K2-Horizon-MoVA-36B-A4B

모델 소개

K2-Horizon-MoVA-36B-A4B is the sparse member of the K2-Horizon family: a Mixture-of-Experts model with Mixture-of-Values attention (MoVA) that stores 36B parameters and runs 4B per token. We have released the checkpoints, along with the data and the training code. Open-weight models K2-Horizon-MoVA-36B-A4B Nemotron 3 Ultra Nemotron 3 Super G9v3-39A5B Qwen3.6-35B-A3B Muse Glimmer-30B Gemma 4 31B-it # Params 36B 550B 120B 39B 35B 30B 31B # Activated params 4B 55B 12B 5B 3B 30B 31B Architecture MoE MoE MoE MoE MoE Dense Dense Agents tau3-Banking Agentic tool use 26.8 14.2 10.3 22.1 9.3 23.5 14.8 Coding Terminal-Bench 2.1 Agentic terminal use 58.6 53.9 38.6 32.6 44.9 51.7 43.4 SciCode Scientific coding 38.9 39.9 36.0 34.0 35.8 43.6 43.4 Scientific Reasoning Humanity's Last Exam (without tools) Expert-level reasoning 25.2 28.4 20.8 17.5 22.2 22.0 23.6 GPQA Diamond Graduate-level science QA 80.8 86.7 80.0 80.5 84.1 83.5 85.7 CritPt Frontier physics reasoning 2.1 3.1 3.1 0.3 0.3 2.6 1.4 General AA-LCR Long-context reasoning 66.3 71.0 60.3 62.0 66.7 80.0 68.3 AA-Omniscience Accuracy Factual accuracy 18.8 22.6 24.3 14.9 18.8 27.0 20.0 AA-Omniscience Non-Hallucination Non-hallucination rate 69.2 70.3 13.0 87.0 49.5 18.1 15.0 Scores in %. Bold marks the best score in each row. Sections follow the Artificial Analysis Intelligence Index categories. Baseline scores are from Artificial Analysis; Muse Glimmer-30B at high reasoning effort, all other open models in their reasoning mode.

주요 특징

特点摘要待依据来源补齐，不凭模型名称推断能力。

한계 및 유의 사항

구체적 한계를 판단할 출처가 부족합니다. 실제 성능, 지연, 데이터 정책, 라이선스와 버전 수명을 확인하세요.

출처별 요금 및 비용 분석

요금은 채널, 지역, 설정에 따라 다릅니다. 각 채널 요금은 개별 표시되며 제공사의 통일 공식 요금이 아닙니다.

공개 평가 및 실행 설정

暂无已采集的可核验公开评分。模型未上榜不代表能力较低。

자주 묻는 질문

출처 및 추적 기록

许可证：apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。