ld_results / leliuga /results_2024-05-10-12-37-10.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": "2024-05-10-12-37-10",
"total_evaluation_time_secondes": "",
"model_name": "leliuga/phi-2-bnb-4bit",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 1.82,
"model_params": 2.7,
"quant_type": "bitsandbytes",
"precision": "4bit"
},
"results": {
"harness|piqa|0": {
"acc,none": 0.778563656147987,
"acc_stderr,none": 0.009687616456840253,
"acc_norm,none": 0.7834602829162133,
"acc_norm_stderr,none": 0.009609984714384614,
"alias": "piqa"
},
"harness|mmlu|0": {
"acc,none": 0.5151687793761572,
"acc_stderr,none": 0.004026508053034632,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.4731137088204038,
"acc_stderr,none": 0.006892448037308947
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.3253968253968254,
"acc_stderr,none": 0.041905964388711366
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.6424242424242425,
"acc_stderr,none": 0.037425970438065864
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.6176470588235294,
"acc_stderr,none": 0.03410785338904719
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.6877637130801688,
"acc_stderr,none": 0.030165137867847015
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.7272727272727273,
"acc_stderr,none": 0.04065578140908705
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.6851851851851852,
"acc_stderr,none": 0.04489931073591312
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.7239263803680982,
"acc_stderr,none": 0.03512385283705048
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.6271676300578035,
"acc_stderr,none": 0.026033890613576277
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.24134078212290502,
"acc_stderr,none": 0.01431099954796145
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.5466237942122186,
"acc_stderr,none": 0.028274359854894245
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.5833333333333334,
"acc_stderr,none": 0.027431623722415015
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.39308996088657105,
"acc_stderr,none": 0.012474899613873968
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.672514619883041,
"acc_stderr,none": 0.035993357714560276
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.5709687801738011,
"acc_stderr,none": 0.008615724990192988
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.51,
"acc_stderr,none": 0.05024183937956912
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.5962264150943396,
"acc_stderr,none": 0.03019761160019795
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.5317919075144508,
"acc_stderr,none": 0.03804749744364764
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.35,
"acc_stderr,none": 0.04793724854411018
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.600896860986547,
"acc_stderr,none": 0.032867453125679603
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.6310679611650486,
"acc_stderr,none": 0.04777615181156739
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.8076923076923077,
"acc_stderr,none": 0.025819233256483727
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.55,
"acc_stderr,none": 0.05
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.669220945083014,
"acc_stderr,none": 0.016824818462563753
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.5849673202614379,
"acc_stderr,none": 0.028213504177824096
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.3971631205673759,
"acc_stderr,none": 0.029189805673587112
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.3786764705882353,
"acc_stderr,none": 0.02946513363977613
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.463855421686747,
"acc_stderr,none": 0.03882310850890594
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.6161845953851154,
"acc_stderr,none": 0.008586508465689755
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.3157894736842105,
"acc_stderr,none": 0.04372748290278007
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.6818181818181818,
"acc_stderr,none": 0.03318477333845331
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.689119170984456,
"acc_stderr,none": 0.03340361906276587
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.5153846153846153,
"acc_stderr,none": 0.02533900301010651
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.5714285714285714,
"acc_stderr,none": 0.032145368597886394
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.7302752293577982,
"acc_stderr,none": 0.01902848671111544
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.6183206106870229,
"acc_stderr,none": 0.0426073515764456
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.5310457516339869,
"acc_stderr,none": 0.02018880445636189
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6636363636363637,
"acc_stderr,none": 0.04525393596302505
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.6489795918367347,
"acc_stderr,none": 0.030555316755573634
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.7263681592039801,
"acc_stderr,none": 0.03152439186555401
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.73,
"acc_stderr,none": 0.044619604333847394
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.42435775451950525,
"acc_stderr,none": 0.008572231891014966
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.28,
"acc_stderr,none": 0.04512608598542126
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.45185185185185184,
"acc_stderr,none": 0.04299268905480864
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.5328947368421053,
"acc_stderr,none": 0.040601270352363966
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.5347222222222222,
"acc_stderr,none": 0.041711158581816184
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.3,
"acc_stderr,none": 0.046056618647183814
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.34,
"acc_stderr,none": 0.04760952285695235
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.31,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.24509803921568626,
"acc_stderr,none": 0.04280105837364395
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.59,
"acc_stderr,none": 0.04943110704237102
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.4765957446808511,
"acc_stderr,none": 0.03265019475033582
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.4689655172413793,
"acc_stderr,none": 0.04158632762097828
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.3994708994708995,
"acc_stderr,none": 0.025225450284067877
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.632258064516129,
"acc_stderr,none": 0.02743086657997347
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.4088669950738916,
"acc_stderr,none": 0.034590588158832314
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.63,
"acc_stderr,none": 0.04852365870939099
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.26666666666666666,
"acc_stderr,none": 0.026962424325073835
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.31788079470198677,
"acc_stderr,none": 0.03802039760107903
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.3425925925925926,
"acc_stderr,none": 0.032365852526021574
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.4017857142857143,
"acc_stderr,none": 0.04653333146973646
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.4481397945521129,
"acc_stderr,none": 0.01507831322796592,
"alias": "truthfulqa_mc2"
},
"harness|arc:easy|0": {
"acc,none": 0.7962962962962963,
"acc_stderr,none": 0.008264279630493445,
"acc_norm,none": 0.7798821548821548,
"acc_norm_stderr,none": 0.00850178877471678,
"alias": "arc_easy"
},
"harness|arc:challenge|0": {
"acc,none": 0.5204778156996587,
"acc_stderr,none": 0.01459913135303501,
"acc_norm,none": 0.5307167235494881,
"acc_norm_stderr,none": 0.014583792546304037,
"alias": "arc_challenge"
},
"harness|boolq|0": {
"acc,none": 0.8110091743119267,
"acc_stderr,none": 0.006847401355319964,
"alias": "boolq"
},
"harness|openbookqa|0": {
"acc,none": 0.404,
"acc_stderr,none": 0.021966635293832915,
"acc_norm,none": 0.486,
"acc_norm_stderr,none": 0.02237429816635319,
"alias": "openbookqa"
},
"harness|hellaswag|0": {
"acc,none": 0.5468034256124278,
"acc_stderr,none": 0.0049678724753832735,
"acc_norm,none": 0.7300338577972515,
"acc_norm_stderr,none": 0.004430346234650381,
"alias": "hellaswag"
},
"harness|winogrande|0": {
"acc,none": 0.755327545382794,
"acc_stderr,none": 0.012082125654159738,
"alias": "winogrande"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.31334149326805383,
"acc_stderr,none": 0.016238065069059587,
"alias": "truthfulqa_mc1"
},
"harness|lambada:openai|0": {
"perplexity,none": 6.33977085695839,
"perplexity_stderr,none": 0.17580168952959996,
"acc,none": 0.606636910537551,
"acc_stderr,none": 0.006805707684492764,
"alias": "lambada_openai"
}
},
"task_info": {
"model": "leliuga/phi-2-bnb-4bit",
"revision": "main",
"private": false,
"params": 6.244,
"architectures": "PhiForCausalLM",
"quant_type": "bitsandbytes",
"precision": "4bit",
"model_params": 2.7,
"model_size": 1.82,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-04-29T07:14:10Z",
"model_type": "quantization",
"job_id": -1,
"job_start_time": null,
"scripts": "ITREX"
},
"quantization_config": {
"bnb_4bit_compute_dtype": "float16",
"bnb_4bit_quant_type": "nf4",
"bnb_4bit_use_double_quant": true,
"llm_int8_enable_fp32_cpu_offload": false,
"llm_int8_has_fp16_weight": false,
"llm_int8_skip_modules": null,
"llm_int8_threshold": 6.0,
"load_in_4bit": true,
"load_in_8bit": false
},
"versions": {
"harness|piqa|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|truthfulqa:mc2|0": 2.0,
"harness|arc:easy|0": 1.0,
"harness|arc:challenge|0": 1.0,
"harness|boolq|0": 2.0,
"harness|openbookqa|0": 1.0,
"harness|hellaswag|0": 1.0,
"harness|winogrande|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"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": 1715312464.514766,
"config": {
"model": "hf",
"model_args": "pretrained=leliuga/phi-2-bnb-4bit,trust_remote_code=False,dtype=float16,_commit_hash=main",
"batch_size": 4,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}