{"id":"tencent-kalm-embedding-gemma3-12b-2511","slug":"tencent-kalm-embedding-gemma3-12b-2511","name":"Tencent Kalm Embedding Gemma3 12B 2511","orgId":"tencent","family":"tencent-kalm-embedding-gemma3-12b-2511","releaseDate":"2025-11-06","availability":"ga","openWeights":true,"license":null,"paramsTotal":11766000000,"contextWindow":null,"knowledgeCutoff":null,"modelCardUrl":"https://huggingface.co/tencent/KaLM-Embedding-Gemma3-12B-2511","hfRepo":"tencent/KaLM-Embedding-Gemma3-12B-2511","modalities":["embedding"],"aliases":["tencent-KaLM-Embedding-Gemma3-12B-2511","Tencent Kalm Embedding Gemma3 12B 2511"],"aliasNote":null,"organization":{"id":"tencent","name":"tencent","slug":"tencent","country":null,"url":null,"color":"#A39E8F","mark":"TE"},"price":null,"answer":{"word":"Yes.","scope":"SOTA in co-SOTA in Embeddings.","lead":"As of Oct 14, 2026, Tencent Kalm Embedding Gemma3 12B 2511 from tencent. SOTA in co-SOTA in Embeddings. Tencent Kalm Embedding Gemma3 12B 2511 is tied for SOTA in Embeddings with Qwen Qwen3 Embedding 8B, Microsoft Harrier Oss V1 27B, within the margin of error, since 2026-04-01.","confidence":"medium"},"verdicts":[{"id":"v_overall_embeddings_tencent-kalm-embedding-gemma3-12b-2511_2026-04-01_open_CO_SOTA","model":"tencent-kalm-embedding-gemma3-12b-2511","model_name":"Tencent Kalm Embedding Gemma3 12B 2511","category":"embeddings","category_name":"Embeddings","slice":"overall","state":"CO_SOTA","rank":2,"margin":0,"confidence":"medium","valid_from":"2026-04-01","valid_to":null,"configuration":null,"rationale":"Tencent Kalm Embedding Gemma3 12B 2511 is tied for SOTA in Embeddings with Qwen Qwen3 Embedding 8B, Microsoft Harrier Oss V1 27B, within the margin of error, since 2026-04-01.","safeguard_flags":["two_signal_confirmed"],"co_sota_with":["qwen-qwen3-embedding-8b","microsoft-harrier-oss-v1-27b"],"challengers":[],"methodology":"1.0","label":"Co-SOTA · Embeddings"},{"id":"v_open-weights_embeddings_tencent-kalm-embedding-gemma3-12b-2511_2026-04-01_open_CO_SOTA","model":"tencent-kalm-embedding-gemma3-12b-2511","model_name":"Tencent Kalm Embedding Gemma3 12B 2511","category":"embeddings","category_name":"Embeddings","slice":"open-weights","state":"CO_SOTA","rank":2,"margin":0,"confidence":"medium","valid_from":"2026-04-01","valid_to":null,"configuration":null,"rationale":"Tencent Kalm Embedding Gemma3 12B 2511 is tied for SOTA in Embeddings with Qwen Qwen3 Embedding 8B, Microsoft Harrier Oss V1 27B, within the margin of error, since 2026-04-01.","safeguard_flags":["two_signal_confirmed"],"co_sota_with":["qwen-qwen3-embedding-8b","microsoft-harrier-oss-v1-27b"],"challengers":[],"methodology":"1.0","label":"Co-SOTA · Embeddings"},{"id":"v_le-32b_embeddings_tencent-kalm-embedding-gemma3-12b-2511_2026-04-01_open_CO_SOTA","model":"tencent-kalm-embedding-gemma3-12b-2511","model_name":"Tencent Kalm Embedding Gemma3 12B 2511","category":"embeddings","category_name":"Embeddings","slice":"le-32b","state":"CO_SOTA","rank":2,"margin":0,"confidence":"medium","valid_from":"2026-04-01","valid_to":null,"configuration":null,"rationale":"Tencent Kalm Embedding Gemma3 12B 2511 is tied for SOTA in Embeddings with Qwen Qwen3 Embedding 8B, Microsoft Harrier Oss V1 27B, within the margin of error, since 2026-04-01.","safeguard_flags":["two_signal_confirmed"],"co_sota_with":["qwen-qwen3-embedding-8b","microsoft-harrier-oss-v1-27b"],"challengers":[],"methodology":"1.0","label":"Co-SOTA · Embeddings"}]}