{ "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": "2024-05-02-00-07-14", "total_evaluation_time_secondes": "", "model_name": "TechxGenus/gemma-7b-GPTQ", "model_sha": "", "model_dtype": "4bit", "model_size": 7.18, "model_params": 7.82, "quant_type": "GPTQ", "precision": "4bit" }, "results": { "harness|lambada:openai|0": { "perplexity,none": 5.932209341148522, "perplexity_stderr,none": 0.1341079006392553, "acc,none": 0.5761692218125364, "acc_stderr,none": 0.006884673454916892, "alias": "lambada_openai" }, "harness|boolq|0": { "acc,none": 0.8027522935779816, "acc_stderr,none": 0.006959680427057393, "alias": "boolq" }, "harness|openbookqa|0": { "acc,none": 0.308, "acc_stderr,none": 0.0206670329874661, "acc_norm,none": 0.422, "acc_norm_stderr,none": 0.022109039310618552, "alias": "openbookqa" }, "harness|piqa|0": { "acc,none": 0.7834602829162133, "acc_stderr,none": 0.00960998471438461, "acc_norm,none": 0.794885745375408, "acc_norm_stderr,none": 0.009420971671017915, "alias": "piqa" }, "harness|truthfulqa:mc1|0": { "acc,none": 0.2729498164014688, "acc_stderr,none": 0.015594753632006525, "alias": "truthfulqa_mc1" }, "harness|mmlu|0": { "acc,none": 0.5710724967953283, "acc_stderr,none": 0.003966391569739342, "alias": "mmlu" }, "harness|mmlu_humanities|0": { "alias": " - humanities", "acc,none": 0.4973432518597237, "acc_stderr,none": 0.0068655705992840856 }, "harness|mmlu_formal_logic|0": { "alias": " - formal_logic", "acc,none": 0.38095238095238093, "acc_stderr,none": 0.043435254289490965 }, "harness|mmlu_high_school_european_history|0": { "alias": " - high_school_european_history", "acc,none": 0.6303030303030303, "acc_stderr,none": 0.03769430314512567 }, "harness|mmlu_high_school_us_history|0": { "alias": " - high_school_us_history", "acc,none": 0.7303921568627451, "acc_stderr,none": 0.03114557065948678 }, "harness|mmlu_high_school_world_history|0": { "alias": " - high_school_world_history", "acc,none": 0.7046413502109705, "acc_stderr,none": 0.029696338713422882 }, "harness|mmlu_international_law|0": { "alias": " - international_law", "acc,none": 0.71900826446281, "acc_stderr,none": 0.04103203830514512 }, "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": 0.6380368098159509, "acc_stderr,none": 0.037757007291414416 }, "harness|mmlu_moral_disputes|0": { "alias": " - moral_disputes", "acc,none": 0.5751445086705202, "acc_stderr,none": 0.026613350840261746 }, "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": 0.6463022508038585, "acc_stderr,none": 0.027155208103200875 }, "harness|mmlu_prehistory|0": { "alias": " - prehistory", "acc,none": 0.6604938271604939, "acc_stderr,none": 0.026348564412011638 }, "harness|mmlu_professional_law|0": { "alias": " - professional_law", "acc,none": 0.4230769230769231, "acc_stderr,none": 0.01261820406658839 }, "harness|mmlu_world_religions|0": { "alias": " - world_religions", "acc,none": 0.7953216374269005, "acc_stderr,none": 0.030944459778533204 }, "harness|mmlu_other|0": { "alias": " - other", "acc,none": 0.6523978113936273, "acc_stderr,none": 0.008314718279747594 }, "harness|mmlu_business_ethics|0": { "alias": " - business_ethics", "acc,none": 0.61, "acc_stderr,none": 0.04902071300001974 }, "harness|mmlu_clinical_knowledge|0": { "alias": " - clinical_knowledge", "acc,none": 0.6641509433962264, "acc_stderr,none": 0.029067220146644823 }, "harness|mmlu_college_medicine|0": { "alias": " - college_medicine", "acc,none": 0.5722543352601156, "acc_stderr,none": 0.03772446857518026 }, "harness|mmlu_global_facts|0": { "alias": " - global_facts", "acc,none": 0.37, "acc_stderr,none": 0.04852365870939099 }, "harness|mmlu_human_aging|0": { "alias": " - human_aging", "acc,none": 0.6636771300448431, "acc_stderr,none": 0.031708824268455 }, "harness|mmlu_management|0": { "alias": " - management", "acc,none": 0.8349514563106796, "acc_stderr,none": 0.036756688322331886 }, "harness|mmlu_marketing|0": { "alias": " - marketing", "acc,none": 0.7905982905982906, "acc_stderr,none": 0.026655699653922737 }, "harness|mmlu_medical_genetics|0": { "alias": " - medical_genetics", "acc,none": 0.61, "acc_stderr,none": 0.04902071300001975 }, "harness|mmlu_miscellaneous|0": { "alias": " - miscellaneous", "acc,none": 0.7484035759897829, "acc_stderr,none": 0.015517322365529617 }, "harness|mmlu_nutrition|0": { "alias": " - nutrition", "acc,none": 0.6830065359477124, "acc_stderr,none": 0.026643278474508755 }, "harness|mmlu_professional_accounting|0": { "alias": " - professional_accounting", "acc,none": 0.46808510638297873, "acc_stderr,none": 0.029766675075873866 }, "harness|mmlu_professional_medicine|0": { "alias": " - professional_medicine", "acc,none": 0.6176470588235294, "acc_stderr,none": 0.029520095697687754 }, "harness|mmlu_virology|0": { "alias": " - virology", "acc,none": 0.4759036144578313, "acc_stderr,none": 0.03887971849597264 }, "harness|mmlu_social_sciences|0": { "alias": " - social_sciences", "acc,none": 0.6626584335391615, "acc_stderr,none": 0.008305114704313213 }, "harness|mmlu_econometrics|0": { "alias": " - econometrics", "acc,none": 0.35964912280701755, "acc_stderr,none": 0.04514496132873632 }, "harness|mmlu_high_school_geography|0": { "alias": " - high_school_geography", "acc,none": 0.7272727272727273, "acc_stderr,none": 0.03173071239071724 }, "harness|mmlu_high_school_government_and_politics|0": { "alias": " - high_school_government_and_politics", "acc,none": 0.7979274611398963, "acc_stderr,none": 0.02897908979429673 }, "harness|mmlu_high_school_macroeconomics|0": { "alias": " - high_school_macroeconomics", "acc,none": 0.5820512820512821, "acc_stderr,none": 0.02500732988246122 }, "harness|mmlu_high_school_microeconomics|0": { "alias": " - high_school_microeconomics", "acc,none": 0.6302521008403361, "acc_stderr,none": 0.03135709599613591 }, "harness|mmlu_high_school_psychology|0": { "alias": " - high_school_psychology", "acc,none": 0.7834862385321101, "acc_stderr,none": 0.01765871059444313 }, "harness|mmlu_human_sexuality|0": { "alias": " - human_sexuality", "acc,none": 0.6183206106870229, "acc_stderr,none": 0.0426073515764456 }, "harness|mmlu_professional_psychology|0": { "alias": " - professional_psychology", "acc,none": 0.5669934640522876, "acc_stderr,none": 0.020045442473324227 }, "harness|mmlu_public_relations|0": { "alias": " - public_relations", "acc,none": 0.5727272727272728, "acc_stderr,none": 0.04738198703545483 }, "harness|mmlu_security_studies|0": { "alias": " - security_studies", "acc,none": 0.6816326530612244, "acc_stderr,none": 0.029822533793982066 }, "harness|mmlu_sociology|0": { "alias": " - sociology", "acc,none": 0.7910447761194029, "acc_stderr,none": 0.028748298931728658 }, "harness|mmlu_us_foreign_policy|0": { "alias": " - us_foreign_policy", "acc,none": 0.79, "acc_stderr,none": 0.040936018074033256 }, "harness|mmlu_stem|0": { "alias": " - stem", "acc,none": 0.5115762765620044, "acc_stderr,none": 0.008616921534276603 }, "harness|mmlu_abstract_algebra|0": { "alias": " - abstract_algebra", "acc,none": 0.33, "acc_stderr,none": 0.047258156262526045 }, "harness|mmlu_anatomy|0": { "alias": " - anatomy", "acc,none": 0.5481481481481482, "acc_stderr,none": 0.04299268905480864 }, "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": 0.7430555555555556, "acc_stderr,none": 0.03653946969442099 }, "harness|mmlu_college_chemistry|0": { "alias": " - college_chemistry", "acc,none": 0.45, "acc_stderr,none": 0.05 }, "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": 0.37, "acc_stderr,none": 0.048523658709391 }, "harness|mmlu_college_physics|0": { "alias": " - college_physics", "acc,none": 0.3431372549019608, "acc_stderr,none": 0.04724007352383889 }, "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": 0.5617021276595745, "acc_stderr,none": 0.03243618636108101 }, "harness|mmlu_electrical_engineering|0": { "alias": " - electrical_engineering", "acc,none": 0.5517241379310345, "acc_stderr,none": 0.041443118108781526 }, "harness|mmlu_elementary_mathematics|0": { "alias": " - elementary_mathematics", "acc,none": 0.4074074074074074, "acc_stderr,none": 0.025305906241590632 }, "harness|mmlu_high_school_biology|0": { "alias": " - high_school_biology", "acc,none": 0.7419354838709677, "acc_stderr,none": 0.02489246917246283 }, "harness|mmlu_high_school_chemistry|0": { "alias": " - high_school_chemistry", "acc,none": 0.5123152709359606, "acc_stderr,none": 0.035169204442208966 }, "harness|mmlu_high_school_computer_science|0": { "alias": " - high_school_computer_science", "acc,none": 0.55, "acc_stderr,none": 0.04999999999999999 }, "harness|mmlu_high_school_mathematics|0": { "alias": " - high_school_mathematics", "acc,none": 0.34814814814814815, "acc_stderr,none": 0.029045600290616258 }, "harness|mmlu_high_school_physics|0": { "alias": " - high_school_physics", "acc,none": 0.40397350993377484, "acc_stderr,none": 0.040064856853653415 }, "harness|mmlu_high_school_statistics|0": { "alias": " - high_school_statistics", "acc,none": 0.5462962962962963, "acc_stderr,none": 0.033953227263757976 }, "harness|mmlu_machine_learning|0": { "alias": " - machine_learning", "acc,none": 0.38392857142857145, "acc_stderr,none": 0.04616143075028547 }, "harness|winogrande|0": { "acc,none": 0.7269139700078927, "acc_stderr,none": 0.012522020105869457, "alias": "winogrande" }, "harness|hellaswag|0": { "acc,none": 0.5654252141007767, "acc_stderr,none": 0.004946879874422689, "acc_norm,none": 0.7689703246365266, "acc_norm_stderr,none": 0.004206299481687509, "alias": "hellaswag" }, "harness|arc:challenge|0": { "acc,none": 0.48464163822525597, "acc_stderr,none": 0.014604496129394911, "acc_norm,none": 0.5093856655290102, "acc_norm_stderr,none": 0.014608816322065003, "alias": "arc_challenge" }, "harness|arc:easy|0": { "acc,none": 0.7946127946127947, "acc_stderr,none": 0.008289582587432945, "acc_norm,none": 0.7714646464646465, "acc_norm_stderr,none": 0.008615944722488483, "alias": "arc_easy" }, "harness|truthfulqa:mc2|0": { "acc,none": 0.4114860662572397, "acc_stderr,none": 0.013981988649185982, "alias": "truthfulqa_mc2" } }, "task_info": { "model": "TechxGenus/gemma-7b-GPTQ", "revision": "main", "private": false, "params": 10.452, "architectures": "GemmaForCausalLM", "quant_type": "GPTQ", "precision": "4bit", "model_params": 20.904, "model_size": 10.452, "weight_dtype": "int4", "compute_dtype": "float16", "gguf_ftype": "*Q4_0.gguf", "hardware": "gpu", "status": "Pending", "submitted_time": "2024-05-01T07:38:56Z", "model_type": "quantization", "job_id": -1, "job_start_time": null, "scripts": "ITREX" }, "quantization_config": { "bits": 4, "damp_percent": 0.01, "desc_act": false, "group_size": 128, "is_marlin_format": false, "model_file_base_name": null, "model_name_or_path": null, "quant_method": "gptq", "static_groups": false, "sym": true, "true_sequential": true }, "versions": { "harness|lambada:openai|0": 1.0, "harness|boolq|0": 2.0, "harness|openbookqa|0": 1.0, "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|winogrande|0": 1.0, "harness|hellaswag|0": 1.0, "harness|arc:challenge|0": 1.0, "harness|arc:easy|0": 1.0, "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": 1714574230.2024841, "config": { "model": "hf", "model_args": "pretrained=TechxGenus/gemma-7b-GPTQ,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 } }