{ "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": "2024-05-14-16-49-36", "total_evaluation_time_secondes": "", "model_name": "lodrick-the-lafted/Olethros-8B-AWQ", "model_sha": "", "model_dtype": "4bit", "model_size": 5.73, "model_params": 7.03, "quant_type": "AWQ", "precision": "4bit" }, "results": { "harness|lambada:openai|0": { "perplexity,none": 3.6321724591796505, "perplexity_stderr,none": 0.08008686223558481, "acc,none": 0.701533087521832, "acc_stderr,none": 0.006375059594075384, "alias": "lambada_openai" }, "harness|arc:challenge|0": { "acc,none": 0.514505119453925, "acc_stderr,none": 0.014605241081370056, "acc_norm,none": 0.5511945392491467, "acc_norm_stderr,none": 0.014534599585097664, "alias": "arc_challenge" }, "harness|hellaswag|0": { "acc,none": 0.592212706632145, "acc_stderr,none": 0.004904189257891258, "acc_norm,none": 0.7876916948814977, "acc_norm_stderr,none": 0.0040810615176529695, "alias": "hellaswag" }, "harness|winogrande|0": { "acc,none": 0.7237569060773481, "acc_stderr,none": 0.012566815015698158, "alias": "winogrande" }, "harness|arc:easy|0": { "acc,none": 0.8118686868686869, "acc_stderr,none": 0.008019395492398136, "acc_norm,none": 0.79503367003367, "acc_norm_stderr,none": 0.008283277600626403, "alias": "arc_easy" }, "harness|openbookqa|0": { "acc,none": 0.34, "acc_stderr,none": 0.021206117013673066, "acc_norm,none": 0.446, "acc_norm_stderr,none": 0.022252153078595897, "alias": "openbookqa" }, "harness|boolq|0": { "acc,none": 0.8262996941896025, "acc_stderr,none": 0.006626155556927152, "alias": "boolq" }, "harness|piqa|0": { "acc,none": 0.7883569096844396, "acc_stderr,none": 0.009530351270479404, "acc_norm,none": 0.8030467899891186, "acc_norm_stderr,none": 0.009278918898006383, "alias": "piqa" }, "harness|truthfulqa:mc1|0": { "acc,none": 0.3537331701346389, "acc_stderr,none": 0.016737814358846147, "alias": "truthfulqa_mc1" }, "harness|mmlu|0": { "acc,none": 0.6277595784076342, "acc_stderr,none": 0.0038091124373938728, "alias": "mmlu" }, "harness|mmlu_humanities|0": { "alias": " - humanities", "acc,none": 0.5564293304994686, "acc_stderr,none": 0.006610420717965531 }, "harness|mmlu_formal_logic|0": { "alias": " - formal_logic", "acc,none": 0.48412698412698413, "acc_stderr,none": 0.04469881854072606 }, "harness|mmlu_high_school_european_history|0": { "alias": " - high_school_european_history", "acc,none": 0.7272727272727273, "acc_stderr,none": 0.03477691162163659 }, "harness|mmlu_high_school_us_history|0": { "alias": " - high_school_us_history", "acc,none": 0.8382352941176471, "acc_stderr,none": 0.025845017986926913 }, "harness|mmlu_high_school_world_history|0": { "alias": " - high_school_world_history", "acc,none": 0.8354430379746836, "acc_stderr,none": 0.024135736240566946 }, "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": 0.0401910747255735 }, "harness|mmlu_logical_fallacies|0": { "alias": " - logical_fallacies", "acc,none": 0.7607361963190185, "acc_stderr,none": 0.033519538795212696 }, "harness|mmlu_moral_disputes|0": { "alias": " - moral_disputes", "acc,none": 0.7196531791907514, "acc_stderr,none": 0.024182427496577605 }, "harness|mmlu_moral_scenarios|0": { "alias": " - moral_scenarios", "acc,none": 0.24022346368715083, "acc_stderr,none": 0.014288343803925308 }, "harness|mmlu_philosophy|0": { "alias": " - philosophy", "acc,none": 0.7009646302250804, "acc_stderr,none": 0.02600330111788514 }, "harness|mmlu_prehistory|0": { "alias": " - prehistory", "acc,none": 0.7253086419753086, "acc_stderr,none": 0.024836057868294677 }, "harness|mmlu_professional_law|0": { "alias": " - professional_law", "acc,none": 0.4634941329856584, "acc_stderr,none": 0.012736153390214963 }, "harness|mmlu_world_religions|0": { "alias": " - world_religions", "acc,none": 0.8128654970760234, "acc_stderr,none": 0.029913127232368036 }, "harness|mmlu_other|0": { "alias": " - other", "acc,none": 0.7161248793047956, "acc_stderr,none": 0.007806351197124666 }, "harness|mmlu_business_ethics|0": { "alias": " - business_ethics", "acc,none": 0.68, "acc_stderr,none": 0.04688261722621505 }, "harness|mmlu_clinical_knowledge|0": { "alias": " - clinical_knowledge", "acc,none": 0.7132075471698113, "acc_stderr,none": 0.027834912527544064 }, "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": 0.048783173121456316 }, "harness|mmlu_human_aging|0": { "alias": " - human_aging", "acc,none": 0.7085201793721974, "acc_stderr,none": 0.03050028317654584 }, "harness|mmlu_management|0": { "alias": " - management", "acc,none": 0.8252427184466019, "acc_stderr,none": 0.037601780060266196 }, "harness|mmlu_marketing|0": { "alias": " - marketing", "acc,none": 0.8803418803418803, "acc_stderr,none": 0.021262719400406957 }, "harness|mmlu_medical_genetics|0": { "alias": " - medical_genetics", "acc,none": 0.81, "acc_stderr,none": 0.039427724440366206 }, "harness|mmlu_miscellaneous|0": { "alias": " - miscellaneous", "acc,none": 0.8173690932311622, "acc_stderr,none": 0.013816335389973119 }, "harness|mmlu_nutrition|0": { "alias": " - nutrition", "acc,none": 0.7320261437908496, "acc_stderr,none": 0.025360603796242564 }, "harness|mmlu_professional_accounting|0": { "alias": " - professional_accounting", "acc,none": 0.5177304964539007, "acc_stderr,none": 0.02980873964223777 }, "harness|mmlu_professional_medicine|0": { "alias": " - professional_medicine", "acc,none": 0.7132352941176471, "acc_stderr,none": 0.02747227447323382 }, "harness|mmlu_virology|0": { "alias": " - virology", "acc,none": 0.5481927710843374, "acc_stderr,none": 0.03874371556587953 }, "harness|mmlu_social_sciences|0": { "alias": " - social_sciences", "acc,none": 0.7367565810854728, "acc_stderr,none": 0.0077769085837894 }, "harness|mmlu_econometrics|0": { "alias": " - econometrics", "acc,none": 0.4824561403508772, "acc_stderr,none": 0.04700708033551038 }, "harness|mmlu_high_school_geography|0": { "alias": " - high_school_geography", "acc,none": 0.8282828282828283, "acc_stderr,none": 0.02686971618742992 }, "harness|mmlu_high_school_government_and_politics|0": { "alias": " - high_school_government_and_politics", "acc,none": 0.8549222797927462, "acc_stderr,none": 0.025416343096306457 }, "harness|mmlu_high_school_macroeconomics|0": { "alias": " - high_school_macroeconomics", "acc,none": 0.6435897435897436, "acc_stderr,none": 0.0242831405294673 }, "harness|mmlu_high_school_microeconomics|0": { "alias": " - high_school_microeconomics", "acc,none": 0.7100840336134454, "acc_stderr,none": 0.029472485833136074 }, "harness|mmlu_high_school_psychology|0": { "alias": " - high_school_psychology", "acc,none": 0.8293577981651377, "acc_stderr,none": 0.01612927102509989 }, "harness|mmlu_human_sexuality|0": { "alias": " - human_sexuality", "acc,none": 0.7404580152671756, "acc_stderr,none": 0.03844876139785271 }, "harness|mmlu_professional_psychology|0": { "alias": " - professional_psychology", "acc,none": 0.6650326797385621, "acc_stderr,none": 0.019094228167000318 }, "harness|mmlu_public_relations|0": { "alias": " - public_relations", "acc,none": 0.6909090909090909, "acc_stderr,none": 0.044262946482000985 }, "harness|mmlu_security_studies|0": { "alias": " - security_studies", "acc,none": 0.7306122448979592, "acc_stderr,none": 0.02840125202902294 }, "harness|mmlu_sociology|0": { "alias": " - sociology", "acc,none": 0.835820895522388, "acc_stderr,none": 0.02619392354445413 }, "harness|mmlu_us_foreign_policy|0": { "alias": " - us_foreign_policy", "acc,none": 0.84, "acc_stderr,none": 0.03684529491774708 }, "harness|mmlu_stem|0": { "alias": " - stem", "acc,none": 0.5407548366634951, "acc_stderr,none": 0.008584889013687409 }, "harness|mmlu_abstract_algebra|0": { "alias": " - abstract_algebra", "acc,none": 0.35, "acc_stderr,none": 0.0479372485441102 }, "harness|mmlu_anatomy|0": { "alias": " - anatomy", "acc,none": 0.6148148148148148, "acc_stderr,none": 0.042039210401562783 }, "harness|mmlu_astronomy|0": { "alias": " - astronomy", "acc,none": 0.6776315789473685, "acc_stderr,none": 0.03803510248351585 }, "harness|mmlu_college_biology|0": { "alias": " - college_biology", "acc,none": 0.7569444444444444, "acc_stderr,none": 0.03586879280080341 }, "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": 0.48, "acc_stderr,none": 0.050211673156867795 }, "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": 0.4215686274509804, "acc_stderr,none": 0.04913595201274498 }, "harness|mmlu_computer_security|0": { "alias": " - computer_security", "acc,none": 0.77, "acc_stderr,none": 0.04229525846816505 }, "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": 0.6, "acc_stderr,none": 0.04082482904638629 }, "harness|mmlu_elementary_mathematics|0": { "alias": " - elementary_mathematics", "acc,none": 0.4656084656084656, "acc_stderr,none": 0.025690321762493848 }, "harness|mmlu_high_school_biology|0": { "alias": " - high_school_biology", "acc,none": 0.7645161290322581, "acc_stderr,none": 0.024137632429337703 }, "harness|mmlu_high_school_chemistry|0": { "alias": " - high_school_chemistry", "acc,none": 0.5024630541871922, "acc_stderr,none": 0.03517945038691063 }, "harness|mmlu_high_school_computer_science|0": { "alias": " - high_school_computer_science", "acc,none": 0.68, "acc_stderr,none": 0.04688261722621504 }, "harness|mmlu_high_school_mathematics|0": { "alias": " - high_school_mathematics", "acc,none": 0.3925925925925926, "acc_stderr,none": 0.02977384701253297 }, "harness|mmlu_high_school_physics|0": { "alias": " - high_school_physics", "acc,none": 0.45695364238410596, "acc_stderr,none": 0.04067325174247443 }, "harness|mmlu_high_school_statistics|0": { "alias": " - high_school_statistics", "acc,none": 0.49074074074074076, "acc_stderr,none": 0.034093869469927006 }, "harness|mmlu_machine_learning|0": { "alias": " - machine_learning", "acc,none": 0.49107142857142855, "acc_stderr,none": 0.04745033255489123 }, "harness|truthfulqa:mc2|0": { "acc,none": 0.5153921756698849, "acc_stderr,none": 0.01493641287467341, "alias": "truthfulqa_mc2" } }, "task_info": { "model": "lodrick-the-lafted/Olethros-8B-AWQ", "revision": "main", "private": false, "params": 5.73, "architectures": "LlamaForCausalLM", "quant_type": "AWQ", "precision": "4bit", "model_params": 7.03, "model_size": 5.73, "weight_dtype": "int4", "compute_dtype": "float16", "gguf_ftype": "*Q4_0.gguf", "hardware": "gpu", "status": "Waiting", "submitted_time": "2024-05-11T18:47:40Z", "model_type": "quantization", "job_id": -1, "job_start_time": null, "scripts": "ITREX" }, "quantization_config": { "bits": 4, "group_size": 128, "modules_to_not_convert": null, "quant_method": "awq", "version": "gemm", "zero_point": true }, "versions": { "harness|lambada:openai|0": 1.0, "harness|arc:challenge|0": 1.0, "harness|hellaswag|0": 1.0, "harness|winogrande|0": 1.0, "harness|arc:easy|0": 1.0, "harness|openbookqa|0": 1.0, "harness|boolq|0": 2.0, "harness|piqa|0": 1.0, "harness|truthfulqa:mc1|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:mc2|0": 2.0 }, "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": 1715652563.2538033, "config": { "model": "hf", "model_args": "pretrained=lodrick-the-lafted/Olethros-8B-AWQ,trust_remote_code=True,dtype=float16,_commit_hash=main", "batch_size": 2, "batch_sizes": [], "device": "cuda", "use_cache": null, "limit": null, "bootstrap_iters": 100000, "gen_kwargs": null } }