-4970-8f0c-bce8e6eeddbb","source_url":"https://github.com/NVIDIA/nv-config-manager","title":"NVIDIA/nv-config-manager","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-21T20:26:37+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"20d352e8-82e7-477b-8bdf-923812420180","url":"https://onlylabs.fyi/signals/20d352e8-82e7-477b-8bdf-923812420180","source_url":"https://github.com/NVIDIA/nurec-skills","title":"NVIDIA/nurec-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-20T18:40:04+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"9ea31493-953e-4b1e-bdf1-e116d282f650","url":"https://onlylabs.fyi/signals/9ea31493-953e-4b1e-bdf1-e116d282f650","source_url":"https://github.com/NVIDIA/cosmos-framework","title":"NVIDIA/cosmos-framework","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T16:27:26+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"6d0e432a-4b75-4cda-880e-54189f717d5b","url":"https://onlylabs.fyi/signals/6d0e432a-4b75-4cda-880e-54189f717d5b","source_url":"https://github.com/NVIDIA/harmonizer","title":"NVIDIA/harmonizer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T15:39:32+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"}]}