ld_results / crusoeai /results_2024-05-15-19-17-05.json
lvkaokao
init evaluation results.
cd88ae0
raw
history blame contribute delete
No virus
22.2 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": "2024-05-15-19-17-05",
"total_evaluation_time_secondes": "",
"model_name": "crusoeai/Llama-3-8B-Instruct-Gradient-1048k-GGUF",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 4.653375488,
"model_params": 8.030261248,
"quant_type": "llama.cpp",
"precision": "4bit"
},
"results": {
"harness|openbookqa|0": {
"acc,none": 0.318,
"acc_stderr,none": 0.02084757162081401,
"acc_norm,none": 0.428,
"acc_norm_stderr,none": 0.022149790663861926,
"alias": "openbookqa"
},
"harness|piqa|0": {
"acc,none": 0.7916213275299239,
"acc_stderr,none": 0.009476125383049447,
"acc_norm,none": 0.8052230685527747,
"acc_norm_stderr,none": 0.009240006693317726,
"alias": "piqa"
},
"harness|boolq|0": {
"acc,none": 0.8321100917431192,
"acc_stderr,none": 0.006537252053566847,
"alias": "boolq"
},
"harness|mmlu|0": {
"acc,none": 0.6067511750462897,
"acc_stderr,none": 0.0038817899756211985,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.5404888416578109,
"acc_stderr,none": 0.006766433869013026
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.40476190476190477,
"acc_stderr,none": 0.043902592653775614
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.6848484848484848,
"acc_stderr,none": 0.0362773057502241
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.8186274509803921,
"acc_stderr,none": 0.027044621719474058
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.8016877637130801,
"acc_stderr,none": 0.025955020841621112
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.7520661157024794,
"acc_stderr,none": 0.039418975265163025
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.7222222222222222,
"acc_stderr,none": 0.04330043749650743
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.7177914110429447,
"acc_stderr,none": 0.03536117886664742
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.6763005780346821,
"acc_stderr,none": 0.025190181327608422
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.3005586592178771,
"acc_stderr,none": 0.01533456680625116
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.6945337620578779,
"acc_stderr,none": 0.026160584450140457
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.7037037037037037,
"acc_stderr,none": 0.025407197798890165
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.42503259452411996,
"acc_stderr,none": 0.012625879884892
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.8011695906432749,
"acc_stderr,none": 0.03061111655743253
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.6964917927261024,
"acc_stderr,none": 0.007974873954487814
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.58,
"acc_stderr,none": 0.049604496374885836
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.7320754716981132,
"acc_stderr,none": 0.027257260322494845
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.6069364161849711,
"acc_stderr,none": 0.0372424959581773
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.41,
"acc_stderr,none": 0.04943110704237101
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.7040358744394619,
"acc_stderr,none": 0.030636591348699796
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.8543689320388349,
"acc_stderr,none": 0.0349260647662379
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.8717948717948718,
"acc_stderr,none": 0.02190190511507333
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.7,
"acc_stderr,none": 0.046056618647183814
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.7994891443167306,
"acc_stderr,none": 0.014317653708594206
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.6928104575163399,
"acc_stderr,none": 0.026415601914389002
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.5141843971631206,
"acc_stderr,none": 0.02981549448368206
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.6654411764705882,
"acc_stderr,none": 0.02866199620233531
},
"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": 0.709782255443614,
"acc_stderr,none": 0.007993439066743081
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.43859649122807015,
"acc_stderr,none": 0.04668000738510455
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.7525252525252525,
"acc_stderr,none": 0.03074630074212449
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.844559585492228,
"acc_stderr,none": 0.026148483469153303
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.5974358974358974,
"acc_stderr,none": 0.02486499515976775
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.6722689075630253,
"acc_stderr,none": 0.03048991141767323
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.8201834862385321,
"acc_stderr,none": 0.016465345467391538
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.7251908396946565,
"acc_stderr,none": 0.03915345408847834
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.6470588235294118,
"acc_stderr,none": 0.019333142020797167
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6181818181818182,
"acc_stderr,none": 0.046534298079135075
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.7183673469387755,
"acc_stderr,none": 0.028795185574291282
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.8159203980099502,
"acc_stderr,none": 0.02740385941078684
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.83,
"acc_stderr,none": 0.0377525168068637
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.5166508087535681,
"acc_stderr,none": 0.008620024107570354
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.3,
"acc_stderr,none": 0.046056618647183814
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.6518518518518519,
"acc_stderr,none": 0.041153246103369526
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.631578947368421,
"acc_stderr,none": 0.03925523381052932
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.7013888888888888,
"acc_stderr,none": 0.03827052357950756
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.43,
"acc_stderr,none": 0.049756985195624284
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.48,
"acc_stderr,none": 0.050211673156867795
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.36,
"acc_stderr,none": 0.048241815132442176
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.4117647058823529,
"acc_stderr,none": 0.04897104952726367
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.76,
"acc_stderr,none": 0.04292346959909281
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.5659574468085107,
"acc_stderr,none": 0.03240038086792747
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.5517241379310345,
"acc_stderr,none": 0.04144311810878151
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.40476190476190477,
"acc_stderr,none": 0.025279850397404904
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.7258064516129032,
"acc_stderr,none": 0.025378139970885196
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.5123152709359606,
"acc_stderr,none": 0.035169204442208966
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.61,
"acc_stderr,none": 0.04902071300001974
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.37777777777777777,
"acc_stderr,none": 0.029560707392465715
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.4370860927152318,
"acc_stderr,none": 0.04050035722230636
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.4074074074074074,
"acc_stderr,none": 0.03350991604696043
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.5089285714285714,
"acc_stderr,none": 0.04745033255489123
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.30966952264381886,
"acc_stderr,none": 0.01618574435514492,
"alias": "truthfulqa_mc1"
},
"harness|arc:challenge|0": {
"acc,none": 0.5119453924914675,
"acc_stderr,none": 0.014607220340597171,
"acc_norm,none": 0.5469283276450512,
"acc_norm_stderr,none": 0.014546892052005631,
"alias": "arc_challenge"
},
"harness|hellaswag|0": {
"acc,none": 0.5894244174467238,
"acc_stderr,none": 0.004909328992915085,
"acc_norm,none": 0.768074088826927,
"acc_norm_stderr,none": 0.004211993665515958,
"alias": "hellaswag"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.46346951013407334,
"acc_stderr,none": 0.01485187660034803,
"alias": "truthfulqa_mc2"
},
"harness|lambada:openai|0": {
"perplexity,none": 3.7540333607659977,
"perplexity_stderr,none": 0.08030001592231274,
"acc,none": 0.44071414709877743,
"acc_stderr,none": 0.006916836113835223,
"alias": "lambada_openai"
},
"harness|winogrande|0": {
"acc,none": 0.7300710339384373,
"acc_stderr,none": 0.01247643337200261,
"alias": "winogrande"
},
"harness|arc:easy|0": {
"acc,none": 0.8101851851851852,
"acc_stderr,none": 0.008046840527852222,
"acc_norm,none": 0.7824074074074074,
"acc_norm_stderr,none": 0.00846655478907377,
"alias": "arc_easy"
}
},
"task_info": {
"model": "crusoeai/Llama-3-8B-Instruct-Gradient-1048k-GGUF",
"revision": "main",
"private": false,
"params": null,
"architectures": "?",
"quant_type": "llama.cpp",
"precision": "4bit",
"model_params": null,
"model_size": null,
"weight_dtype": "int4",
"compute_dtype": "int8",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "cpu",
"status": "Pending",
"submitted_time": "2024-05-11T17:37:21Z",
"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|openbookqa|0": 1.0,
"harness|piqa|0": 1.0,
"harness|boolq|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|truthfulqa:mc1|0": 2.0,
"harness|arc:challenge|0": 1.0,
"harness|hellaswag|0": 1.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|lambada:openai|0": 1.0,
"harness|winogrande|0": 1.0,
"harness|arc:easy|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": 1715704089.1980343,
"config": {
"model": "WrapperGGUFLM",
"model_args": "gguf_model=crusoeai/Llama-3-8B-Instruct-Gradient-1048k-GGUF,ftype=*Q4_0.gguf,dtype=int8,_commit_hash=main",
"batch_size": 1,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}