{ "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": "2024-05-07-15-11-38", "total_evaluation_time_secondes": "", "model_name": "TheBloke/SOLAR-10.7B-Instruct-v1.0-GPTQ", "model_sha": "", "model_dtype": "4bit", "model_size": 5.98, "model_params": 10.57, "quant_type": "GPTQ", "precision": "4bit" }, "results": { "harness|piqa|0": { "acc,none": 0.8079434167573449, "acc_stderr,none": 0.009190740295126482, "acc_norm,none": 0.8063112078346029, "acc_norm_stderr,none": 0.009220384152336643, "alias": "piqa" }, "harness|mmlu|0": { "acc,none": 0.6274747187010398, "acc_stderr,none": 0.003850177736503787, "alias": "mmlu" }, "harness|mmlu_humanities|0": { "alias": " - humanities", "acc,none": 0.5804463336875664, "acc_stderr,none": 0.006792090451321374 }, "harness|mmlu_formal_logic|0": { "alias": " - formal_logic", "acc,none": 0.42063492063492064, "acc_stderr,none": 0.04415438226743744 }, "harness|mmlu_high_school_european_history|0": { "alias": " - high_school_european_history", "acc,none": 0.7818181818181819, "acc_stderr,none": 0.03225078108306289 }, "harness|mmlu_high_school_us_history|0": { "alias": " - high_school_us_history", "acc,none": 0.8137254901960784, "acc_stderr,none": 0.027325470966716323 }, "harness|mmlu_high_school_world_history|0": { "alias": " - high_school_world_history", "acc,none": 0.8059071729957806, "acc_stderr,none": 0.02574490253229091 }, "harness|mmlu_international_law|0": { "alias": " - international_law", "acc,none": 0.768595041322314, "acc_stderr,none": 0.038498560987940904 }, "harness|mmlu_jurisprudence|0": { "alias": " - jurisprudence", "acc,none": 0.7777777777777778, "acc_stderr,none": 0.040191074725573483 }, "harness|mmlu_logical_fallacies|0": { "alias": " - logical_fallacies", "acc,none": 0.7116564417177914, "acc_stderr,none": 0.035590395316173425 }, "harness|mmlu_moral_disputes|0": { "alias": " - moral_disputes", "acc,none": 0.7138728323699421, "acc_stderr,none": 0.02433214677913412 }, "harness|mmlu_moral_scenarios|0": { "alias": " - moral_scenarios", "acc,none": 0.3452513966480447, "acc_stderr,none": 0.015901432608930358 }, "harness|mmlu_philosophy|0": { "alias": " - philosophy", "acc,none": 0.6720257234726688, "acc_stderr,none": 0.02666441088693761 }, "harness|mmlu_prehistory|0": { "alias": " - prehistory", "acc,none": 0.7438271604938271, "acc_stderr,none": 0.024288533637726095 }, "harness|mmlu_professional_law|0": { "alias": " - professional_law", "acc,none": 0.4973924380704042, "acc_stderr,none": 0.012770062445433172 }, "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": 0.7122626327647248, "acc_stderr,none": 0.00782546582386488 }, "harness|mmlu_business_ethics|0": { "alias": " - business_ethics", "acc,none": 0.63, "acc_stderr,none": 0.048523658709390974 }, "harness|mmlu_clinical_knowledge|0": { "alias": " - clinical_knowledge", "acc,none": 0.7094339622641509, "acc_stderr,none": 0.02794321998933713 }, "harness|mmlu_college_medicine|0": { "alias": " - college_medicine", "acc,none": 0.6589595375722543, "acc_stderr,none": 0.036146654241808254 }, "harness|mmlu_global_facts|0": { "alias": " - global_facts", "acc,none": 0.38, "acc_stderr,none": 0.04878317312145633 }, "harness|mmlu_human_aging|0": { "alias": " - human_aging", "acc,none": 0.6860986547085202, "acc_stderr,none": 0.031146796482972465 }, "harness|mmlu_management|0": { "alias": " - management", "acc,none": 0.8058252427184466, "acc_stderr,none": 0.039166677628225836 }, "harness|mmlu_marketing|0": { "alias": " - marketing", "acc,none": 0.8846153846153846, "acc_stderr,none": 0.020930193185179333 }, "harness|mmlu_medical_genetics|0": { "alias": " - medical_genetics", "acc,none": 0.74, "acc_stderr,none": 0.04408440022768078 }, "harness|mmlu_miscellaneous|0": { "alias": " - miscellaneous", "acc,none": 0.8250319284802043, "acc_stderr,none": 0.01358661921990334 }, "harness|mmlu_nutrition|0": { "alias": " - nutrition", "acc,none": 0.696078431372549, "acc_stderr,none": 0.026336613469046647 }, "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": 0.7463235294117647, "acc_stderr,none": 0.02643132987078952 }, "harness|mmlu_virology|0": { "alias": " - virology", "acc,none": 0.536144578313253, "acc_stderr,none": 0.03882310850890593 }, "harness|mmlu_social_sciences|0": { "alias": " - social_sciences", "acc,none": 0.7237569060773481, "acc_stderr,none": 0.007880951300681182 }, "harness|mmlu_econometrics|0": { "alias": " - econometrics", "acc,none": 0.49122807017543857, "acc_stderr,none": 0.04702880432049615 }, "harness|mmlu_high_school_geography|0": { "alias": " - high_school_geography", "acc,none": 0.803030303030303, "acc_stderr,none": 0.02833560973246336 }, "harness|mmlu_high_school_government_and_politics|0": { "alias": " - high_school_government_and_politics", "acc,none": 0.8756476683937824, "acc_stderr,none": 0.02381447708659355 }, "harness|mmlu_high_school_macroeconomics|0": { "alias": " - high_school_macroeconomics", "acc,none": 0.6282051282051282, "acc_stderr,none": 0.024503472557110932 }, "harness|mmlu_high_school_microeconomics|0": { "alias": " - high_school_microeconomics", "acc,none": 0.6680672268907563, "acc_stderr,none": 0.030588697013783642 }, "harness|mmlu_high_school_psychology|0": { "alias": " - high_school_psychology", "acc,none": 0.8201834862385321, "acc_stderr,none": 0.016465345467391545 }, "harness|mmlu_human_sexuality|0": { "alias": " - human_sexuality", "acc,none": 0.7175572519083969, "acc_stderr,none": 0.03948406125768361 }, "harness|mmlu_professional_psychology|0": { "alias": " - professional_psychology", "acc,none": 0.6535947712418301, "acc_stderr,none": 0.019249785691717203 }, "harness|mmlu_public_relations|0": { "alias": " - public_relations", "acc,none": 0.6454545454545455, "acc_stderr,none": 0.04582004841505417 }, "harness|mmlu_security_studies|0": { "alias": " - security_studies", "acc,none": 0.7061224489795919, "acc_stderr,none": 0.029162738410249762 }, "harness|mmlu_sociology|0": { "alias": " - sociology", "acc,none": 0.8308457711442786, "acc_stderr,none": 0.026508590656233257 }, "harness|mmlu_us_foreign_policy|0": { "alias": " - us_foreign_policy", "acc,none": 0.87, "acc_stderr,none": 0.03379976689896309 }, "harness|mmlu_stem|0": { "alias": " - stem", "acc,none": 0.520139549635268, "acc_stderr,none": 0.008524961863333031 }, "harness|mmlu_abstract_algebra|0": { "alias": " - abstract_algebra", "acc,none": 0.34, "acc_stderr,none": 0.04760952285695235 }, "harness|mmlu_anatomy|0": { "alias": " - anatomy", "acc,none": 0.6148148148148148, "acc_stderr,none": 0.042039210401562783 }, "harness|mmlu_astronomy|0": { "alias": " - astronomy", "acc,none": 0.7105263157894737, "acc_stderr,none": 0.036906779861372814 }, "harness|mmlu_college_biology|0": { "alias": " - college_biology", "acc,none": 0.7430555555555556, "acc_stderr,none": 0.03653946969442099 }, "harness|mmlu_college_chemistry|0": { "alias": " - college_chemistry", "acc,none": 0.41, "acc_stderr,none": 0.049431107042371025 }, "harness|mmlu_college_computer_science|0": { "alias": " - college_computer_science", "acc,none": 0.49, "acc_stderr,none": 0.05024183937956911 }, "harness|mmlu_college_mathematics|0": { "alias": " - college_mathematics", "acc,none": 0.33, "acc_stderr,none": 0.047258156262526045 }, "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": 0.68, "acc_stderr,none": 0.046882617226215034 }, "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": 0.5379310344827586, "acc_stderr,none": 0.04154659671707548 }, "harness|mmlu_elementary_mathematics|0": { "alias": " - elementary_mathematics", "acc,none": 0.41005291005291006, "acc_stderr,none": 0.025331202438944437 }, "harness|mmlu_high_school_biology|0": { "alias": " - high_school_biology", "acc,none": 0.7677419354838709, "acc_stderr,none": 0.02402225613030824 }, "harness|mmlu_high_school_chemistry|0": { "alias": " - high_school_chemistry", "acc,none": 0.4630541871921182, "acc_stderr,none": 0.035083705204426656 }, "harness|mmlu_high_school_computer_science|0": { "alias": " - high_school_computer_science", "acc,none": 0.65, "acc_stderr,none": 0.047937248544110196 }, "harness|mmlu_high_school_mathematics|0": { "alias": " - high_school_mathematics", "acc,none": 0.3333333333333333, "acc_stderr,none": 0.028742040903948482 }, "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": 0.5416666666666666, "acc_stderr,none": 0.03398110890294636 }, "harness|mmlu_machine_learning|0": { "alias": " - machine_learning", "acc,none": 0.48214285714285715, "acc_stderr,none": 0.047427623612430116 }, "harness|lambada:openai|0": { "perplexity,none": 3.1608315965568927, "perplexity_stderr,none": 0.07289151576789415, "acc,none": 0.7294779739957307, "acc_stderr,none": 0.006188985712381461, "alias": "lambada_openai" }, "harness|truthfulqa:mc2|0": { "acc,none": 0.7074062163257564, "acc_stderr,none": 0.015118268786707145, "alias": "truthfulqa_mc2" }, "harness|openbookqa|0": { "acc,none": 0.352, "acc_stderr,none": 0.021380042385946044, "acc_norm,none": 0.478, "acc_norm_stderr,none": 0.022361396739207867, "alias": "openbookqa" }, "harness|boolq|0": { "acc,none": 0.8788990825688073, "acc_stderr,none": 0.005706052483368355, "alias": "boolq" }, "harness|truthfulqa:mc1|0": { "acc,none": 0.5618115055079559, "acc_stderr,none": 0.01736923616440442, "alias": "truthfulqa_mc1" }, "harness|hellaswag|0": { "acc,none": 0.676458872734515, "acc_stderr,none": 0.004668710689192406, "acc_norm,none": 0.858195578570006, "acc_norm_stderr,none": 0.003481364840771094, "alias": "hellaswag" }, "harness|arc:challenge|0": { "acc,none": 0.6092150170648464, "acc_stderr,none": 0.014258563880513778, "acc_norm,none": 0.6322525597269625, "acc_norm_stderr,none": 0.014090995618168478, "alias": "arc_challenge" }, "harness|arc:easy|0": { "acc,none": 0.8333333333333334, "acc_stderr,none": 0.007647191129018639, "acc_norm,none": 0.8080808080808081, "acc_norm_stderr,none": 0.00808080808080797, "alias": "arc_easy" }, "harness|winogrande|0": { "acc,none": 0.7537490134175217, "acc_stderr,none": 0.012108365307437509, "alias": "winogrande" } }, "task_info": { "model": "TheBloke/SOLAR-10.7B-Instruct-v1.0-GPTQ", "revision": "main", "private": false, "params": 6.668, "architectures": "LlamaForCausalLM", "quant_type": "GPTQ", "precision": "4bit", "model_params": 13.336, "model_size": 6.668, "weight_dtype": "int4", "compute_dtype": "float16", "gguf_ftype": "*Q4_0.gguf", "hardware": "gpu", "status": "Pending", "submitted_time": "2024-05-07T04:22:25Z", "model_type": "quantization", "job_id": -1, "job_start_time": null, "scripts": "ITREX" }, "quantization_config": { "bits": 4, "group_size": 128, "damp_percent": 0.1, "desc_act": true, "sym": true, "true_sequential": true, "model_name_or_path": null, "model_file_base_name": "model", "quant_method": "gptq" }, "versions": { "harness|piqa|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|lambada:openai|0": 1.0, "harness|truthfulqa:mc2|0": 2.0, "harness|openbookqa|0": 1.0, "harness|boolq|0": 2.0, "harness|truthfulqa:mc1|0": 2.0, "harness|hellaswag|0": 1.0, "harness|arc:challenge|0": 1.0, "harness|arc:easy|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": 1715055897.2560651, "config": { "model": "hf", "model_args": "pretrained=TheBloke/SOLAR-10.7B-Instruct-v1.0-GPTQ,trust_remote_code=True,dtype=float16,_commit_hash=main", "batch_size": 1, "batch_sizes": [], "device": "cuda", "use_cache": null, "limit": null, "bootstrap_iters": 100000, "gen_kwargs": null } }