ld_results / unsloth /results_2024-05-02-07-09-50.json
lvkaokao
init evaluation results.
cd88ae0
raw
history blame
22.5 kB
{
"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": "2024-05-02-07-09-50",
"total_evaluation_time_secondes": "",
"model_name": "unsloth/gemma-7b-bnb-4bit",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 5.57,
"model_params": 7.99,
"quant_type": "bitsandbytes",
"precision": "4bit"
},
"results": {
"harness|arc:challenge|0": {
"acc,none": 0.5034129692832765,
"acc_stderr,none": 0.014611050403244084,
"acc_norm,none": 0.5315699658703071,
"acc_norm_stderr,none": 0.014582236460866965,
"alias": "arc_challenge"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.29253365973072215,
"acc_stderr,none": 0.015925597445286165,
"alias": "truthfulqa_mc1"
},
"harness|winogrande|0": {
"acc,none": 0.7434885556432518,
"acc_stderr,none": 0.012273648008759984,
"alias": "winogrande"
},
"harness|boolq|0": {
"acc,none": 0.7764525993883792,
"acc_stderr,none": 0.007286766045641763,
"alias": "boolq"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.41357536298239544,
"acc_stderr,none": 0.014304144616348345,
"alias": "truthfulqa_mc2"
},
"harness|openbookqa|0": {
"acc,none": 0.33,
"acc_stderr,none": 0.021049612166134806,
"acc_norm,none": 0.45,
"acc_norm_stderr,none": 0.02227087748536044,
"alias": "openbookqa"
},
"harness|arc:easy|0": {
"acc,none": 0.8093434343434344,
"acc_stderr,none": 0.008060472485266111,
"acc_norm,none": 0.7971380471380471,
"acc_norm_stderr,none": 0.008251544823606904,
"alias": "arc_easy"
},
"harness|mmlu|0": {
"acc,none": 0.5893747329440251,
"acc_stderr,none": 0.0039235706021663475,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.528586609989373,
"acc_stderr,none": 0.006718092467683873
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.3492063492063492,
"acc_stderr,none": 0.04263906892795132
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.7272727272727273,
"acc_stderr,none": 0.0347769116216366
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.7598039215686274,
"acc_stderr,none": 0.02998373305591362
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.7805907172995781,
"acc_stderr,none": 0.026939106581553945
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.7355371900826446,
"acc_stderr,none": 0.04026187527591206
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.6574074074074074,
"acc_stderr,none": 0.045879047413018105
},
"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": 0.653179190751445,
"acc_stderr,none": 0.025624723994030457
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.2424581005586592,
"acc_stderr,none": 0.014333522059217887
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.7106109324758842,
"acc_stderr,none": 0.025755865922632935
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.7160493827160493,
"acc_stderr,none": 0.025089478523765137
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.43741851368970014,
"acc_stderr,none": 0.012669813464935726
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.8070175438596491,
"acc_stderr,none": 0.030267457554898465
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.6655938204055359,
"acc_stderr,none": 0.008223636843621119
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.63,
"acc_stderr,none": 0.04852365870939098
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.6339622641509434,
"acc_stderr,none": 0.029647813539365235
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.6069364161849711,
"acc_stderr,none": 0.03724249595817729
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.4,
"acc_stderr,none": 0.049236596391733084
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.6636771300448431,
"acc_stderr,none": 0.031708824268455005
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.8446601941747572,
"acc_stderr,none": 0.03586594738573974
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.8418803418803419,
"acc_stderr,none": 0.023902325549560406
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.68,
"acc_stderr,none": 0.046882617226215034
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.7739463601532567,
"acc_stderr,none": 0.01495745850433583
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.6568627450980392,
"acc_stderr,none": 0.02718449890994161
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.5035460992907801,
"acc_stderr,none": 0.02982674915328092
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.5882352941176471,
"acc_stderr,none": 0.029896163033125478
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.5,
"acc_stderr,none": 0.03892494720807614
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.6756581085472864,
"acc_stderr,none": 0.00824343296417136
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.37719298245614036,
"acc_stderr,none": 0.04559522141958216
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.7727272727272727,
"acc_stderr,none": 0.029857515673386407
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.7823834196891192,
"acc_stderr,none": 0.029778663037752954
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.5615384615384615,
"acc_stderr,none": 0.02515826601686857
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.6428571428571429,
"acc_stderr,none": 0.031124619309328177
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.7926605504587156,
"acc_stderr,none": 0.017381415563608674
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.6641221374045801,
"acc_stderr,none": 0.04142313771996665
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.6062091503267973,
"acc_stderr,none": 0.019766211991073063
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6363636363636364,
"acc_stderr,none": 0.04607582090719976
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.6775510204081633,
"acc_stderr,none": 0.029923100563683906
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.7611940298507462,
"acc_stderr,none": 0.03014777593540922
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.81,
"acc_stderr,none": 0.039427724440366234
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.5207738661592134,
"acc_stderr,none": 0.008628221725616015
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.33,
"acc_stderr,none": 0.047258156262526045
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.5851851851851851,
"acc_stderr,none": 0.042561937679014075
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.6776315789473685,
"acc_stderr,none": 0.03803510248351585
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.7222222222222222,
"acc_stderr,none": 0.037455547914624576
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.49,
"acc_stderr,none": 0.05024183937956913
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.5,
"acc_stderr,none": 0.050251890762960605
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.32,
"acc_stderr,none": 0.046882617226215034
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.4019607843137255,
"acc_stderr,none": 0.048786087144669955
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.66,
"acc_stderr,none": 0.04760952285695237
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.5659574468085107,
"acc_stderr,none": 0.032400380867927465
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.5793103448275863,
"acc_stderr,none": 0.0411391498118926
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.4312169312169312,
"acc_stderr,none": 0.0255064816981382
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.7258064516129032,
"acc_stderr,none": 0.0253781399708852
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.541871921182266,
"acc_stderr,none": 0.03505630140785741
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.58,
"acc_stderr,none": 0.049604496374885836
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.3296296296296296,
"acc_stderr,none": 0.028661201116524575
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.41721854304635764,
"acc_stderr,none": 0.040261414976346104
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.5185185185185185,
"acc_stderr,none": 0.034076320938540516
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.42857142857142855,
"acc_stderr,none": 0.04697113923010212
},
"harness|piqa|0": {
"acc,none": 0.7927094668117519,
"acc_stderr,none": 0.00945784469995238,
"acc_norm,none": 0.8101196953210011,
"acc_norm_stderr,none": 0.009150819250948718,
"alias": "piqa"
},
"harness|lambada:openai|0": {
"perplexity,none": 4.447799682451166,
"perplexity_stderr,none": 0.09580496660000092,
"acc,none": 0.6565107704249952,
"acc_stderr,none": 0.006615909601014025,
"alias": "lambada_openai"
},
"harness|hellaswag|0": {
"acc,none": 0.5889265086636128,
"acc_stderr,none": 0.004910229643262739,
"acc_norm,none": 0.7869946225851424,
"acc_norm_stderr,none": 0.00408594656444253,
"alias": "hellaswag"
}
},
"task_info": {
"model": "unsloth/gemma-7b-bnb-4bit",
"revision": "main",
"private": false,
"params": 19.136,
"architectures": "GemmaForCausalLM",
"quant_type": "bitsandbytes",
"precision": "4bit",
"model_params": 38.272,
"model_size": 19.136,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-05-01T07:39:37Z",
"model_type": "quantization",
"job_id": -1,
"job_start_time": null,
"scripts": "ITREX"
},
"quantization_config": {
"_load_in_4bit": true,
"_load_in_8bit": false,
"bnb_4bit_compute_dtype": "bfloat16",
"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,
"quant_method": "bitsandbytes"
},
"versions": {
"harness|arc:challenge|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"harness|winogrande|0": 1.0,
"harness|boolq|0": 2.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|openbookqa|0": 1.0,
"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|piqa|0": 1.0,
"harness|lambada:openai|0": 1.0,
"harness|hellaswag|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": 1714579759.9608762,
"config": {
"model": "hf",
"model_args": "pretrained=unsloth/gemma-7b-bnb-4bit,trust_remote_code=True,dtype=float16,_commit_hash=main",
"batch_size": 2,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}