ld_results / Qwen /results_2024-05-05-22-20-44.json
lvkaokao
init evaluation results.
cd88ae0
raw
history blame
22.1 kB
{
"config_general": {
"lighteval_sha": "no",
"num_few_shot_default": null,
"num_fewshot_seeds": null,
"override_batch_size": null,
"max_samples": null,
"job_id": -1,
"start_time": null,
"end_time": "2024-05-05-22-20-44",
"total_evaluation_time_secondes": "",
"model_name": "Qwen/Qwen1.5-0.5B-Chat-GGUF",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 0.389045248,
"model_params": 0.619570176,
"quant_type": "llama.cpp",
"precision": "4bit"
},
"results": {
"harness|hellaswag|0": {
"acc,none": 0.3569010157339175,
"acc_stderr,none": 0.00478106139087391,
"acc_norm,none": 0.4396534554869548,
"acc_norm_stderr,none": 0.004953305461311763,
"alias": "hellaswag"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.23011015911872704,
"acc_stderr,none": 0.014734557959807762,
"alias": "truthfulqa_mc1"
},
"harness|lambada:openai|0": {
"perplexity,none": 34.802753466476304,
"perplexity_stderr,none": 1.7695091328108965,
"acc,none": 0.26508829807878903,
"acc_stderr,none": 0.006149289402158153,
"alias": "lambada_openai"
},
"harness|boolq|0": {
"acc,none": 0.3785932721712538,
"acc_stderr,none": 0.008483341718024479,
"alias": "boolq"
},
"harness|winogrande|0": {
"acc,none": 0.5351223362273086,
"acc_stderr,none": 0.014017773120881587,
"alias": "winogrande"
},
"harness|arc:easy|0": {
"acc,none": 0.37415824915824913,
"acc_stderr,none": 0.009929516948977625,
"acc_norm,none": 0.37247474747474746,
"acc_norm_stderr,none": 0.009920469215736012,
"alias": "arc_easy"
},
"harness|openbookqa|0": {
"acc,none": 0.176,
"acc_stderr,none": 0.01704785202062227,
"acc_norm,none": 0.27,
"acc_norm_stderr,none": 0.019874354831287487,
"alias": "openbookqa"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.40641904896162573,
"acc_stderr,none": 0.014888528969774828,
"alias": "truthfulqa_mc2"
},
"harness|mmlu|0": {
"acc,none": 0.2296681384418174,
"acc_stderr,none": 0.00354375915129246,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.24250797024442083,
"acc_stderr,none": 0.0062462231153999565
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.2857142857142857,
"acc_stderr,none": 0.04040610178208841
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.21818181818181817,
"acc_stderr,none": 0.03225078108306289
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.25,
"acc_stderr,none": 0.03039153369274154
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.270042194092827,
"acc_stderr,none": 0.028900721906293426
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.2396694214876033,
"acc_stderr,none": 0.03896878985070417
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.26851851851851855,
"acc_stderr,none": 0.04284467968052192
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.22085889570552147,
"acc_stderr,none": 0.032591773927421776
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.24855491329479767,
"acc_stderr,none": 0.023267528432100174
},
"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": 0.1864951768488746,
"acc_stderr,none": 0.02212243977248077
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.21604938271604937,
"acc_stderr,none": 0.022899162918445813
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.24641460234680573,
"acc_stderr,none": 0.011005971399927244
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.3216374269005848,
"acc_stderr,none": 0.03582529442573122
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.23978113936272932,
"acc_stderr,none": 0.00764225029165751
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.3,
"acc_stderr,none": 0.046056618647183814
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.21509433962264152,
"acc_stderr,none": 0.025288394502891377
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.20809248554913296,
"acc_stderr,none": 0.030952890217749884
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.18,
"acc_stderr,none": 0.038612291966536955
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.31390134529147984,
"acc_stderr,none": 0.03114679648297246
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.17475728155339806,
"acc_stderr,none": 0.03760178006026621
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.2905982905982906,
"acc_stderr,none": 0.029745048572674057
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.3,
"acc_stderr,none": 0.046056618647183814
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.23754789272030652,
"acc_stderr,none": 0.015218733046150195
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.22549019607843138,
"acc_stderr,none": 0.023929155517351284
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.23404255319148937,
"acc_stderr,none": 0.025257861359432407
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.18382352941176472,
"acc_stderr,none": 0.02352924218519311
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.28313253012048195,
"acc_stderr,none": 0.03507295431370518
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.21741956451088723,
"acc_stderr,none": 0.007433074431341764
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.23684210526315788,
"acc_stderr,none": 0.039994238792813386
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.17676767676767677,
"acc_stderr,none": 0.027178752639044915
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.20207253886010362,
"acc_stderr,none": 0.02897908979429673
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.20256410256410257,
"acc_stderr,none": 0.020377660970371397
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.21008403361344538,
"acc_stderr,none": 0.026461398717471874
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.1926605504587156,
"acc_stderr,none": 0.016909276884936073
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.2595419847328244,
"acc_stderr,none": 0.03844876139785271
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.25,
"acc_stderr,none": 0.01751781884501444
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.21818181818181817,
"acc_stderr,none": 0.03955932861795833
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.18775510204081633,
"acc_stderr,none": 0.02500025603954622
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.24378109452736318,
"acc_stderr,none": 0.030360490154014652
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.28,
"acc_stderr,none": 0.045126085985421276
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.21249603552172533,
"acc_stderr,none": 0.007271218700485502
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.22,
"acc_stderr,none": 0.04163331998932269
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.18518518518518517,
"acc_stderr,none": 0.03355677216313142
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.17763157894736842,
"acc_stderr,none": 0.031103182383123398
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.2569444444444444,
"acc_stderr,none": 0.03653946969442099
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.2,
"acc_stderr,none": 0.040201512610368445
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.26,
"acc_stderr,none": 0.044084400227680794
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.21,
"acc_stderr,none": 0.040936018074033256
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.21568627450980393,
"acc_stderr,none": 0.040925639582376556
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.28,
"acc_stderr,none": 0.045126085985421276
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.26382978723404255,
"acc_stderr,none": 0.02880998985410298
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.2413793103448276,
"acc_stderr,none": 0.03565998174135302
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.20899470899470898,
"acc_stderr,none": 0.020940481565334835
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.1774193548387097,
"acc_stderr,none": 0.021732540689329265
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.15270935960591134,
"acc_stderr,none": 0.025308904539380624
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.25,
"acc_stderr,none": 0.04351941398892446
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.2111111111111111,
"acc_stderr,none": 0.02488211685765508
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.1986754966887417,
"acc_stderr,none": 0.032578473844367746
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.1527777777777778,
"acc_stderr,none": 0.02453632602613422
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.3125,
"acc_stderr,none": 0.043994650575715215
},
"harness|arc:challenge|0": {
"acc,none": 0.23464163822525597,
"acc_stderr,none": 0.012383873560768664,
"acc_norm,none": 0.2738907849829352,
"acc_norm_stderr,none": 0.013032004972989503,
"alias": "arc_challenge"
},
"harness|piqa|0": {
"acc,none": 0.6675734494015234,
"acc_stderr,none": 0.01099114155744559,
"acc_norm,none": 0.6610446137105549,
"acc_norm_stderr,none": 0.011044144419710638,
"alias": "piqa"
}
},
"task_info": {
"model": "Qwen/Qwen1.5-0.5B-Chat-GGUF",
"revision": "main",
"private": false,
"params": 2.0,
"architectures": "?",
"quant_type": "llama.cpp",
"precision": "4bit",
"model_params": 4.0,
"model_size": 2.0,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-05-01T16:23:22Z",
"model_type": "quantization",
"job_id": -1,
"job_start_time": null,
"scripts": "llama_cpp"
},
"quantization_config": {
"quant_method": "llama.cpp",
"ftype": "*q4_0.gguf"
},
"versions": {
"harness|hellaswag|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"harness|lambada:openai|0": 1.0,
"harness|boolq|0": 2.0,
"harness|winogrande|0": 1.0,
"harness|arc:easy|0": 1.0,
"harness|openbookqa|0": 1.0,
"harness|truthfulqa:mc2|0": 2.0,
"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|arc:challenge|0": 1.0,
"harness|piqa|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": 1714746426.7282674,
"config": {
"model": "WrapperGGUFLM",
"model_args": "gguf_model=Qwen/Qwen1.5-0.5B-Chat-GGUF,ftype=*q4_0.gguf,dtype=float16,_commit_hash=main",
"batch_size": 1,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}