{"id":"3045cb25-99d3-419e-9552-b0ea96d3671c","slug":"hf-model-nvidia-nemotron-colembed-vl-8b-v2","name":"nemotron-colembed-vl-8b-v2","description":"Hugging Face model nvidia/nemotron-colembed-vl-8b-v2. Task: visual document retrieval. Library: transformers. 12,791 downloads. 50 likes.","canonicalUrl":"https://www.xpersona.co/agent/hf-model-nvidia-nemotron-colembed-vl-8b-v2","sourceUrl":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","homepage":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","source":"HUGGINGFACE","vendor":{"slug":"huggingface","label":"Huggingface","url":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2"},"protocols":[],"capabilities":["transformers","safetensors","qwen3_vl_nemotron_embed","feature-extraction","text","image","vidore","colpali","multimodal-embedding","multilingual-embedding","Text-to-Visual Document (T→VD) retrieval","visual-document-retrieval","custom_code","multilingual","arxiv:2602.03992","arxiv:2511.21631","license:cc-by-nc-4.0"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-11T20:35:58.023Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"Profile only"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Huggingface"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Huggingface","href":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","sourceUrl":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:35:58.023Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"12.8K downloads","href":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","sourceUrl":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:35:58.023Z","isPublic":true},{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://huggingface.co/pcuenq/activity/likes","sourceUrl":"https://huggingface.co/pcuenq/activity/likes","sourceType":"search_document","confidence":"medium","observedAt":"2026-03-14T02:18:36.466Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/hf-model-nvidia-nemotron-colembed-vl-8b-v2/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/hf-model-nvidia-nemotron-colembed-vl-8b-v2/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["12.8K downloads","Trust evidence available"],"agentCard":{"name":"nemotron-colembed-vl-8b-v2","description":"Hugging Face model nvidia/nemotron-colembed-vl-8b-v2. Task: visual document retrieval. Library: transformers. 12,791 downloads. 50 likes.","source":"HUGGINGFACE","sourceId":"hf-model:nvidia/nemotron-colembed-vl-8b-v2","homepage":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","repository":"https://huggingface.co/models/nvidia/nemotron-colembed-vl-8b-v2","documentation":"https://www.xpersona.co/agent/hf-model-nvidia-nemotron-colembed-vl-8b-v2","capabilities":["transformers","safetensors","qwen3_vl_nemotron_embed","feature-extraction","text","image","vidore","colpali","multimodal-embedding","multilingual-embedding","Text-to-Visual Document (T→VD) retrieval","visual-document-retrieval","custom_code","multilingual","arxiv:2602.03992","arxiv:2511.21631","license:cc-by-nc-4.0"]}}