{ "config_general": { "lighteval_sha": "no", "num_few_shot_default": null, "num_fewshot_seeds": null, "override_batch_size": null, "max_samples": null, "job_id": -1, "start_time": null, "end_time": "2024-04-27-23-05-56", "total_evaluation_time_secondes": "", "model_name": "TheBloke/Llama-2-7B-Chat-GGUF", "model_sha": "", "model_dtype": "4bit", "model_size": 3.825065984, "model_params": 6.738415616, "quant_type": "llama.cpp", "precision": "4bit" }, "results": { "harness|truthfulqa:mc1|0": { "acc,none": 0.29865361077111385, "acc_stderr,none": 0.016021570613768542, "alias": "truthfulqa_mc1" }, "harness|lambada:openai|0": { "perplexity,none": 4.835081603467283, "perplexity_stderr,none": 0.15195496196061345, "acc,none": 0.4865127110421114, "acc_stderr,none": 0.006963442876327696, "alias": "lambada_openai" }, "harness|arc:challenge|0": { "acc,none": 0.42662116040955633, "acc_stderr,none": 0.014453185592920293, "acc_norm,none": 0.4325938566552901, "acc_norm_stderr,none": 0.014478005694182526, "alias": "arc_challenge" }, "harness|openbookqa|0": { "acc,none": 0.31, "acc_stderr,none": 0.02070404102172479, "acc_norm,none": 0.434, "acc_norm_stderr,none": 0.022187215803029008, "alias": "openbookqa" }, "harness|hellaswag|0": { "acc,none": 0.5728938458474407, "acc_stderr,none": 0.004936470085238477, "acc_norm,none": 0.7499502091216889, "acc_norm_stderr,none": 0.004321564303822491, "alias": "hellaswag" }, "harness|boolq|0": { "acc,none": 0.8024464831804281, "acc_stderr,none": 0.006963746631628736, "alias": "boolq" }, "harness|mmlu|0": { "acc,none": 0.4325594644637516, "acc_stderr,none": 0.00404401665456216, "alias": "mmlu" }, "harness|mmlu_humanities|0": { "alias": " - humanities", "acc,none": 0.3895855472901169, "acc_stderr,none": 0.006936149839962311 }, "harness|mmlu_formal_logic|0": { "alias": " - formal_logic", "acc,none": 0.20634920634920634, "acc_stderr,none": 0.03619604524124252 }, "harness|mmlu_high_school_european_history|0": { "alias": " - high_school_european_history", "acc,none": 0.3878787878787879, "acc_stderr,none": 0.0380491365397101 }, "harness|mmlu_high_school_us_history|0": { "alias": " - high_school_us_history", "acc,none": 0.5049019607843137, "acc_stderr,none": 0.03509143375606787 }, "harness|mmlu_high_school_world_history|0": { "alias": " - high_school_world_history", "acc,none": 0.42616033755274263, "acc_stderr,none": 0.03219035703131774 }, "harness|mmlu_international_law|0": { "alias": " - international_law", "acc,none": 0.5371900826446281, "acc_stderr,none": 0.045517111961042175 }, "harness|mmlu_jurisprudence|0": { "alias": " - jurisprudence", "acc,none": 0.49074074074074076, "acc_stderr,none": 0.04832853553437055 }, "harness|mmlu_logical_fallacies|0": { "alias": " - logical_fallacies", "acc,none": 0.4723926380368098, "acc_stderr,none": 0.0392237829061099 }, "harness|mmlu_moral_disputes|0": { "alias": " - moral_disputes", "acc,none": 0.4884393063583815, "acc_stderr,none": 0.026911898686377906 }, "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": 0.5080385852090032, "acc_stderr,none": 0.028394421370984545 }, "harness|mmlu_prehistory|0": { "alias": " - prehistory", "acc,none": 0.5061728395061729, "acc_stderr,none": 0.027818623962583295 }, "harness|mmlu_professional_law|0": { "alias": " - professional_law", "acc,none": 0.34419817470664926, "acc_stderr,none": 0.012134433741002574 }, "harness|mmlu_world_religions|0": { "alias": " - world_religions", "acc,none": 0.631578947368421, "acc_stderr,none": 0.03699658017656878 }, "harness|mmlu_other|0": { "alias": " - other", "acc,none": 0.5236562600579338, "acc_stderr,none": 0.008731196155986961 }, "harness|mmlu_business_ethics|0": { "alias": " - business_ethics", "acc,none": 0.43, "acc_stderr,none": 0.049756985195624284 }, "harness|mmlu_clinical_knowledge|0": { "alias": " - clinical_knowledge", "acc,none": 0.5132075471698113, "acc_stderr,none": 0.030762134874500482 }, "harness|mmlu_college_medicine|0": { "alias": " - college_medicine", "acc,none": 0.3872832369942196, "acc_stderr,none": 0.037143259063020656 }, "harness|mmlu_global_facts|0": { "alias": " - global_facts", "acc,none": 0.36, "acc_stderr,none": 0.04824181513244218 }, "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": 0.6116504854368932, "acc_stderr,none": 0.0482572933735639 }, "harness|mmlu_marketing|0": { "alias": " - marketing", "acc,none": 0.7051282051282052, "acc_stderr,none": 0.029872577708891172 }, "harness|mmlu_medical_genetics|0": { "alias": " - medical_genetics", "acc,none": 0.46, "acc_stderr,none": 0.05009082659620332 }, "harness|mmlu_miscellaneous|0": { "alias": " - miscellaneous", "acc,none": 0.648786717752235, "acc_stderr,none": 0.01706998205149943 }, "harness|mmlu_nutrition|0": { "alias": " - nutrition", "acc,none": 0.5032679738562091, "acc_stderr,none": 0.028629305194003543 }, "harness|mmlu_professional_accounting|0": { "alias": " - professional_accounting", "acc,none": 0.35815602836879434, "acc_stderr,none": 0.028602085862759415 }, "harness|mmlu_professional_medicine|0": { "alias": " - professional_medicine", "acc,none": 0.39338235294117646, "acc_stderr,none": 0.029674288281311183 }, "harness|mmlu_virology|0": { "alias": " - virology", "acc,none": 0.4397590361445783, "acc_stderr,none": 0.03864139923699122 }, "harness|mmlu_social_sciences|0": { "alias": " - social_sciences", "acc,none": 0.49496262593435164, "acc_stderr,none": 0.008805335177966452 }, "harness|mmlu_econometrics|0": { "alias": " - econometrics", "acc,none": 0.3333333333333333, "acc_stderr,none": 0.044346007015849245 }, "harness|mmlu_high_school_geography|0": { "alias": " - high_school_geography", "acc,none": 0.5707070707070707, "acc_stderr,none": 0.03526552724601199 }, "harness|mmlu_high_school_government_and_politics|0": { "alias": " - high_school_government_and_politics", "acc,none": 0.6373056994818653, "acc_stderr,none": 0.034697137917043715 }, "harness|mmlu_high_school_macroeconomics|0": { "alias": " - high_school_macroeconomics", "acc,none": 0.382051282051282, "acc_stderr,none": 0.02463554916390823 }, "harness|mmlu_high_school_microeconomics|0": { "alias": " - high_school_microeconomics", "acc,none": 0.3277310924369748, "acc_stderr,none": 0.030489911417673227 }, "harness|mmlu_high_school_psychology|0": { "alias": " - high_school_psychology", "acc,none": 0.5798165137614679, "acc_stderr,none": 0.0211624200482735 }, "harness|mmlu_human_sexuality|0": { "alias": " - human_sexuality", "acc,none": 0.549618320610687, "acc_stderr,none": 0.04363643698524779 }, "harness|mmlu_professional_psychology|0": { "alias": " - professional_psychology", "acc,none": 0.4215686274509804, "acc_stderr,none": 0.019977422600227474 }, "harness|mmlu_public_relations|0": { "alias": " - public_relations", "acc,none": 0.5181818181818182, "acc_stderr,none": 0.04785964010794916 }, "harness|mmlu_security_studies|0": { "alias": " - security_studies", "acc,none": 0.46938775510204084, "acc_stderr,none": 0.031949171367580624 }, "harness|mmlu_sociology|0": { "alias": " - sociology", "acc,none": 0.6517412935323383, "acc_stderr,none": 0.03368787466115459 }, "harness|mmlu_us_foreign_policy|0": { "alias": " - us_foreign_policy", "acc,none": 0.73, "acc_stderr,none": 0.0446196043338474 }, "harness|mmlu_stem|0": { "alias": " - stem", "acc,none": 0.3460196638122423, "acc_stderr,none": 0.008328893618355438 }, "harness|mmlu_abstract_algebra|0": { "alias": " - abstract_algebra", "acc,none": 0.26, "acc_stderr,none": 0.04408440022768077 }, "harness|mmlu_anatomy|0": { "alias": " - anatomy", "acc,none": 0.4444444444444444, "acc_stderr,none": 0.04292596718256981 }, "harness|mmlu_astronomy|0": { "alias": " - astronomy", "acc,none": 0.4276315789473684, "acc_stderr,none": 0.04026097083296559 }, "harness|mmlu_college_biology|0": { "alias": " - college_biology", "acc,none": 0.4652777777777778, "acc_stderr,none": 0.04171115858181618 }, "harness|mmlu_college_chemistry|0": { "alias": " - college_chemistry", "acc,none": 0.21, "acc_stderr,none": 0.040936018074033256 }, "harness|mmlu_college_computer_science|0": { "alias": " - college_computer_science", "acc,none": 0.32, "acc_stderr,none": 0.046882617226215034 }, "harness|mmlu_college_mathematics|0": { "alias": " - college_mathematics", "acc,none": 0.3, "acc_stderr,none": 0.046056618647183814 }, "harness|mmlu_college_physics|0": { "alias": " - college_physics", "acc,none": 0.22549019607843138, "acc_stderr,none": 0.041583075330832865 }, "harness|mmlu_computer_security|0": { "alias": " - computer_security", "acc,none": 0.55, "acc_stderr,none": 0.049999999999999996 }, "harness|mmlu_conceptual_physics|0": { "alias": " - conceptual_physics", "acc,none": 0.3659574468085106, "acc_stderr,none": 0.03148955829745529 }, "harness|mmlu_electrical_engineering|0": { "alias": " - electrical_engineering", "acc,none": 0.42758620689655175, "acc_stderr,none": 0.041227371113703316 }, "harness|mmlu_elementary_mathematics|0": { "alias": " - elementary_mathematics", "acc,none": 0.2751322751322751, "acc_stderr,none": 0.023000086859068646 }, "harness|mmlu_high_school_biology|0": { "alias": " - high_school_biology", "acc,none": 0.4838709677419355, "acc_stderr,none": 0.028429203176724555 }, "harness|mmlu_high_school_chemistry|0": { "alias": " - high_school_chemistry", "acc,none": 0.3103448275862069, "acc_stderr,none": 0.032550867699701024 }, "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": 0.27037037037037037, "acc_stderr,none": 0.02708037281514566 }, "harness|mmlu_high_school_physics|0": { "alias": " - high_school_physics", "acc,none": 0.271523178807947, "acc_stderr,none": 0.036313298039696525 }, "harness|mmlu_high_school_statistics|0": { "alias": " - high_school_statistics", "acc,none": 0.22685185185185186, "acc_stderr,none": 0.02856165010242226 }, "harness|mmlu_machine_learning|0": { "alias": " - machine_learning", "acc,none": 0.38392857142857145, "acc_stderr,none": 0.04616143075028547 }, "harness|arc:easy|0": { "acc,none": 0.7281144781144782, "acc_stderr,none": 0.009129795867310492, "acc_norm,none": 0.6784511784511784, "acc_norm_stderr,none": 0.009584091575640625, "alias": "arc_easy" }, "harness|winogrande|0": { "acc,none": 0.6779794790844514, "acc_stderr,none": 0.013132070202071081, "alias": "winogrande" }, "harness|piqa|0": { "acc,none": 0.749183895538629, "acc_stderr,none": 0.010113869547069044, "acc_norm,none": 0.7568008705114254, "acc_norm_stderr,none": 0.010009611953858934, "alias": "piqa" }, "harness|truthfulqa:mc2|0": { "acc,none": 0.4434567291361564, "acc_stderr,none": 0.015648678178541143, "alias": "truthfulqa_mc2" } }, "task_info": { "model": "TheBloke/Llama-2-7B-Chat-GGUF", "revision": "main", "private": false, "params": 28.0, "architectures": "?", "quant_type": "llama.cpp", "precision": "4bit", "model_params": 56.0, "model_size": 28.0, "weight_dtype": "int4", "compute_dtype": "float16", "gguf_ftype": "*Q4_0.gguf", "hardware": "gpu", "status": "Pending", "submitted_time": "2024-04-26T17:46:46Z", "model_type": "quantization", "job_id": -1, "job_start_time": null, "scripts": "llama_cpp" }, "quantization_config": { "quant_method": "llama.cpp", "ftype": "*Q4_0.gguf" }, "versions": { "harness|truthfulqa:mc1|0": 2.0, "harness|lambada:openai|0": 1.0, "harness|arc:challenge|0": 1.0, "harness|openbookqa|0": 1.0, "harness|hellaswag|0": 1.0, "harness|boolq|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|arc:easy|0": 1.0, "harness|winogrande|0": 1.0, "harness|piqa|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": 1714179285.517894, "config": { "model": "WrapperGGUFLM", "model_args": "gguf_model=TheBloke/Llama-2-7B-Chat-GGUF,ftype=*Q4_0.gguf,dtype=float16,_commit_hash=main", "batch_size": 1, "batch_sizes": [], "device": "cuda", "use_cache": null, "limit": null, "bootstrap_iters": 100000, "gen_kwargs": null } }