ld_results / PrunaAI /results_2024-05-13-21-54-31.json
lvkaokao
init evaluation results.
cd88ae0
raw
history blame
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": "2024-05-13-21-54-31",
"total_evaluation_time_secondes": "",
"model_name": "PrunaAI/Phi-3-mini-128k-instruct-GGUF-Imatrix-smashed",
"model_sha": "",
"model_dtype": "4bit",
"model_size": 2.181729792,
"model_params": 3.821079552,
"quant_type": "llama.cpp",
"precision": "4bit"
},
"results": {
"harness|hellaswag|0": {
"acc,none": 0.5686118303126867,
"acc_stderr,none": 0.004942578520987334,
"acc_norm,none": 0.752141007767377,
"acc_norm_stderr,none": 0.004308870978210358,
"alias": "hellaswag"
},
"harness|mmlu|0": {
"acc,none": 0.5713573565019228,
"acc_stderr,none": 0.003994070978563716,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.5270988310308182,
"acc_stderr,none": 0.007098258374624685
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.47619047619047616,
"acc_stderr,none": 0.04467062628403273
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.46060606060606063,
"acc_stderr,none": 0.03892207016552013
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.6029411764705882,
"acc_stderr,none": 0.03434131164719128
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.5274261603375527,
"acc_stderr,none": 0.03249822718301303
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.7851239669421488,
"acc_stderr,none": 0.03749492448709699
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.6018518518518519,
"acc_stderr,none": 0.04732332615978814
},
"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": 0.5982658959537572,
"acc_stderr,none": 0.026394104177643627
},
"harness|mmlu_moral_scenarios|0": {
"alias": " - moral_scenarios",
"acc,none": 0.41899441340782123,
"acc_stderr,none": 0.016501579306861677
},
"harness|mmlu_philosophy|0": {
"alias": " - philosophy",
"acc,none": 0.6302250803858521,
"acc_stderr,none": 0.027417996705630998
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.6944444444444444,
"acc_stderr,none": 0.025630824975621344
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.4471968709256845,
"acc_stderr,none": 0.012698825252435111
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.7602339181286549,
"acc_stderr,none": 0.03274485211946956
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.638236240746701,
"acc_stderr,none": 0.008388402876897084
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.64,
"acc_stderr,none": 0.048241815132442176
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.630188679245283,
"acc_stderr,none": 0.029711421880107933
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.5491329479768786,
"acc_stderr,none": 0.03794012674697028
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.39,
"acc_stderr,none": 0.04902071300001975
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.6098654708520179,
"acc_stderr,none": 0.03273766725459156
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.7766990291262136,
"acc_stderr,none": 0.04123553189891431
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.8418803418803419,
"acc_stderr,none": 0.023902325549560417
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.66,
"acc_stderr,none": 0.04760952285695238
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.7458492975734355,
"acc_stderr,none": 0.01556925469204577
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.5980392156862745,
"acc_stderr,none": 0.02807415894760066
},
"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": 0.5661764705882353,
"acc_stderr,none": 0.030105636570016636
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.4578313253012048,
"acc_stderr,none": 0.0387862677100236
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.68020799480013,
"acc_stderr,none": 0.008161750542677104
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.34210526315789475,
"acc_stderr,none": 0.04462917535336937
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.7121212121212122,
"acc_stderr,none": 0.03225883512300992
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.8134715025906736,
"acc_stderr,none": 0.028112091210117474
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.6358974358974359,
"acc_stderr,none": 0.02439667298509477
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.6596638655462185,
"acc_stderr,none": 0.030778057422931673
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.8256880733944955,
"acc_stderr,none": 0.016265675632010354
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.5725190839694656,
"acc_stderr,none": 0.04338920305792401
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.6405228758169934,
"acc_stderr,none": 0.01941253924203216
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6090909090909091,
"acc_stderr,none": 0.04673752333670238
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.5306122448979592,
"acc_stderr,none": 0.031949171367580624
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.7960199004975125,
"acc_stderr,none": 0.02849317624532608
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.77,
"acc_stderr,none": 0.042295258468165044
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.4652711703139867,
"acc_stderr,none": 0.008511108943898386
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.27,
"acc_stderr,none": 0.044619604333847394
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.5777777777777777,
"acc_stderr,none": 0.04266763404099582
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.6644736842105263,
"acc_stderr,none": 0.03842498559395267
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.6666666666666666,
"acc_stderr,none": 0.039420826399272135
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.42,
"acc_stderr,none": 0.049604496374885836
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.4,
"acc_stderr,none": 0.04923659639173309
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.25,
"acc_stderr,none": 0.04351941398892446
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.35294117647058826,
"acc_stderr,none": 0.04755129616062946
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.65,
"acc_stderr,none": 0.047937248544110196
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.5319148936170213,
"acc_stderr,none": 0.03261936918467382
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.4206896551724138,
"acc_stderr,none": 0.0411391498118926
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.35978835978835977,
"acc_stderr,none": 0.02471807594412928
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.6935483870967742,
"acc_stderr,none": 0.02622648565255388
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.4827586206896552,
"acc_stderr,none": 0.035158955511657
},
"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": 0.22962962962962963,
"acc_stderr,none": 0.025644108639267624
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.3443708609271523,
"acc_stderr,none": 0.03879687024073327
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.46296296296296297,
"acc_stderr,none": 0.03400603625538272
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.41964285714285715,
"acc_stderr,none": 0.04684099321077106
},
"harness|boolq|0": {
"acc,none": 0.8510703363914373,
"acc_stderr,none": 0.006226813679382005,
"alias": "boolq"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.5298984108646814,
"acc_stderr,none": 0.015543848691376448,
"alias": "truthfulqa_mc2"
},
"harness|arc:easy|0": {
"acc,none": 0.7916666666666666,
"acc_stderr,none": 0.008333333333333191,
"acc_norm,none": 0.7714646464646465,
"acc_norm_stderr,none": 0.008615944722488503,
"alias": "arc_easy"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.37576499388004897,
"acc_stderr,none": 0.016954584060214297,
"alias": "truthfulqa_mc1"
},
"harness|openbookqa|0": {
"acc,none": 0.342,
"acc_stderr,none": 0.021236147199899254,
"acc_norm,none": 0.422,
"acc_norm_stderr,none": 0.022109039310618552,
"alias": "openbookqa"
},
"harness|lambada:openai|0": {
"perplexity,none": 6.567239054538494,
"perplexity_stderr,none": 0.1852860668326811,
"acc,none": 0.3089462449058801,
"acc_stderr,none": 0.006437384484045087,
"alias": "lambada_openai"
},
"harness|piqa|0": {
"acc,none": 0.7905331882480957,
"acc_stderr,none": 0.009494302979819803,
"acc_norm,none": 0.7916213275299239,
"acc_norm_stderr,none": 0.009476125383049464,
"alias": "piqa"
},
"harness|arc:challenge|0": {
"acc,none": 0.5315699658703071,
"acc_stderr,none": 0.014582236460866978,
"acc_norm,none": 0.5443686006825939,
"acc_norm_stderr,none": 0.014553749939306868,
"alias": "arc_challenge"
},
"harness|winogrande|0": {
"acc,none": 0.7316495659037096,
"acc_stderr,none": 0.012453340359561195,
"alias": "winogrande"
}
},
"task_info": {
"model": "PrunaAI/Phi-3-mini-128k-instruct-GGUF-Imatrix-smashed",
"revision": "main",
"private": false,
"params": null,
"architectures": "?",
"quant_type": "llama.cpp",
"precision": "4bit",
"model_params": null,
"model_size": null,
"weight_dtype": "int4",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "cpu",
"status": "Pending",
"submitted_time": "2024-05-10T07:32:46Z",
"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|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|boolq|0": 2.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|arc:easy|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"harness|openbookqa|0": 1.0,
"harness|lambada:openai|0": 1.0,
"harness|piqa|0": 1.0,
"harness|arc:challenge|0": 1.0,
"harness|winogrande|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": 1715589898.9681585,
"config": {
"model": "WrapperGGUFLM",
"model_args": "gguf_model=PrunaAI/Phi-3-mini-128k-instruct-GGUF-Imatrix-smashed,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
}
}