ld_results / casperhansen /results_2024-05-08-20-07-49.json
lvkaokao
init evaluation results.
cd88ae0
{
"config_general": {
"lighteval_sha": "1.4",
"num_few_shot_default": null,
"num_fewshot_seeds": null,
"override_batch_size": null,
"max_samples": null,
"job_id": -1,
"start_time": null,
"end_time": "2024-05-08-20-07-49",
"total_evaluation_time_secondes": "",
"model_name": "casperhansen/falcon-7b-awq",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 4.16,
"model_params": 8.33,
"quant_type": "AWQ",
"precision": "4bit"
},
"results": {
"harness|boolq|0": {
"acc,none": 0.726605504587156,
"acc_stderr,none": 0.0077953705600891975,
"alias": "boolq"
},
"harness|winogrande|0": {
"acc,none": 0.6890292028413575,
"acc_stderr,none": 0.013009534736286068,
"alias": "winogrande"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.21909424724602203,
"acc_stderr,none": 0.014480038578757447,
"alias": "truthfulqa_mc1"
},
"harness|arc:easy|0": {
"acc,none": 0.7428451178451179,
"acc_stderr,none": 0.008968394768971991,
"acc_norm,none": 0.7003367003367004,
"acc_norm_stderr,none": 0.009400228586205973,
"alias": "arc_easy"
},
"harness|mmlu|0": {
"acc,none": 0.2680529839054266,
"acc_stderr,none": 0.0037312184112828226,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.27396386822529223,
"acc_stderr,none": 0.006496081637998288
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.25396825396825395,
"acc_stderr,none": 0.03893259610604673
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.2606060606060606,
"acc_stderr,none": 0.03427743175816524
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.22058823529411764,
"acc_stderr,none": 0.02910225438967409
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.2616033755274262,
"acc_stderr,none": 0.028609516716994934
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.33884297520661155,
"acc_stderr,none": 0.043207678075366705
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.35185185185185186,
"acc_stderr,none": 0.04616631111801715
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.25153374233128833,
"acc_stderr,none": 0.03408997886857529
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.3236994219653179,
"acc_stderr,none": 0.025190181327608422
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.23798882681564246,
"acc_stderr,none": 0.014242630070574885
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.2861736334405145,
"acc_stderr,none": 0.025670259242188936
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.2993827160493827,
"acc_stderr,none": 0.02548311560119546
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.2803129074315515,
"acc_stderr,none": 0.011471555944958616
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.26900584795321636,
"acc_stderr,none": 0.03401052620104089
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.2648857418731896,
"acc_stderr,none": 0.007902788160794474
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.25,
"acc_stderr,none": 0.04351941398892446
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.23773584905660378,
"acc_stderr,none": 0.02619980880756192
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.31213872832369943,
"acc_stderr,none": 0.03533133389323657
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.28,
"acc_stderr,none": 0.04512608598542129
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.29596412556053814,
"acc_stderr,none": 0.03063659134869982
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.27184466019417475,
"acc_stderr,none": 0.044052680241409216
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.2606837606837607,
"acc_stderr,none": 0.028760348956523414
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.28,
"acc_stderr,none": 0.04512608598542127
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.2886334610472541,
"acc_stderr,none": 0.01620379270319779
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.28431372549019607,
"acc_stderr,none": 0.02582916327275748
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.22695035460992907,
"acc_stderr,none": 0.024987106365642973
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.16544117647058823,
"acc_stderr,none": 0.022571771025494757
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.2891566265060241,
"acc_stderr,none": 0.03529486801511115
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.26616834579135523,
"acc_stderr,none": 0.007948025982070027
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.3333333333333333,
"acc_stderr,none": 0.04434600701584925
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.2878787878787879,
"acc_stderr,none": 0.03225883512300993
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.23316062176165803,
"acc_stderr,none": 0.030516111371476008
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.19743589743589743,
"acc_stderr,none": 0.02018264696867483
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.23529411764705882,
"acc_stderr,none": 0.027553614467863797
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.25504587155963304,
"acc_stderr,none": 0.01868850085653585
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.3435114503816794,
"acc_stderr,none": 0.041649760719448786
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.26143790849673204,
"acc_stderr,none": 0.017776947157528054
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.34545454545454546,
"acc_stderr,none": 0.04554619617541054
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.2979591836734694,
"acc_stderr,none": 0.029279567411065674
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.31840796019900497,
"acc_stderr,none": 0.03294118479054096
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.27,
"acc_stderr,none": 0.044619604333847394
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.26419283222327944,
"acc_stderr,none": 0.007832889101339188
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.23,
"acc_stderr,none": 0.04229525846816506
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.28888888888888886,
"acc_stderr,none": 0.0391545063041425
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.29605263157894735,
"acc_stderr,none": 0.03715062154998904
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.20833333333333334,
"acc_stderr,none": 0.033961162058453336
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.18,
"acc_stderr,none": 0.03861229196653694
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.19,
"acc_stderr,none": 0.039427724440366234
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.27,
"acc_stderr,none": 0.0446196043338474
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.30392156862745096,
"acc_stderr,none": 0.04576665403207762
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.31,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.35319148936170214,
"acc_stderr,none": 0.031245325202761926
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.27586206896551724,
"acc_stderr,none": 0.03724563619774632
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.22486772486772486,
"acc_stderr,none": 0.02150209607822914
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.24838709677419354,
"acc_stderr,none": 0.024580028921481003
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.32019704433497537,
"acc_stderr,none": 0.032826493853041504
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.3,
"acc_stderr,none": 0.046056618647183814
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.22962962962962963,
"acc_stderr,none": 0.025644108639267624
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.24503311258278146,
"acc_stderr,none": 0.03511807571804724
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.25,
"acc_stderr,none": 0.029531221160930918
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.33035714285714285,
"acc_stderr,none": 0.04464285714285714
},
"harness|hellaswag|0": {
"acc,none": 0.5702051384186417,
"acc_stderr,none": 0.004940349676769315,
"acc_norm,none": 0.7559251145190201,
"acc_norm_stderr,none": 0.004286594977390944,
"alias": "hellaswag"
},
"harness|openbookqa|0": {
"acc,none": 0.308,
"acc_stderr,none": 0.0206670329874661,
"acc_norm,none": 0.438,
"acc_norm_stderr,none": 0.022210326363977417,
"alias": "openbookqa"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.34705041069354287,
"acc_stderr,none": 0.013414222993514864,
"alias": "truthfulqa_mc2"
},
"harness|piqa|0": {
"acc,none": 0.7959738846572362,
"acc_stderr,none": 0.009402378102942638,
"acc_norm,none": 0.8008705114254625,
"acc_norm_stderr,none": 0.009317391893706877,
"alias": "piqa"
},
"harness|arc:challenge|0": {
"acc,none": 0.3924914675767918,
"acc_stderr,none": 0.014269634635670691,
"acc_norm,none": 0.42662116040955633,
"acc_norm_stderr,none": 0.014453185592920293,
"alias": "arc_challenge"
},
"harness|lambada:openai|0": {
"perplexity,none": 3.247753848970227,
"perplexity_stderr,none": 0.06320226910987307,
"acc,none": 0.7490782068697845,
"acc_stderr,none": 0.006040109961800763,
"alias": "lambada_openai"
}
},
"task_info": {
"model": "casperhansen/falcon-7b-awq",
"revision": "main",
"private": false,
"params": 28.0,
"architectures": "RWForCausalLM",
"quant_type": "AWQ",
"precision": "4bit",
"model_params": 56.0,
"model_size": 28.0,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-05-08T00:55:39Z",
"model_type": "quantization",
"job_id": -1,
"job_start_time": null,
"scripts": "ITREX"
},
"quantization_config": {
"bits": 4,
"group_size": 64,
"quant_method": "awq",
"version": "gemm",
"zero_point": true
},
"versions": {
"harness|boolq|0": 2.0,
"harness|winogrande|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"harness|arc:easy|0": 1.0,
"harness|mmlu|0": null,
"harness|mmlu_humanities|0": null,
"harness|mmlu_formal_logic|0": 0.0,
"harness|mmlu_high_school_european_history|0": 0.0,
"harness|mmlu_high_school_us_history|0": 0.0,
"harness|mmlu_high_school_world_history|0": 0.0,
"harness|mmlu_international_law|0": 0.0,
"harness|mmlu_jurisprudence|0": 0.0,
"harness|mmlu_logical_fallacies|0": 0.0,
"harness|mmlu_moral_disputes|0": 0.0,
"harness|mmlu_moral_scenarios|0": 0.0,
"harness|mmlu_philosophy|0": 0.0,
"harness|mmlu_prehistory|0": 0.0,
"harness|mmlu_professional_law|0": 0.0,
"harness|mmlu_world_religions|0": 0.0,
"harness|mmlu_other|0": null,
"harness|mmlu_business_ethics|0": 0.0,
"harness|mmlu_clinical_knowledge|0": 0.0,
"harness|mmlu_college_medicine|0": 0.0,
"harness|mmlu_global_facts|0": 0.0,
"harness|mmlu_human_aging|0": 0.0,
"harness|mmlu_management|0": 0.0,
"harness|mmlu_marketing|0": 0.0,
"harness|mmlu_medical_genetics|0": 0.0,
"harness|mmlu_miscellaneous|0": 0.0,
"harness|mmlu_nutrition|0": 0.0,
"harness|mmlu_professional_accounting|0": 0.0,
"harness|mmlu_professional_medicine|0": 0.0,
"harness|mmlu_virology|0": 0.0,
"harness|mmlu_social_sciences|0": null,
"harness|mmlu_econometrics|0": 0.0,
"harness|mmlu_high_school_geography|0": 0.0,
"harness|mmlu_high_school_government_and_politics|0": 0.0,
"harness|mmlu_high_school_macroeconomics|0": 0.0,
"harness|mmlu_high_school_microeconomics|0": 0.0,
"harness|mmlu_high_school_psychology|0": 0.0,
"harness|mmlu_human_sexuality|0": 0.0,
"harness|mmlu_professional_psychology|0": 0.0,
"harness|mmlu_public_relations|0": 0.0,
"harness|mmlu_security_studies|0": 0.0,
"harness|mmlu_sociology|0": 0.0,
"harness|mmlu_us_foreign_policy|0": 0.0,
"harness|mmlu_stem|0": null,
"harness|mmlu_abstract_algebra|0": 0.0,
"harness|mmlu_anatomy|0": 0.0,
"harness|mmlu_astronomy|0": 0.0,
"harness|mmlu_college_biology|0": 0.0,
"harness|mmlu_college_chemistry|0": 0.0,
"harness|mmlu_college_computer_science|0": 0.0,
"harness|mmlu_college_mathematics|0": 0.0,
"harness|mmlu_college_physics|0": 0.0,
"harness|mmlu_computer_security|0": 0.0,
"harness|mmlu_conceptual_physics|0": 0.0,
"harness|mmlu_electrical_engineering|0": 0.0,
"harness|mmlu_elementary_mathematics|0": 0.0,
"harness|mmlu_high_school_biology|0": 0.0,
"harness|mmlu_high_school_chemistry|0": 0.0,
"harness|mmlu_high_school_computer_science|0": 0.0,
"harness|mmlu_high_school_mathematics|0": 0.0,
"harness|mmlu_high_school_physics|0": 0.0,
"harness|mmlu_high_school_statistics|0": 0.0,
"harness|mmlu_machine_learning|0": 0.0,
"harness|hellaswag|0": 1.0,
"harness|openbookqa|0": 1.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|piqa|0": 1.0,
"harness|arc:challenge|0": 1.0,
"harness|lambada:openai|0": 1.0
},
"n-shot": {
"arc_challenge": 0,
"arc_easy": 0,
"boolq": 0,
"hellaswag": 0,
"lambada_openai": 0,
"mmlu": 0,
"mmlu_abstract_algebra": 0,
"mmlu_anatomy": 0,
"mmlu_astronomy": 0,
"mmlu_business_ethics": 0,
"mmlu_clinical_knowledge": 0,
"mmlu_college_biology": 0,
"mmlu_college_chemistry": 0,
"mmlu_college_computer_science": 0,
"mmlu_college_mathematics": 0,
"mmlu_college_medicine": 0,
"mmlu_college_physics": 0,
"mmlu_computer_security": 0,
"mmlu_conceptual_physics": 0,
"mmlu_econometrics": 0,
"mmlu_electrical_engineering": 0,
"mmlu_elementary_mathematics": 0,
"mmlu_formal_logic": 0,
"mmlu_global_facts": 0,
"mmlu_high_school_biology": 0,
"mmlu_high_school_chemistry": 0,
"mmlu_high_school_computer_science": 0,
"mmlu_high_school_european_history": 0,
"mmlu_high_school_geography": 0,
"mmlu_high_school_government_and_politics": 0,
"mmlu_high_school_macroeconomics": 0,
"mmlu_high_school_mathematics": 0,
"mmlu_high_school_microeconomics": 0,
"mmlu_high_school_physics": 0,
"mmlu_high_school_psychology": 0,
"mmlu_high_school_statistics": 0,
"mmlu_high_school_us_history": 0,
"mmlu_high_school_world_history": 0,
"mmlu_human_aging": 0,
"mmlu_human_sexuality": 0,
"mmlu_humanities": 0,
"mmlu_international_law": 0,
"mmlu_jurisprudence": 0,
"mmlu_logical_fallacies": 0,
"mmlu_machine_learning": 0,
"mmlu_management": 0,
"mmlu_marketing": 0,
"mmlu_medical_genetics": 0,
"mmlu_miscellaneous": 0,
"mmlu_moral_disputes": 0,
"mmlu_moral_scenarios": 0,
"mmlu_nutrition": 0,
"mmlu_other": 0,
"mmlu_philosophy": 0,
"mmlu_prehistory": 0,
"mmlu_professional_accounting": 0,
"mmlu_professional_law": 0,
"mmlu_professional_medicine": 0,
"mmlu_professional_psychology": 0,
"mmlu_public_relations": 0,
"mmlu_security_studies": 0,
"mmlu_social_sciences": 0,
"mmlu_sociology": 0,
"mmlu_stem": 0,
"mmlu_us_foreign_policy": 0,
"mmlu_virology": 0,
"mmlu_world_religions": 0,
"openbookqa": 0,
"piqa": 0,
"truthfulqa_mc1": 0,
"truthfulqa_mc2": 0,
"winogrande": 0
},
"date": 1715129862.4682531,
"config": {
"model": "hf",
"model_args": "pretrained=casperhansen/falcon-7b-awq,trust_remote_code=True,dtype=float16,_commit_hash=main",
"batch_size": 1,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}