Llama-2-7b-ultrachat200k / mmlu_5shot_bs4_fp32.json
mgoin's picture
Upload folder using huggingface_hub
01c34b2 verified
raw
history blame
14.3 kB
{
"results": {
"hendrycksTest-abstract_algebra": {
"acc": 0.32,
"acc_stderr": 0.046882617226215034,
"acc_norm": 0.32,
"acc_norm_stderr": 0.046882617226215034
},
"hendrycksTest-anatomy": {
"acc": 0.4666666666666667,
"acc_stderr": 0.043097329010363554,
"acc_norm": 0.4666666666666667,
"acc_norm_stderr": 0.043097329010363554
},
"hendrycksTest-astronomy": {
"acc": 0.39473684210526316,
"acc_stderr": 0.039777499346220734,
"acc_norm": 0.39473684210526316,
"acc_norm_stderr": 0.039777499346220734
},
"hendrycksTest-business_ethics": {
"acc": 0.49,
"acc_stderr": 0.05024183937956912,
"acc_norm": 0.49,
"acc_norm_stderr": 0.05024183937956912
},
"hendrycksTest-clinical_knowledge": {
"acc": 0.47547169811320755,
"acc_stderr": 0.030735822206205608,
"acc_norm": 0.47547169811320755,
"acc_norm_stderr": 0.030735822206205608
},
"hendrycksTest-college_biology": {
"acc": 0.4583333333333333,
"acc_stderr": 0.04166666666666666,
"acc_norm": 0.4583333333333333,
"acc_norm_stderr": 0.04166666666666666
},
"hendrycksTest-college_chemistry": {
"acc": 0.29,
"acc_stderr": 0.04560480215720684,
"acc_norm": 0.29,
"acc_norm_stderr": 0.04560480215720684
},
"hendrycksTest-college_computer_science": {
"acc": 0.38,
"acc_stderr": 0.048783173121456316,
"acc_norm": 0.38,
"acc_norm_stderr": 0.048783173121456316
},
"hendrycksTest-college_mathematics": {
"acc": 0.25,
"acc_stderr": 0.04351941398892446,
"acc_norm": 0.25,
"acc_norm_stderr": 0.04351941398892446
},
"hendrycksTest-college_medicine": {
"acc": 0.4046242774566474,
"acc_stderr": 0.03742461193887248,
"acc_norm": 0.4046242774566474,
"acc_norm_stderr": 0.03742461193887248
},
"hendrycksTest-college_physics": {
"acc": 0.24509803921568626,
"acc_stderr": 0.042801058373643966,
"acc_norm": 0.24509803921568626,
"acc_norm_stderr": 0.042801058373643966
},
"hendrycksTest-computer_security": {
"acc": 0.54,
"acc_stderr": 0.05009082659620332,
"acc_norm": 0.54,
"acc_norm_stderr": 0.05009082659620332
},
"hendrycksTest-conceptual_physics": {
"acc": 0.40425531914893614,
"acc_stderr": 0.03208115750788684,
"acc_norm": 0.40425531914893614,
"acc_norm_stderr": 0.03208115750788684
},
"hendrycksTest-econometrics": {
"acc": 0.3157894736842105,
"acc_stderr": 0.043727482902780064,
"acc_norm": 0.3157894736842105,
"acc_norm_stderr": 0.043727482902780064
},
"hendrycksTest-electrical_engineering": {
"acc": 0.4413793103448276,
"acc_stderr": 0.04137931034482757,
"acc_norm": 0.4413793103448276,
"acc_norm_stderr": 0.04137931034482757
},
"hendrycksTest-elementary_mathematics": {
"acc": 0.2830687830687831,
"acc_stderr": 0.023201392938194974,
"acc_norm": 0.2830687830687831,
"acc_norm_stderr": 0.023201392938194974
},
"hendrycksTest-formal_logic": {
"acc": 0.23015873015873015,
"acc_stderr": 0.037649508797906045,
"acc_norm": 0.23015873015873015,
"acc_norm_stderr": 0.037649508797906045
},
"hendrycksTest-global_facts": {
"acc": 0.34,
"acc_stderr": 0.04760952285695235,
"acc_norm": 0.34,
"acc_norm_stderr": 0.04760952285695235
},
"hendrycksTest-high_school_biology": {
"acc": 0.47419354838709676,
"acc_stderr": 0.028406095057653326,
"acc_norm": 0.47419354838709676,
"acc_norm_stderr": 0.028406095057653326
},
"hendrycksTest-high_school_chemistry": {
"acc": 0.3251231527093596,
"acc_stderr": 0.032957975663112704,
"acc_norm": 0.3251231527093596,
"acc_norm_stderr": 0.032957975663112704
},
"hendrycksTest-high_school_computer_science": {
"acc": 0.44,
"acc_stderr": 0.04988876515698589,
"acc_norm": 0.44,
"acc_norm_stderr": 0.04988876515698589
},
"hendrycksTest-high_school_european_history": {
"acc": 0.6363636363636364,
"acc_stderr": 0.03756335775187897,
"acc_norm": 0.6363636363636364,
"acc_norm_stderr": 0.03756335775187897
},
"hendrycksTest-high_school_geography": {
"acc": 0.5404040404040404,
"acc_stderr": 0.035507024651313425,
"acc_norm": 0.5404040404040404,
"acc_norm_stderr": 0.035507024651313425
},
"hendrycksTest-high_school_government_and_politics": {
"acc": 0.6269430051813472,
"acc_stderr": 0.03490205592048573,
"acc_norm": 0.6269430051813472,
"acc_norm_stderr": 0.03490205592048573
},
"hendrycksTest-high_school_macroeconomics": {
"acc": 0.41025641025641024,
"acc_stderr": 0.024939313906940784,
"acc_norm": 0.41025641025641024,
"acc_norm_stderr": 0.024939313906940784
},
"hendrycksTest-high_school_mathematics": {
"acc": 0.2740740740740741,
"acc_stderr": 0.027195934804085622,
"acc_norm": 0.2740740740740741,
"acc_norm_stderr": 0.027195934804085622
},
"hendrycksTest-high_school_microeconomics": {
"acc": 0.42436974789915966,
"acc_stderr": 0.03210479051015776,
"acc_norm": 0.42436974789915966,
"acc_norm_stderr": 0.03210479051015776
},
"hendrycksTest-high_school_physics": {
"acc": 0.271523178807947,
"acc_stderr": 0.03631329803969653,
"acc_norm": 0.271523178807947,
"acc_norm_stderr": 0.03631329803969653
},
"hendrycksTest-high_school_psychology": {
"acc": 0.618348623853211,
"acc_stderr": 0.020828148517022582,
"acc_norm": 0.618348623853211,
"acc_norm_stderr": 0.020828148517022582
},
"hendrycksTest-high_school_statistics": {
"acc": 0.27314814814814814,
"acc_stderr": 0.03038805130167812,
"acc_norm": 0.27314814814814814,
"acc_norm_stderr": 0.03038805130167812
},
"hendrycksTest-high_school_us_history": {
"acc": 0.6470588235294118,
"acc_stderr": 0.03354092437591518,
"acc_norm": 0.6470588235294118,
"acc_norm_stderr": 0.03354092437591518
},
"hendrycksTest-high_school_world_history": {
"acc": 0.6371308016877637,
"acc_stderr": 0.03129920825530213,
"acc_norm": 0.6371308016877637,
"acc_norm_stderr": 0.03129920825530213
},
"hendrycksTest-human_aging": {
"acc": 0.5560538116591929,
"acc_stderr": 0.03334625674242728,
"acc_norm": 0.5560538116591929,
"acc_norm_stderr": 0.03334625674242728
},
"hendrycksTest-human_sexuality": {
"acc": 0.549618320610687,
"acc_stderr": 0.04363643698524779,
"acc_norm": 0.549618320610687,
"acc_norm_stderr": 0.04363643698524779
},
"hendrycksTest-international_law": {
"acc": 0.628099173553719,
"acc_stderr": 0.04412015806624504,
"acc_norm": 0.628099173553719,
"acc_norm_stderr": 0.04412015806624504
},
"hendrycksTest-jurisprudence": {
"acc": 0.48148148148148145,
"acc_stderr": 0.04830366024635331,
"acc_norm": 0.48148148148148145,
"acc_norm_stderr": 0.04830366024635331
},
"hendrycksTest-logical_fallacies": {
"acc": 0.5214723926380368,
"acc_stderr": 0.03924746876751129,
"acc_norm": 0.5214723926380368,
"acc_norm_stderr": 0.03924746876751129
},
"hendrycksTest-machine_learning": {
"acc": 0.42857142857142855,
"acc_stderr": 0.04697113923010212,
"acc_norm": 0.42857142857142855,
"acc_norm_stderr": 0.04697113923010212
},
"hendrycksTest-management": {
"acc": 0.5242718446601942,
"acc_stderr": 0.049449010929737795,
"acc_norm": 0.5242718446601942,
"acc_norm_stderr": 0.049449010929737795
},
"hendrycksTest-marketing": {
"acc": 0.7094017094017094,
"acc_stderr": 0.02974504857267408,
"acc_norm": 0.7094017094017094,
"acc_norm_stderr": 0.02974504857267408
},
"hendrycksTest-medical_genetics": {
"acc": 0.56,
"acc_stderr": 0.04988876515698589,
"acc_norm": 0.56,
"acc_norm_stderr": 0.04988876515698589
},
"hendrycksTest-miscellaneous": {
"acc": 0.6194125159642401,
"acc_stderr": 0.017362564126075414,
"acc_norm": 0.6194125159642401,
"acc_norm_stderr": 0.017362564126075414
},
"hendrycksTest-moral_disputes": {
"acc": 0.5260115606936416,
"acc_stderr": 0.026882643434022885,
"acc_norm": 0.5260115606936416,
"acc_norm_stderr": 0.026882643434022885
},
"hendrycksTest-moral_scenarios": {
"acc": 0.23798882681564246,
"acc_stderr": 0.014242630070574911,
"acc_norm": 0.23798882681564246,
"acc_norm_stderr": 0.014242630070574911
},
"hendrycksTest-nutrition": {
"acc": 0.4803921568627451,
"acc_stderr": 0.028607893699576063,
"acc_norm": 0.4803921568627451,
"acc_norm_stderr": 0.028607893699576063
},
"hendrycksTest-philosophy": {
"acc": 0.5594855305466238,
"acc_stderr": 0.028196400574197426,
"acc_norm": 0.5594855305466238,
"acc_norm_stderr": 0.028196400574197426
},
"hendrycksTest-prehistory": {
"acc": 0.5462962962962963,
"acc_stderr": 0.0277012284685426,
"acc_norm": 0.5462962962962963,
"acc_norm_stderr": 0.0277012284685426
},
"hendrycksTest-professional_accounting": {
"acc": 0.36524822695035464,
"acc_stderr": 0.02872386385328128,
"acc_norm": 0.36524822695035464,
"acc_norm_stderr": 0.02872386385328128
},
"hendrycksTest-professional_law": {
"acc": 0.36571056062581486,
"acc_stderr": 0.012301028188840567,
"acc_norm": 0.36571056062581486,
"acc_norm_stderr": 0.012301028188840567
},
"hendrycksTest-professional_medicine": {
"acc": 0.4411764705882353,
"acc_stderr": 0.030161911930767105,
"acc_norm": 0.4411764705882353,
"acc_norm_stderr": 0.030161911930767105
},
"hendrycksTest-professional_psychology": {
"acc": 0.44281045751633985,
"acc_stderr": 0.020095083154577347,
"acc_norm": 0.44281045751633985,
"acc_norm_stderr": 0.020095083154577347
},
"hendrycksTest-public_relations": {
"acc": 0.5727272727272728,
"acc_stderr": 0.04738198703545483,
"acc_norm": 0.5727272727272728,
"acc_norm_stderr": 0.04738198703545483
},
"hendrycksTest-security_studies": {
"acc": 0.49795918367346936,
"acc_stderr": 0.0320089533497105,
"acc_norm": 0.49795918367346936,
"acc_norm_stderr": 0.0320089533497105
},
"hendrycksTest-sociology": {
"acc": 0.6318407960199005,
"acc_stderr": 0.03410410565495301,
"acc_norm": 0.6318407960199005,
"acc_norm_stderr": 0.03410410565495301
},
"hendrycksTest-us_foreign_policy": {
"acc": 0.66,
"acc_stderr": 0.04760952285695237,
"acc_norm": 0.66,
"acc_norm_stderr": 0.04760952285695237
},
"hendrycksTest-virology": {
"acc": 0.4036144578313253,
"acc_stderr": 0.038194861407583984,
"acc_norm": 0.4036144578313253,
"acc_norm_stderr": 0.038194861407583984
},
"hendrycksTest-world_religions": {
"acc": 0.6432748538011696,
"acc_stderr": 0.03674013002860954,
"acc_norm": 0.6432748538011696,
"acc_norm_stderr": 0.03674013002860954
}
},
"versions": {
"hendrycksTest-abstract_algebra": 1,
"hendrycksTest-anatomy": 1,
"hendrycksTest-astronomy": 1,
"hendrycksTest-business_ethics": 1,
"hendrycksTest-clinical_knowledge": 1,
"hendrycksTest-college_biology": 1,
"hendrycksTest-college_chemistry": 1,
"hendrycksTest-college_computer_science": 1,
"hendrycksTest-college_mathematics": 1,
"hendrycksTest-college_medicine": 1,
"hendrycksTest-college_physics": 1,
"hendrycksTest-computer_security": 1,
"hendrycksTest-conceptual_physics": 1,
"hendrycksTest-econometrics": 1,
"hendrycksTest-electrical_engineering": 1,
"hendrycksTest-elementary_mathematics": 1,
"hendrycksTest-formal_logic": 1,
"hendrycksTest-global_facts": 1,
"hendrycksTest-high_school_biology": 1,
"hendrycksTest-high_school_chemistry": 1,
"hendrycksTest-high_school_computer_science": 1,
"hendrycksTest-high_school_european_history": 1,
"hendrycksTest-high_school_geography": 1,
"hendrycksTest-high_school_government_and_politics": 1,
"hendrycksTest-high_school_macroeconomics": 1,
"hendrycksTest-high_school_mathematics": 1,
"hendrycksTest-high_school_microeconomics": 1,
"hendrycksTest-high_school_physics": 1,
"hendrycksTest-high_school_psychology": 1,
"hendrycksTest-high_school_statistics": 1,
"hendrycksTest-high_school_us_history": 1,
"hendrycksTest-high_school_world_history": 1,
"hendrycksTest-human_aging": 1,
"hendrycksTest-human_sexuality": 1,
"hendrycksTest-international_law": 1,
"hendrycksTest-jurisprudence": 1,
"hendrycksTest-logical_fallacies": 1,
"hendrycksTest-machine_learning": 1,
"hendrycksTest-management": 1,
"hendrycksTest-marketing": 1,
"hendrycksTest-medical_genetics": 1,
"hendrycksTest-miscellaneous": 1,
"hendrycksTest-moral_disputes": 1,
"hendrycksTest-moral_scenarios": 1,
"hendrycksTest-nutrition": 1,
"hendrycksTest-philosophy": 1,
"hendrycksTest-prehistory": 1,
"hendrycksTest-professional_accounting": 1,
"hendrycksTest-professional_law": 1,
"hendrycksTest-professional_medicine": 1,
"hendrycksTest-professional_psychology": 1,
"hendrycksTest-public_relations": 1,
"hendrycksTest-security_studies": 1,
"hendrycksTest-sociology": 1,
"hendrycksTest-us_foreign_policy": 1,
"hendrycksTest-virology": 1,
"hendrycksTest-world_religions": 1
},
"config": {
"model": "sparseml",
"model_args": "pretrained=/nm/drive1/alexandre/zoo/llama2-7b-ultrachat200k_llama2_pretrain-base/training,dtype=float32",
"num_fewshot": 5,
"batch_size": "4",
"batch_sizes": [],
"device": "cuda:7",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}