UD-IQ4_NL    | pure-GPU minbatch         |  65.11 | GPU | 19177
UD-IQ4_NL    | pure-GPU nommap small     |  65.01 | GPU | 19672
UD-IQ4_NL    | pure-GPU row-split        |  13.65 | GPU | 19427
UD-IQ4_NL    | pure-GPU ts=0.5,0.5       |  64.92 | GPU | 19664
UD-IQ4_NL    | pure-GPU all-tricks       |  64.72 | GPU | 19171
UD-IQ4_NL    | tune t=2                  |  64.87 | GPU | 19170
UD-IQ4_NL    | tune t=6                  |  64.88 | GPU | 19168
UD-IQ4_NL    | tune t=8                  |   64.5 | GPU | 19168
UD-IQ4_NL    | tune ub=256 b=1024        |  64.73 | GPU | 20640
UD-IQ4_NL    | tune ub=256 b=2048        |  63.69 | GPU | 20614
UD-IQ4_NL    | tune kv=q8_0/q8_0         |  64.78 | GPU | 20422
UD-IQ4_NL    | tune kv=f16/f16           |  65.53 | GPU | 22812
UD-IQ4_NL    | FINAL                     |  66.31 | GPU | 22811
MXFP4_MOE    | pure-GPU minbatch         |  63.06 | GPU | 22747
MXFP4_MOE    | pure-GPU nommap small     |  63.75 | GPU | 22579
MXFP4_MOE    | pure-GPU ts=0.5,0.5       |  62.88 | GPU | 22578
MXFP4_MOE    | pure-GPU all-tricks       |  62.55 | GPU | 22743
MXFP4_MOE    | tune t=2                  |  63.07 | GPU | 22601
MXFP4_MOE    | tune t=6                  |  63.58 | GPU | 22583
MXFP4_MOE    | tune t=8                  |  62.92 | GPU | 22536
MXFP4_MOE    | tune ub=256 b=1024        |  62.76 | GPU | 22874
MXFP4_MOE    | tune ub=256 b=2048        |  62.74 | GPU | 22912
MXFP4_MOE    | FINAL                     |  63.71 | GPU | 22566
Q4_K_M       | pure-GPU nommap small     |  62.29 | GPU | 22975