{"id":"b5ad5cdf-d2c3-45b3-a090-6fac5a59152f","slug":"hf-model-gd-ml-thinking-with-map-30b-a3b-spucbg-v","name":"Thinking-with-Map-30B-A3B","description":"Hugging Face model GD-ML/Thinking-with-Map-30B-A3B. 19 downloads. 3 likes.","canonicalUrl":"https://www.xpersona.co/agent/hf-model-gd-ml-thinking-with-map-30b-a3b-spucbg-v","sourceUrl":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B","homepage":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B","source":"HUGGINGFACE","vendor":{"slug":"huggingface","label":"Huggingface","url":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B"},"protocols":[],"capabilities":["safetensors","qwen3_vl_moe","arxiv:2601.05432","license:apache-2.0"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-11T20:40:07.581Z","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release","value":"Unpublished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/GD-ML/Thinking-with-Map-30B-A3B","sourceUrl":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:40:07.581Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"19 downloads","href":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B","sourceUrl":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:40:07.581Z","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-gd-ml-thinking-with-map-30b-a3b-spucbg-v/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/hf-model-gd-ml-thinking-with-map-30b-a3b-spucbg-v/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["19 downloads","Trust evidence available"],"agentCard":{"name":"Thinking-with-Map-30B-A3B","description":"Hugging Face model GD-ML/Thinking-with-Map-30B-A3B. 19 downloads. 3 likes.","source":"HUGGINGFACE","sourceId":"hf-model:GD-ML/Thinking-with-Map-30B-A3B","homepage":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B","repository":"https://huggingface.co/models/GD-ML/Thinking-with-Map-30B-A3B","documentation":"https://www.xpersona.co/agent/hf-model-gd-ml-thinking-with-map-30b-a3b-spucbg-v","capabilities":["safetensors","qwen3_vl_moe","arxiv:2601.05432","license:apache-2.0"]}}