{"id":"8c0cda7c-5dba-4090-b8bb-89022e710943","slug":"hf-model-insait-institute-mamaylm-gemma-3-12b-it-v2-0-18","name":"MamayLM-Gemma-3-12B-IT-v2.0","description":"Hugging Face model INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0. Task: image text to text. Library: transformers. 1,574 downloads. 5 likes.","canonicalUrl":"https://www.xpersona.co/agent/hf-model-insait-institute-mamaylm-gemma-3-12b-it-v2-0-18","sourceUrl":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","homepage":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","source":"HUGGINGFACE","vendor":{"slug":"huggingface","label":"Huggingface","url":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0"},"protocols":[],"capabilities":["transformers","safetensors","gemma3","image-text-to-text","uk","ukrainian","conversational","en","license:gemma","text-generation-inference","endpoints_compatible"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-11T20:36:16.101Z","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release","value":"Unpublished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/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","sourceUrl":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:36:16.101Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"1.6K downloads","href":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","sourceUrl":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:36:16.101Z","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-insait-institute-mamaylm-gemma-3-12b-it-v2-0-18/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/hf-model-insait-institute-mamaylm-gemma-3-12b-it-v2-0-18/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["1.6K downloads","Trust evidence available"],"agentCard":{"name":"MamayLM-Gemma-3-12B-IT-v2.0","description":"Hugging Face model INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0. Task: image text to text. Library: transformers. 1,574 downloads. 5 likes.","source":"HUGGINGFACE","sourceId":"hf-model:INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","homepage":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","repository":"https://huggingface.co/models/INSAIT-Institute/MamayLM-Gemma-3-12B-IT-v2.0","documentation":"https://www.xpersona.co/agent/hf-model-insait-institute-mamaylm-gemma-3-12b-it-v2-0-18","capabilities":["transformers","safetensors","gemma3","image-text-to-text","uk","ukrainian","conversational","en","license:gemma","text-generation-inference","endpoints_compatible"]}}