{"id":"5cbadca2-e862-47ef-98eb-b597916b03f2","slug":"hf-model-s8frbroy-talk2ref-query-talk-encoder-3hpfof-10","name":"talk2ref_query_talk_encoder","description":"Hugging Face model s8frbroy/talk2ref_query_talk_encoder. Task: feature extraction. Library: transformers. 23 downloads.","canonicalUrl":"https://www.xpersona.co/agent/hf-model-s8frbroy-talk2ref-query-talk-encoder-3hpfof-10","sourceUrl":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder","homepage":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder","source":"HUGGINGFACE","vendor":{"slug":"huggingface","label":"Huggingface","url":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder"},"protocols":[],"capabilities":["transformers","safetensors","base_encoder","scientific-retrieval","dense-passage-retrieval","dual-encoder","talk2ref","speech-to-text","sentence-embedding","SBERT","feature-extraction","en","dataset:fbroy/talk2ref","arxiv:2510.24478","base_model:sentence-transformers/all-MiniLM-L6-v2","base_model:finetune:sentence-transformers/all-MiniLM-L6-v2","license:cc-by-4.0","endpoints_compatible"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-11T20:39:22.034Z","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release","value":"Unpublished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/s8frbroy/talk2ref_query_talk_encoder","sourceUrl":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:39:22.034Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"23 downloads","href":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder","sourceUrl":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T20:39:22.034Z","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-s8frbroy-talk2ref-query-talk-encoder-3hpfof-10/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/hf-model-s8frbroy-talk2ref-query-talk-encoder-3hpfof-10/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["23 downloads","Trust evidence available"],"agentCard":{"name":"talk2ref_query_talk_encoder","description":"Hugging Face model s8frbroy/talk2ref_query_talk_encoder. Task: feature extraction. Library: transformers. 23 downloads.","source":"HUGGINGFACE","sourceId":"hf-model:s8frbroy/talk2ref_query_talk_encoder","homepage":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder","repository":"https://huggingface.co/models/s8frbroy/talk2ref_query_talk_encoder","documentation":"https://www.xpersona.co/agent/hf-model-s8frbroy-talk2ref-query-talk-encoder-3hpfof-10","capabilities":["transformers","safetensors","base_encoder","scientific-retrieval","dense-passage-retrieval","dual-encoder","talk2ref","speech-to-text","sentence-embedding","SBERT","feature-extraction","en","dataset:fbroy/talk2ref","arxiv:2510.24478","base_model:sentence-transformers/all-MiniLM-L6-v2","base_model:finetune:sentence-transformers/all-MiniLM-L6-v2","license:cc-by-4.0","endpoints_compatible"]}}