{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Model: nvidia/instant-nurec","description":"NVIDIA model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/71060333-75b0-4216-9d45-ae6e727d80ca","json_url":"https://onlylabs.fyi/signals/71060333-75b0-4216-9d45-ae6e727d80ca/signal.json","generated_at":"2026-06-11T02:40:52.283243+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/71060333-75b0-4216-9d45-ae6e727d80ca","signal_json":"https://onlylabs.fyi/signals/71060333-75b0-4216-9d45-ae6e727d80ca/signal.json","source":"https://huggingface.co/nvidia/instant-nurec","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/instant-nurec. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 31 HF downloads · Low downloads; minor model release. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/nvidia/instant-nurec","source_host":"huggingface.co","occurred_at":"2026-05-12T16:12:08+00:00","first_seen_at":"2026-06-06T01:49:31.719819+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"image-to-3d","source":"model"},{"label":"License","value":"other","source":"model"},{"label":"Downloads","value":"31","source":"traction"},{"label":"Likes","value":"9","source":"traction"},{"label":"Notability","value":"Low downloads; minor model release","source":"signal"},{"label":"Watch term","value":"RL 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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 shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model 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/71060333-75b0-4216-9d45-ae6e727d80ca/signal.json","required":true},{"label":"source","url":"https://huggingface.co/nvidia/instant-nurec","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 model signal \"nvidia/instant-nurec\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published model","object":"nvidia/instant-nurec","text":"NVIDIA published model nvidia/instant-nurec."},{"subject":"nvidia/instant-nurec","predicate":"is classified as","object":"model signal","text":"nvidia/instant-nurec is classified as model signal."},{"subject":"nvidia/instant-nurec","predicate":"belongs to","object":"releases desk","text":"nvidia/instant-nurec belongs to releases desk."},{"subject":"nvidia/instant-nurec","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nvidia/instant-nurec has evidence coverage 1 captured evidence page."},{"subject":"nvidia/instant-nurec","predicate":"has captured page count","object":"1","text":"nvidia/instant-nurec has captured page count 1."},{"subject":"nvidia/instant-nurec","predicate":"has readable page count","object":"1","text":"nvidia/instant-nurec has readable page count 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This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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The model uses an alternate-attention Vision Transformer encoder following the Depth-Anything-v3 (DAv3) design and is initialized from the DAv3 ViT-Base checkpoint (DINOv2-based) before being finetuned on NVIDIA AV data. Instant-NuRec allows users to generate Gaussian Splats in less than 2 minutes. This model was trained to take up to 90 input images (5 views x 18 frames) with a resolution of 504x280. ![Instant-NuRec demo](./docs/demo.gif) This model is ready for commercial/non-commercial use. License/Terms of Use: Governing Terms: Use of this model system is governed by the [NVIDIA Open Model License..."},"evidence_pages":[{"url":"https://huggingface.co/nvidia/instant-nurec/raw/main/README.md","final_url":"https://huggingface.co/nvidia/instant-nurec/raw/main/README.md","title":"nvidia/instant-nurec model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:52.283243+00:00","bytes":11118,"raw_path":"143524f2e9595d730576a3bc1d5063191db992c682cdc9fa2d73c8477be12bd3.md","content_hash":"1f0ed036e5d8afacc384122d4c9b733f58d76fc622ef34e53060978c9d633b40","excerpt_chars":1200,"truncated":true,"excerpt":"--- language: - en license: other license_name: nvidia-open-model-license license_link: >- https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license tags: - nvidia - instant-nurec - image-to-3d - 3d-generation - gaussian-splatting - physical-ai pipeline_tag: image-to-3d --- Instant-NuRec | Model Card [**Code**](https://github.com/NVIDIA/instant-nurec) | [**Model**](https://huggingface.co/nvidia/instant-nurec) Description: Instant-NuRec is a model that takes a series of images as input and outputs Gaussian Splats. The model uses an alternate-attention Vision Transformer encoder following the Depth-Anything-v3 (DAv3) design and is initialized from the DAv3 ViT-Base checkpoint (DINOv2-based) before being finetuned on NVIDIA AV data. Instant-NuRec allows users to generate Gaussian Splats in less than 2 minutes. This model was trained to take up to 90 input images (5 views x 18 frames) with a resolution of 504x280. ![Instant-NuRec demo](./docs/demo.gif) This model is ready for commercial/non-commercial use. 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