ld_results / meta-llama /results_2024-05-21-09-49-00_Llama-2-7b-chat-hf.json
lvkaokao
sync results.
7be779d
raw
history blame contribute delete
No virus
22 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": "",
"end_time": "",
"total_evaluation_time_secondes": "",
"model_name": "meta-llama/Llama-2-7b-chat-hf",
"model_sha": "",
"model_dtype": "16bit",
"model_size": "13.48",
"model_params": "6.74",
"quant_type": null,
"precision": "16bit"
},
"results": {
"harness|winogrande|0": {
"acc,none": 0.6629834254143646,
"acc_stderr,none": 0.013284955769395252,
"alias": "winogrande"
},
"harness|hellaswag|0": {
"acc,none": 0.5778729336785501,
"acc_stderr,none": 0.004928891895874301,
"acc_norm,none": 0.7549292969527982,
"acc_norm_stderr,none": 0.004292500501716266,
"alias": "hellaswag"
},
"harness|mmlu|0": {
"acc,none": 0.4641076769690927,
"acc_stderr,none": 0.004034093349564484,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.43209351753453773,
"acc_stderr,none": 0.006925999428653776
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.25396825396825395,
"acc_stderr,none": 0.03893259610604674
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.5757575757575758,
"acc_stderr,none": 0.03859268142070262
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.6372549019607843,
"acc_stderr,none": 0.03374499356319355
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.6160337552742616,
"acc_stderr,none": 0.031658678064106674
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.5867768595041323,
"acc_stderr,none": 0.04495087843548408
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.5648148148148148,
"acc_stderr,none": 0.04792898170907061
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.5766871165644172,
"acc_stderr,none": 0.03881891213334383
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.5,
"acc_stderr,none": 0.026919095102908273
},
"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": 0.5434083601286174,
"acc_stderr,none": 0.028290869054197598
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.5555555555555556,
"acc_stderr,none": 0.027648477877413324
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.3559322033898305,
"acc_stderr,none": 0.012228645537277568
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.695906432748538,
"acc_stderr,none": 0.03528211258245232
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.548760862568394,
"acc_stderr,none": 0.008640433171174668
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.48,
"acc_stderr,none": 0.050211673156867795
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.5471698113207547,
"acc_stderr,none": 0.030635627957961813
},
"harness|mmlu_college_medicine|0": {
"alias": " - college_medicine",
"acc,none": 0.37572254335260113,
"acc_stderr,none": 0.03692820767264867
},
"harness|mmlu_global_facts|0": {
"alias": " - global_facts",
"acc,none": 0.37,
"acc_stderr,none": 0.048523658709390974
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.5739910313901345,
"acc_stderr,none": 0.033188332862172806
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.6699029126213593,
"acc_stderr,none": 0.0465614711001235
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.7435897435897436,
"acc_stderr,none": 0.028605953702004253
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.47,
"acc_stderr,none": 0.05016135580465919
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.6909323116219668,
"acc_stderr,none": 0.016524988919702194
},
"harness|mmlu_nutrition|0": {
"alias": " - nutrition",
"acc,none": 0.5065359477124183,
"acc_stderr,none": 0.028627470550556047
},
"harness|mmlu_professional_accounting|0": {
"alias": " - professional_accounting",
"acc,none": 0.35815602836879434,
"acc_stderr,none": 0.02860208586275942
},
"harness|mmlu_professional_medicine|0": {
"alias": " - professional_medicine",
"acc,none": 0.4227941176470588,
"acc_stderr,none": 0.03000856284500348
},
"harness|mmlu_virology|0": {
"alias": " - virology",
"acc,none": 0.4819277108433735,
"acc_stderr,none": 0.03889951252827216
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.5300617484562886,
"acc_stderr,none": 0.008753797337142028
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.2894736842105263,
"acc_stderr,none": 0.04266339443159394
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.5909090909090909,
"acc_stderr,none": 0.035029757994130065
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.6787564766839378,
"acc_stderr,none": 0.033699508685490674
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.41025641025641024,
"acc_stderr,none": 0.02493931390694079
},
"harness|mmlu_high_school_microeconomics|0": {
"alias": " - high_school_microeconomics",
"acc,none": 0.36134453781512604,
"acc_stderr,none": 0.031204691225150023
},
"harness|mmlu_high_school_psychology|0": {
"alias": " - high_school_psychology",
"acc,none": 0.6275229357798165,
"acc_stderr,none": 0.020728368457638494
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.5801526717557252,
"acc_stderr,none": 0.043285772152629735
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.4624183006535948,
"acc_stderr,none": 0.02017061497496977
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.5454545454545454,
"acc_stderr,none": 0.04769300568972745
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.5102040816326531,
"acc_stderr,none": 0.03200255347893782
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.7313432835820896,
"acc_stderr,none": 0.03134328358208954
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.71,
"acc_stderr,none": 0.045604802157206845
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.3640976847446876,
"acc_stderr,none": 0.00839563704312517
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.29,
"acc_stderr,none": 0.04560480215720683
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.4666666666666667,
"acc_stderr,none": 0.043097329010363554
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.47368421052631576,
"acc_stderr,none": 0.04063302731486671
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.4583333333333333,
"acc_stderr,none": 0.04166666666666665
},
"harness|mmlu_college_chemistry|0": {
"alias": " - college_chemistry",
"acc,none": 0.27,
"acc_stderr,none": 0.044619604333847415
},
"harness|mmlu_college_computer_science|0": {
"alias": " - college_computer_science",
"acc,none": 0.34,
"acc_stderr,none": 0.04760952285695236
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.33,
"acc_stderr,none": 0.04725815626252605
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.18627450980392157,
"acc_stderr,none": 0.03873958714149353
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.6,
"acc_stderr,none": 0.04923659639173309
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.39574468085106385,
"acc_stderr,none": 0.03196758697835362
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.4482758620689655,
"acc_stderr,none": 0.04144311810878151
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.2804232804232804,
"acc_stderr,none": 0.02313528797432562
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.5258064516129032,
"acc_stderr,none": 0.02840609505765332
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.3448275862068966,
"acc_stderr,none": 0.03344283744280458
},
"harness|mmlu_high_school_computer_science|0": {
"alias": " - high_school_computer_science",
"acc,none": 0.41,
"acc_stderr,none": 0.049431107042371025
},
"harness|mmlu_high_school_mathematics|0": {
"alias": " - high_school_mathematics",
"acc,none": 0.26296296296296295,
"acc_stderr,none": 0.02684205787383371
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.2913907284768212,
"acc_stderr,none": 0.03710185726119994
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.25462962962962965,
"acc_stderr,none": 0.02971127586000537
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.33035714285714285,
"acc_stderr,none": 0.04464285714285713
},
"harness|arc:easy|0": {
"acc,none": 0.7390572390572391,
"acc_stderr,none": 0.009011142493235974,
"acc_norm,none": 0.696969696969697,
"acc_norm_stderr,none": 0.009430140669278957,
"alias": "arc_easy"
},
"harness|boolq|0": {
"acc,none": 0.7978593272171254,
"acc_stderr,none": 0.007023968517730715,
"alias": "boolq"
},
"harness|lambada:openai|0": {
"perplexity,none": 3.262453855478333,
"perplexity_stderr,none": 0.0865842236886026,
"acc,none": 0.710071802833301,
"acc_stderr,none": 0.00632132957685722,
"alias": "lambada_openai"
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.30354957160342716,
"acc_stderr,none": 0.016095884155386847,
"alias": "truthfulqa_mc1"
},
"harness|openbookqa|0": {
"acc,none": 0.336,
"acc_stderr,none": 0.021144791425048853,
"acc_norm,none": 0.436,
"acc_norm_stderr,none": 0.0221989546414768,
"alias": "openbookqa"
},
"harness|piqa|0": {
"acc,none": 0.764417845484222,
"acc_stderr,none": 0.009901067586473909,
"acc_norm,none": 0.7725788900979326,
"acc_norm_stderr,none": 0.009779850767847263,
"alias": "piqa"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.45319051806258964,
"acc_stderr,none": 0.015638549870558044,
"alias": "truthfulqa_mc2"
},
"harness|arc:challenge|0": {
"acc,none": 0.44112627986348124,
"acc_stderr,none": 0.014509747749064663,
"acc_norm,none": 0.44197952218430037,
"acc_norm_stderr,none": 0.014512682523128343,
"alias": "arc_challenge"
}
},
"task_info": {
"model": "meta-llama/Llama-2-7b-chat-hf",
"revision": "main",
"private": false,
"params": 6.74,
"architectures": "LlamaForCausalLM",
"quant_type": null,
"precision": "16bit",
"model_params": 6.74,
"model_size": 13.48,
"weight_dtype": "float16",
"compute_dtype": "float16",
"gguf_ftype": "*Q4_0.gguf",
"hardware": "gpu",
"status": "Pending",
"submitted_time": "2024-04-27T08:04:58Z",
"model_type": "original",
"job_id": -1,
"job_start_time": null,
"scripts": "ITREX"
},
"quantization_config": null,
"versions": {
"harness|winogrande|0": 1.0,
"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|arc:easy|0": 1.0,
"harness|boolq|0": 2.0,
"harness|lambada:openai|0": 1.0,
"harness|truthfulqa:mc1|0": 2.0,
"harness|openbookqa|0": 1.0,
"harness|piqa|0": 1.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|arc:challenge|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": 1716254430.0829494,
"config": {
"model": "hf",
"model_args": "pretrained=Llama-2-7b-chat-hf,trust_remote_code=True,dtype=float16,_commit_hash=main",
"batch_size": 4,
"batch_sizes": [],
"device": "cuda",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null
}
}