relaxml/Llama-3.3-70B-Instruct-QTIP-4Bit

BF16:

arc_challenge

{'alias': 'arc_challenge', 'acc,none': 0.5332764505119454, 'acc_stderr,none': 0.014578995859605814, 'acc_norm,none': 0.5324232081911263, 'acc_norm_stderr,none': 0.014580637569995418}


arc_easy

{'alias': 'arc_easy', 'acc,none': 0.7558922558922558, 'acc_stderr,none': 0.008814322157999389, 'acc_norm,none': 0.6435185185185185, 'acc_norm_stderr,none': 0.009828046544504433}


hellaswag

{'alias': 'hellaswag', 'acc,none': 0.5852419836685919, 'acc_stderr,none': 0.004916733258140271, 'acc_norm,none': 0.6487751443935471, 'acc_norm_stderr,none': 0.00476377498183474}


piqa

{'alias': 'piqa', 'acc,none': 0.8003264417845484, 'acc_stderr,none': 0.009326942154519176, 'acc_norm,none': 0.7899891186071817, 'acc_norm_stderr,none': 0.00950335330581858}

This model:

arc_challenge

{'alias': 'arc_challenge', 'acc,none': 0.5332764505119454, 'acc_stderr,none': 0.014578995859605806, 'acc_norm,none': 0.5281569965870307, 'acc_norm_stderr,none': 0.014588204105102203}


arc_easy

{'alias': 'arc_easy', 'acc,none': 0.7571548821548821, 'acc_stderr,none': 0.008798836444222032, 'acc_norm,none': 0.6439393939393939, 'acc_norm_stderr,none': 0.00982545460841631}


hellaswag

{'alias': 'hellaswag', 'acc,none': 0.5844453296156145, 'acc_stderr,none': 0.004918102168717931, 'acc_norm,none': 0.650368452499502, 'acc_norm_stderr,none': 0.0047587901724366775}


piqa

{'alias': 'piqa', 'acc,none': 0.8041349292709467, 'acc_stderr,none': 0.009259518041395779, 'acc_norm,none': 0.794885745375408, 'acc_norm_stderr,none': 0.009420971671017919}