ld_results / google /results_2024-05-18-14-39-54_gemma-7b.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": "google/gemma-7b",
"model_sha": "",
"model_dtype": "16bit",
"model_size": 17.08,
"model_params": 8.54,
"quant_type": null,
"precision": "16bit"
},
"results": {
"harness|mmlu|0": {
"acc,none": 0.6199259364762855,
"acc_stderr,none": 0.003832381421427788,
"alias": "mmlu"
},
"harness|mmlu_humanities|0": {
"alias": " - humanities",
"acc,none": 0.5543039319872476,
"acc_stderr,none": 0.006643997514441502
},
"harness|mmlu_formal_logic|0": {
"alias": " - formal_logic",
"acc,none": 0.46825396825396826,
"acc_stderr,none": 0.04463112720677173
},
"harness|mmlu_high_school_european_history|0": {
"alias": " - high_school_european_history",
"acc,none": 0.7515151515151515,
"acc_stderr,none": 0.033744026441394036
},
"harness|mmlu_high_school_us_history|0": {
"alias": " - high_school_us_history",
"acc,none": 0.7647058823529411,
"acc_stderr,none": 0.029771775228145635
},
"harness|mmlu_high_school_world_history|0": {
"alias": " - high_school_world_history",
"acc,none": 0.810126582278481,
"acc_stderr,none": 0.025530100460233504
},
"harness|mmlu_international_law|0": {
"alias": " - international_law",
"acc,none": 0.7933884297520661,
"acc_stderr,none": 0.03695980128098824
},
"harness|mmlu_jurisprudence|0": {
"alias": " - jurisprudence",
"acc,none": 0.7407407407407407,
"acc_stderr,none": 0.04236511258094632
},
"harness|mmlu_logical_fallacies|0": {
"alias": " - logical_fallacies",
"acc,none": 0.7423312883435583,
"acc_stderr,none": 0.03436150827846917
},
"harness|mmlu_moral_disputes|0": {
"alias": " - moral_disputes",
"acc,none": 0.6965317919075145,
"acc_stderr,none": 0.024752411960917205
},
"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": 0.7234726688102894,
"acc_stderr,none": 0.025403832978179615
},
"harness|mmlu_prehistory|0": {
"alias": " - prehistory",
"acc,none": 0.7345679012345679,
"acc_stderr,none": 0.02456922360046085
},
"harness|mmlu_professional_law|0": {
"alias": " - professional_law",
"acc,none": 0.4661016949152542,
"acc_stderr,none": 0.012740853872949834
},
"harness|mmlu_world_religions|0": {
"alias": " - world_religions",
"acc,none": 0.8421052631578947,
"acc_stderr,none": 0.027966785859160872
},
"harness|mmlu_other|0": {
"alias": " - other",
"acc,none": 0.6997103315094947,
"acc_stderr,none": 0.007925287337497432
},
"harness|mmlu_business_ethics|0": {
"alias": " - business_ethics",
"acc,none": 0.62,
"acc_stderr,none": 0.048783173121456316
},
"harness|mmlu_clinical_knowledge|0": {
"alias": " - clinical_knowledge",
"acc,none": 0.6981132075471698,
"acc_stderr,none": 0.028254200344438665
},
"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": 0.38,
"acc_stderr,none": 0.04878317312145632
},
"harness|mmlu_human_aging|0": {
"alias": " - human_aging",
"acc,none": 0.695067264573991,
"acc_stderr,none": 0.030898610882477515
},
"harness|mmlu_management|0": {
"alias": " - management",
"acc,none": 0.8737864077669902,
"acc_stderr,none": 0.03288180278808628
},
"harness|mmlu_marketing|0": {
"alias": " - marketing",
"acc,none": 0.8803418803418803,
"acc_stderr,none": 0.02126271940040697
},
"harness|mmlu_medical_genetics|0": {
"alias": " - medical_genetics",
"acc,none": 0.71,
"acc_stderr,none": 0.045604802157206845
},
"harness|mmlu_miscellaneous|0": {
"alias": " - miscellaneous",
"acc,none": 0.8148148148148148,
"acc_stderr,none": 0.013890862162876166
},
"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": 0.5212765957446809,
"acc_stderr,none": 0.029800481645628693
},
"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": 0.5060240963855421,
"acc_stderr,none": 0.03892212195333045
},
"harness|mmlu_social_sciences|0": {
"alias": " - social_sciences",
"acc,none": 0.7185570360740982,
"acc_stderr,none": 0.007944110221899323
},
"harness|mmlu_econometrics|0": {
"alias": " - econometrics",
"acc,none": 0.45614035087719296,
"acc_stderr,none": 0.046854730419077895
},
"harness|mmlu_high_school_geography|0": {
"alias": " - high_school_geography",
"acc,none": 0.803030303030303,
"acc_stderr,none": 0.028335609732463355
},
"harness|mmlu_high_school_government_and_politics|0": {
"alias": " - high_school_government_and_politics",
"acc,none": 0.8393782383419689,
"acc_stderr,none": 0.026499057701397453
},
"harness|mmlu_high_school_macroeconomics|0": {
"alias": " - high_school_macroeconomics",
"acc,none": 0.6307692307692307,
"acc_stderr,none": 0.024468615241478912
},
"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": 0.8110091743119267,
"acc_stderr,none": 0.016785481159203627
},
"harness|mmlu_human_sexuality|0": {
"alias": " - human_sexuality",
"acc,none": 0.7557251908396947,
"acc_stderr,none": 0.03768335959728745
},
"harness|mmlu_professional_psychology|0": {
"alias": " - professional_psychology",
"acc,none": 0.6584967320261438,
"acc_stderr,none": 0.019184639328092487
},
"harness|mmlu_public_relations|0": {
"alias": " - public_relations",
"acc,none": 0.6181818181818182,
"acc_stderr,none": 0.04653429807913508
},
"harness|mmlu_security_studies|0": {
"alias": " - security_studies",
"acc,none": 0.7346938775510204,
"acc_stderr,none": 0.02826388994378462
},
"harness|mmlu_sociology|0": {
"alias": " - sociology",
"acc,none": 0.7761194029850746,
"acc_stderr,none": 0.029475250236017193
},
"harness|mmlu_us_foreign_policy|0": {
"alias": " - us_foreign_policy",
"acc,none": 0.87,
"acc_stderr,none": 0.033799766898963086
},
"harness|mmlu_stem|0": {
"alias": " - stem",
"acc,none": 0.5429749444973041,
"acc_stderr,none": 0.00848031767805221
},
"harness|mmlu_abstract_algebra|0": {
"alias": " - abstract_algebra",
"acc,none": 0.25,
"acc_stderr,none": 0.04351941398892446
},
"harness|mmlu_anatomy|0": {
"alias": " - anatomy",
"acc,none": 0.5777777777777777,
"acc_stderr,none": 0.04266763404099582
},
"harness|mmlu_astronomy|0": {
"alias": " - astronomy",
"acc,none": 0.756578947368421,
"acc_stderr,none": 0.034923496688842384
},
"harness|mmlu_college_biology|0": {
"alias": " - college_biology",
"acc,none": 0.7916666666666666,
"acc_stderr,none": 0.033961162058453336
},
"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": 0.55,
"acc_stderr,none": 0.04999999999999999
},
"harness|mmlu_college_mathematics|0": {
"alias": " - college_mathematics",
"acc,none": 0.34,
"acc_stderr,none": 0.04760952285695236
},
"harness|mmlu_college_physics|0": {
"alias": " - college_physics",
"acc,none": 0.43137254901960786,
"acc_stderr,none": 0.04928099597287534
},
"harness|mmlu_computer_security|0": {
"alias": " - computer_security",
"acc,none": 0.69,
"acc_stderr,none": 0.04648231987117316
},
"harness|mmlu_conceptual_physics|0": {
"alias": " - conceptual_physics",
"acc,none": 0.5872340425531914,
"acc_stderr,none": 0.03218471141400351
},
"harness|mmlu_electrical_engineering|0": {
"alias": " - electrical_engineering",
"acc,none": 0.6,
"acc_stderr,none": 0.040824829046386284
},
"harness|mmlu_elementary_mathematics|0": {
"alias": " - elementary_mathematics",
"acc,none": 0.4497354497354497,
"acc_stderr,none": 0.025620857042936648
},
"harness|mmlu_high_school_biology|0": {
"alias": " - high_school_biology",
"acc,none": 0.7741935483870968,
"acc_stderr,none": 0.023785577884181012
},
"harness|mmlu_high_school_chemistry|0": {
"alias": " - high_school_chemistry",
"acc,none": 0.5467980295566502,
"acc_stderr,none": 0.035025446508458714
},
"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": 0.32222222222222224,
"acc_stderr,none": 0.028493465091028597
},
"harness|mmlu_high_school_physics|0": {
"alias": " - high_school_physics",
"acc,none": 0.3841059602649007,
"acc_stderr,none": 0.03971301814719198
},
"harness|mmlu_high_school_statistics|0": {
"alias": " - high_school_statistics",
"acc,none": 0.5694444444444444,
"acc_stderr,none": 0.03376922151252336
},
"harness|mmlu_machine_learning|0": {
"alias": " - machine_learning",
"acc,none": 0.4642857142857143,
"acc_stderr,none": 0.04733667890053755
},
"harness|truthfulqa:mc1|0": {
"acc,none": 0.31211750305997554,
"acc_stderr,none": 0.016220756769520946,
"alias": "truthfulqa_mc1"
},
"harness|openbookqa|0": {
"acc,none": 0.322,
"acc_stderr,none": 0.020916668330019882,
"acc_norm,none": 0.44,
"acc_norm_stderr,none": 0.02222133153414306,
"alias": "openbookqa"
},
"harness|piqa|0": {
"acc,none": 0.8014145810663765,
"acc_stderr,none": 0.009307814521717864,
"acc_norm,none": 0.8215451577801959,
"acc_norm_stderr,none": 0.008933575463062074,
"alias": "piqa"
},
"harness|winogrande|0": {
"acc,none": 0.7505919494869772,
"acc_stderr,none": 0.012160189196930685,
"alias": "winogrande"
},
"harness|arc:easy|0": {
"acc,none": 0.8253367003367004,
"acc_stderr,none": 0.007790845678413371,
"acc_norm,none": 0.8118686868686869,
"acc_norm_stderr,none": 0.008019395492398136,
"alias": "arc_easy"
},
"harness|boolq|0": {
"acc,none": 0.8339449541284404,
"acc_stderr,none": 0.006508595338469726,
"alias": "boolq"
},
"harness|hellaswag|0": {
"acc,none": 0.6058554072893846,
"acc_stderr,none": 0.004876674814874686,
"acc_norm,none": 0.808603863772157,
"acc_norm_stderr,none": 0.003925961222839846,
"alias": "hellaswag"
},
"harness|truthfulqa:mc2|0": {
"acc,none": 0.449533098008656,
"acc_stderr,none": 0.01466914497705992,
"alias": "truthfulqa_mc2"
},
"harness|arc:challenge|0": {
"acc,none": 0.4991467576791809,
"acc_stderr,none": 0.014611369529813283,
"acc_norm,none": 0.537542662116041,
"acc_norm_stderr,none": 0.014570144495075581,
"alias": "arc_challenge"
},
"harness|lambada:openai|0": {
"perplexity,none": 3.3526447901683145,
"perplexity_stderr,none": 0.06471519419298942,
"acc,none": 0.7316126528235979,
"acc_stderr,none": 0.006173531884910562,
"alias": "lambada_openai"
}
},
"task_info": {
"model": "google/gemma-7b",
"revision": "main",
"private": false,
"params": 8.54,
"architectures": "GemmaForCausalLM",
"quant_type": null,
"precision": "16bit",
"model_params": 8.54,
"model_size": 17.08,
"weight_dtype": "bfloat16",
"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|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|openbookqa|0": 1.0,
"harness|piqa|0": 1.0,
"harness|winogrande|0": 1.0,
"harness|arc:easy|0": 1.0,
"harness|boolq|0": 2.0,
"harness|hellaswag|0": 1.0,
"harness|truthfulqa:mc2|0": 2.0,
"harness|arc:challenge|0": 1.0,
"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": 1716012437.9040594,
"config": {
"model": "hf",
"model_args": "pretrained=gemma-7b,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
}
}