{
    "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": "2024-05-11-15-26-38",
        "total_evaluation_time_secondes": "",
        "model_name": "TheBloke/Llama-2-13B-chat-AWQ",
        "model_sha": "",
        "model_dtype": "4bit",
        "model_size": 7.25,
        "model_params": 12.79,
        "quant_type": "AWQ",
        "precision": "4bit"
    },
    "results": {
        "harness|arc:challenge|0": {
            "acc,none": 0.4564846416382253,
            "acc_stderr,none": 0.014555949760496439,
            "acc_norm,none": 0.5025597269624573,
            "acc_norm_stderr,none": 0.014611199329843784,
            "alias": "arc_challenge"
        },
        "harness|lambada:openai|0": {
            "perplexity,none": 2.943540165174782,
            "perplexity_stderr,none": 0.07048825902928478,
            "acc,none": 0.727731418591112,
            "acc_stderr,none": 0.006201495026535792,
            "alias": "lambada_openai"
        },
        "harness|boolq|0": {
            "acc,none": 0.8027522935779816,
            "acc_stderr,none": 0.0069596804270573975,
            "alias": "boolq"
        },
        "harness|truthfulqa:mc2|0": {
            "acc,none": 0.43653026778274867,
            "acc_stderr,none": 0.01578076424843842,
            "alias": "truthfulqa_mc2"
        },
        "harness|hellaswag|0": {
            "acc,none": 0.6022704640509858,
            "acc_stderr,none": 0.004884287515461496,
            "acc_norm,none": 0.7892850029874527,
            "acc_norm_stderr,none": 0.0040698290284162586,
            "alias": "hellaswag"
        },
        "harness|arc:easy|0": {
            "acc,none": 0.7798821548821548,
            "acc_stderr,none": 0.008501788774716771,
            "acc_norm,none": 0.7436868686868687,
            "acc_norm_stderr,none": 0.008958775997918346,
            "alias": "arc_easy"
        },
        "harness|piqa|0": {
            "acc,none": 0.779107725788901,
            "acc_stderr,none": 0.009679088048842217,
            "acc_norm,none": 0.7927094668117519,
            "acc_norm_stderr,none": 0.009457844699952377,
            "alias": "piqa"
        },
        "harness|truthfulqa:mc1|0": {
            "acc,none": 0.27906976744186046,
            "acc_stderr,none": 0.01570210709062791,
            "alias": "truthfulqa_mc1"
        },
        "harness|openbookqa|0": {
            "acc,none": 0.352,
            "acc_stderr,none": 0.02138004238594605,
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.022221331534143057,
            "alias": "openbookqa"
        },
        "harness|winogrande|0": {
            "acc,none": 0.7111286503551697,
            "acc_stderr,none": 0.012738241271018443,
            "alias": "winogrande"
        },
        "harness|mmlu|0": {
            "acc,none": 0.5237857855006409,
            "acc_stderr,none": 0.003985973730899309,
            "alias": "mmlu"
        },
        "harness|mmlu_humanities|0": {
            "alias": " - humanities",
            "acc,none": 0.485653560042508,
            "acc_stderr,none": 0.006840270638361877
        },
        "harness|mmlu_formal_logic|0": {
            "alias": "  - formal_logic",
            "acc,none": 0.24603174603174602,
            "acc_stderr,none": 0.038522733649243156
        },
        "harness|mmlu_high_school_european_history|0": {
            "alias": "  - high_school_european_history",
            "acc,none": 0.6666666666666666,
            "acc_stderr,none": 0.0368105086916155
        },
        "harness|mmlu_high_school_us_history|0": {
            "alias": "  - high_school_us_history",
            "acc,none": 0.7107843137254902,
            "acc_stderr,none": 0.03182231867647553
        },
        "harness|mmlu_high_school_world_history|0": {
            "alias": "  - high_school_world_history",
            "acc,none": 0.7468354430379747,
            "acc_stderr,none": 0.028304657943035282
        },
        "harness|mmlu_international_law|0": {
            "alias": "  - international_law",
            "acc,none": 0.6859504132231405,
            "acc_stderr,none": 0.042369647530410184
        },
        "harness|mmlu_jurisprudence|0": {
            "alias": "  - jurisprudence",
            "acc,none": 0.6388888888888888,
            "acc_stderr,none": 0.04643454608906275
        },
        "harness|mmlu_logical_fallacies|0": {
            "alias": "  - logical_fallacies",
            "acc,none": 0.6932515337423313,
            "acc_stderr,none": 0.036230899157241474
        },
        "harness|mmlu_moral_disputes|0": {
            "alias": "  - moral_disputes",
            "acc,none": 0.5924855491329479,
            "acc_stderr,none": 0.0264545781469315
        },
        "harness|mmlu_moral_scenarios|0": {
            "alias": "  - moral_scenarios",
            "acc,none": 0.24916201117318434,
            "acc_stderr,none": 0.014465893829859926
        },
        "harness|mmlu_philosophy|0": {
            "alias": "  - philosophy",
            "acc,none": 0.6109324758842444,
            "acc_stderr,none": 0.027690337536485376
        },
        "harness|mmlu_prehistory|0": {
            "alias": "  - prehistory",
            "acc,none": 0.6018518518518519,
            "acc_stderr,none": 0.02723741509459247
        },
        "harness|mmlu_professional_law|0": {
            "alias": "  - professional_law",
            "acc,none": 0.39895697522816165,
            "acc_stderr,none": 0.012506757655293674
        },
        "harness|mmlu_world_religions|0": {
            "alias": "  - world_religions",
            "acc,none": 0.7719298245614035,
            "acc_stderr,none": 0.03218093795602357
        },
        "harness|mmlu_other|0": {
            "alias": " - other",
            "acc,none": 0.6057289990344383,
            "acc_stderr,none": 0.008413631260310068
        },
        "harness|mmlu_business_ethics|0": {
            "alias": "  - business_ethics",
            "acc,none": 0.52,
            "acc_stderr,none": 0.050211673156867795
        },
        "harness|mmlu_clinical_knowledge|0": {
            "alias": "  - clinical_knowledge",
            "acc,none": 0.5622641509433962,
            "acc_stderr,none": 0.03053333843046752
        },
        "harness|mmlu_college_medicine|0": {
            "alias": "  - college_medicine",
            "acc,none": 0.4277456647398844,
            "acc_stderr,none": 0.03772446857518027
        },
        "harness|mmlu_global_facts|0": {
            "alias": "  - global_facts",
            "acc,none": 0.31,
            "acc_stderr,none": 0.04648231987117316
        },
        "harness|mmlu_human_aging|0": {
            "alias": "  - human_aging",
            "acc,none": 0.6143497757847534,
            "acc_stderr,none": 0.03266842214289202
        },
        "harness|mmlu_management|0": {
            "alias": "  - management",
            "acc,none": 0.7281553398058253,
            "acc_stderr,none": 0.044052680241409216
        },
        "harness|mmlu_marketing|0": {
            "alias": "  - marketing",
            "acc,none": 0.7991452991452992,
            "acc_stderr,none": 0.026246772946890477
        },
        "harness|mmlu_medical_genetics|0": {
            "alias": "  - medical_genetics",
            "acc,none": 0.62,
            "acc_stderr,none": 0.04878317312145632
        },
        "harness|mmlu_miscellaneous|0": {
            "alias": "  - miscellaneous",
            "acc,none": 0.7637292464878672,
            "acc_stderr,none": 0.015190473717037495
        },
        "harness|mmlu_nutrition|0": {
            "alias": "  - nutrition",
            "acc,none": 0.6111111111111112,
            "acc_stderr,none": 0.02791405551046802
        },
        "harness|mmlu_professional_accounting|0": {
            "alias": "  - professional_accounting",
            "acc,none": 0.425531914893617,
            "acc_stderr,none": 0.029494827600144366
        },
        "harness|mmlu_professional_medicine|0": {
            "alias": "  - professional_medicine",
            "acc,none": 0.4852941176470588,
            "acc_stderr,none": 0.03035969707904611
        },
        "harness|mmlu_virology|0": {
            "alias": "  - virology",
            "acc,none": 0.46987951807228917,
            "acc_stderr,none": 0.03885425420866767
        },
        "harness|mmlu_social_sciences|0": {
            "alias": " - social_sciences",
            "acc,none": 0.607084822879428,
            "acc_stderr,none": 0.008540524382266563
        },
        "harness|mmlu_econometrics|0": {
            "alias": "  - econometrics",
            "acc,none": 0.2719298245614035,
            "acc_stderr,none": 0.04185774424022056
        },
        "harness|mmlu_high_school_geography|0": {
            "alias": "  - high_school_geography",
            "acc,none": 0.6616161616161617,
            "acc_stderr,none": 0.03371124142626302
        },
        "harness|mmlu_high_school_government_and_politics|0": {
            "alias": "  - high_school_government_and_politics",
            "acc,none": 0.7461139896373057,
            "acc_stderr,none": 0.03141024780565319
        },
        "harness|mmlu_high_school_macroeconomics|0": {
            "alias": "  - high_school_macroeconomics",
            "acc,none": 0.47435897435897434,
            "acc_stderr,none": 0.025317649726448663
        },
        "harness|mmlu_high_school_microeconomics|0": {
            "alias": "  - high_school_microeconomics",
            "acc,none": 0.5,
            "acc_stderr,none": 0.032478490123081544
        },
        "harness|mmlu_high_school_psychology|0": {
            "alias": "  - high_school_psychology",
            "acc,none": 0.7174311926605504,
            "acc_stderr,none": 0.01930424349770715
        },
        "harness|mmlu_human_sexuality|0": {
            "alias": "  - human_sexuality",
            "acc,none": 0.6412213740458015,
            "acc_stderr,none": 0.04206739313864908
        },
        "harness|mmlu_professional_psychology|0": {
            "alias": "  - professional_psychology",
            "acc,none": 0.5326797385620915,
            "acc_stderr,none": 0.020184583359102202
        },
        "harness|mmlu_public_relations|0": {
            "alias": "  - public_relations",
            "acc,none": 0.6272727272727273,
            "acc_stderr,none": 0.04631381319425464
        },
        "harness|mmlu_security_studies|0": {
            "alias": "  - security_studies",
            "acc,none": 0.6285714285714286,
            "acc_stderr,none": 0.030932858792789845
        },
        "harness|mmlu_sociology|0": {
            "alias": "  - sociology",
            "acc,none": 0.7562189054726368,
            "acc_stderr,none": 0.03036049015401466
        },
        "harness|mmlu_us_foreign_policy|0": {
            "alias": "  - us_foreign_policy",
            "acc,none": 0.82,
            "acc_stderr,none": 0.03861229196653694
        },
        "harness|mmlu_stem|0": {
            "alias": " - stem",
            "acc,none": 0.4186489058039962,
            "acc_stderr,none": 0.008528121437144745
        },
        "harness|mmlu_abstract_algebra|0": {
            "alias": "  - abstract_algebra",
            "acc,none": 0.28,
            "acc_stderr,none": 0.04512608598542129
        },
        "harness|mmlu_anatomy|0": {
            "alias": "  - anatomy",
            "acc,none": 0.5185185185185185,
            "acc_stderr,none": 0.04316378599511324
        },
        "harness|mmlu_astronomy|0": {
            "alias": "  - astronomy",
            "acc,none": 0.5592105263157895,
            "acc_stderr,none": 0.04040311062490436
        },
        "harness|mmlu_college_biology|0": {
            "alias": "  - college_biology",
            "acc,none": 0.5277777777777778,
            "acc_stderr,none": 0.04174752578923185
        },
        "harness|mmlu_college_chemistry|0": {
            "alias": "  - college_chemistry",
            "acc,none": 0.32,
            "acc_stderr,none": 0.046882617226215034
        },
        "harness|mmlu_college_computer_science|0": {
            "alias": "  - college_computer_science",
            "acc,none": 0.47,
            "acc_stderr,none": 0.05016135580465919
        },
        "harness|mmlu_college_mathematics|0": {
            "alias": "  - college_mathematics",
            "acc,none": 0.31,
            "acc_stderr,none": 0.04648231987117316
        },
        "harness|mmlu_college_physics|0": {
            "alias": "  - college_physics",
            "acc,none": 0.27450980392156865,
            "acc_stderr,none": 0.04440521906179326
        },
        "harness|mmlu_computer_security|0": {
            "alias": "  - computer_security",
            "acc,none": 0.62,
            "acc_stderr,none": 0.048783173121456316
        },
        "harness|mmlu_conceptual_physics|0": {
            "alias": "  - conceptual_physics",
            "acc,none": 0.4085106382978723,
            "acc_stderr,none": 0.03213418026701576
        },
        "harness|mmlu_electrical_engineering|0": {
            "alias": "  - electrical_engineering",
            "acc,none": 0.5310344827586206,
            "acc_stderr,none": 0.04158632762097828
        },
        "harness|mmlu_elementary_mathematics|0": {
            "alias": "  - elementary_mathematics",
            "acc,none": 0.31216931216931215,
            "acc_stderr,none": 0.023865206836972585
        },
        "harness|mmlu_high_school_biology|0": {
            "alias": "  - high_school_biology",
            "acc,none": 0.6258064516129033,
            "acc_stderr,none": 0.027528904299845704
        },
        "harness|mmlu_high_school_chemistry|0": {
            "alias": "  - high_school_chemistry",
            "acc,none": 0.43842364532019706,
            "acc_stderr,none": 0.03491207857486519
        },
        "harness|mmlu_high_school_computer_science|0": {
            "alias": "  - high_school_computer_science",
            "acc,none": 0.58,
            "acc_stderr,none": 0.049604496374885836
        },
        "harness|mmlu_high_school_mathematics|0": {
            "alias": "  - high_school_mathematics",
            "acc,none": 0.2740740740740741,
            "acc_stderr,none": 0.027195934804085626
        },
        "harness|mmlu_high_school_physics|0": {
            "alias": "  - high_school_physics",
            "acc,none": 0.31788079470198677,
            "acc_stderr,none": 0.038020397601079024
        },
        "harness|mmlu_high_school_statistics|0": {
            "alias": "  - high_school_statistics",
            "acc,none": 0.3194444444444444,
            "acc_stderr,none": 0.03179876342176851
        },
        "harness|mmlu_machine_learning|0": {
            "alias": "  - machine_learning",
            "acc,none": 0.3392857142857143,
            "acc_stderr,none": 0.04493949068613541
        }
    },
    "task_info": {
        "model": "TheBloke/Llama-2-13B-chat-AWQ",
        "revision": "main",
        "private": false,
        "params": 7.25,
        "architectures": "LlamaForCausalLM",
        "quant_type": "AWQ",
        "precision": "4bit",
        "model_params": 12.79,
        "model_size": 7.25,
        "weight_dtype": "int4",
        "compute_dtype": "float16",
        "gguf_ftype": "*Q4_0.gguf",
        "hardware": "gpu",
        "status": "Pending",
        "submitted_time": "2024-05-10T07:46:17Z",
        "model_type": "quantization",
        "job_id": -1,
        "job_start_time": null,
        "scripts": "ITREX"
    },
    "quantization_config": {
        "quant_method": "awq",
        "zero_point": true,
        "group_size": 128,
        "bits": 4,
        "version": "gemm"
    },
    "versions": {
        "harness|arc:challenge|0": 1.0,
        "harness|lambada:openai|0": 1.0,
        "harness|boolq|0": 2.0,
        "harness|truthfulqa:mc2|0": 2.0,
        "harness|hellaswag|0": 1.0,
        "harness|arc:easy|0": 1.0,
        "harness|piqa|0": 1.0,
        "harness|truthfulqa:mc1|0": 2.0,
        "harness|openbookqa|0": 1.0,
        "harness|winogrande|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
    },
    "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": 1715337875.2237763,
    "config": {
        "model": "hf",
        "model_args": "pretrained=TheBloke/Llama-2-13B-chat-AWQ,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
    }
}