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DiogenesChen122/Dr.Sparse-Gemma4-12B-SFT-eval-b200-otf81-spgemm

Dr.Sparse — Gemma 4 12B SFT, SpGEMM on OTF-81 Gemma 4 12B 经 Luna-10 v4b 数据 LoRA SFT 后,在 Dr.Sparse OTF 保留测试集上的 SpGEMM 评测。 levels 1-3(排除 level4),单轨迹无树搜索,每矩阵 10 轮迭代,B200 (sm_100)。 模型权重:DiogenesChen122/Dr.Sparse-Gemma4-12B-SFT-luna10-v4b 结果 level 矩阵 正确 跑赢 cuSPARSE 正确者中位加速比 最大 level1_small 8 3 0 0.263 0.49 level2_medium 34 6 2 0.373 2.15 level3_large 37 3 0 0.221 0.88 合计 79 12 2 0.314 2.15 81 个矩阵中 79 个跑完。其余 2 个因模型上下文超限(vLLM 返回 400)中止,未计入。… See the full description on the dataset page: https://huggingface.co/datasets/DiogenesChen122/Dr.Sparse-Gemma4-12B-SFT-eval-b200-otf81-spgemm.

Author / organizationDiogenesChen122
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Created3 October 2026
Last updated at source3 October 2026
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