{
    "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": "2024-05-29-02-03-16",
        "total_evaluation_time_secondes": "",
        "model_name": "cstr/llama3-8b-spaetzle-v33-int4-inc",
        "model_sha": "",
        "model_dtype": "4bit",
        "model_size": 5.74,
        "model_params": 7.04,
        "quant_type": "GPTQ",
        "precision": "4bit"
    },
    "results": {
        "harness|boolq|0": {
            "acc,none": 0.8409785932721713,
            "acc_stderr,none": 0.006396064074650086,
            "alias": "boolq"
        },
        "harness|hellaswag|0": {
            "acc,none": 0.6246763592909779,
            "acc_stderr,none": 0.004832167854501631,
            "acc_norm,none": 0.8075084644493129,
            "acc_norm_stderr,none": 0.003934512022006092,
            "alias": "hellaswag"
        },
        "harness|arc:easy|0": {
            "acc,none": 0.8526936026936027,
            "acc_stderr,none": 0.007272362176697233,
            "acc_norm,none": 0.8476430976430976,
            "acc_norm_stderr,none": 0.007374044856218303,
            "alias": "arc_easy"
        },
        "harness|truthfulqa:mc1|0": {
            "acc,none": 0.4149326805385557,
            "acc_stderr,none": 0.017248314465805978,
            "alias": "truthfulqa_mc1"
        },
        "harness|arc:challenge|0": {
            "acc,none": 0.5981228668941979,
            "acc_stderr,none": 0.014327268614578276,
            "acc_norm,none": 0.6331058020477816,
            "acc_norm_stderr,none": 0.0140841331181043,
            "alias": "arc_challenge"
        },
        "harness|truthfulqa:mc2|0": {
            "acc,none": 0.5893229590481951,
            "acc_stderr,none": 0.015338508411065052,
            "alias": "truthfulqa_mc2"
        },
        "harness|piqa|0": {
            "acc,none": 0.8030467899891186,
            "acc_stderr,none": 0.009278918898006378,
            "acc_norm,none": 0.8161044613710555,
            "acc_norm_stderr,none": 0.009038656758892243,
            "alias": "piqa"
        },
        "harness|mmlu|0": {
            "acc,none": 0.6410767696909272,
            "acc_stderr,none": 0.0037795647515489967,
            "alias": "mmlu"
        },
        "harness|mmlu_humanities|0": {
            "alias": " - humanities",
            "acc,none": 0.5738575982996812,
            "acc_stderr,none": 0.006620493476238879
        },
        "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": 0.7333333333333333,
            "acc_stderr,none": 0.03453131801885417
        },
        "harness|mmlu_high_school_us_history|0": {
            "alias": "  - high_school_us_history",
            "acc,none": 0.8431372549019608,
            "acc_stderr,none": 0.025524722324553332
        },
        "harness|mmlu_high_school_world_history|0": {
            "alias": "  - high_school_world_history",
            "acc,none": 0.8523206751054853,
            "acc_stderr,none": 0.023094329582595673
        },
        "harness|mmlu_international_law|0": {
            "alias": "  - international_law",
            "acc,none": 0.7520661157024794,
            "acc_stderr,none": 0.039418975265163025
        },
        "harness|mmlu_jurisprudence|0": {
            "alias": "  - jurisprudence",
            "acc,none": 0.7962962962962963,
            "acc_stderr,none": 0.03893542518824847
        },
        "harness|mmlu_logical_fallacies|0": {
            "alias": "  - logical_fallacies",
            "acc,none": 0.8098159509202454,
            "acc_stderr,none": 0.030833491146281228
        },
        "harness|mmlu_moral_disputes|0": {
            "alias": "  - moral_disputes",
            "acc,none": 0.7138728323699421,
            "acc_stderr,none": 0.024332146779134128
        },
        "harness|mmlu_moral_scenarios|0": {
            "alias": "  - moral_scenarios",
            "acc,none": 0.2659217877094972,
            "acc_stderr,none": 0.014776765066438886
        },
        "harness|mmlu_philosophy|0": {
            "alias": "  - philosophy",
            "acc,none": 0.7202572347266881,
            "acc_stderr,none": 0.0254942593506949
        },
        "harness|mmlu_prehistory|0": {
            "alias": "  - prehistory",
            "acc,none": 0.7376543209876543,
            "acc_stderr,none": 0.024477222856135118
        },
        "harness|mmlu_professional_law|0": {
            "alias": "  - professional_law",
            "acc,none": 0.4954367666232073,
            "acc_stderr,none": 0.012769704263117531
        },
        "harness|mmlu_world_religions|0": {
            "alias": "  - world_religions",
            "acc,none": 0.7894736842105263,
            "acc_stderr,none": 0.031267817146631786
        },
        "harness|mmlu_other|0": {
            "alias": " - other",
            "acc,none": 0.7203089797232056,
            "acc_stderr,none": 0.007735515290510612
        },
        "harness|mmlu_business_ethics|0": {
            "alias": "  - business_ethics",
            "acc,none": 0.59,
            "acc_stderr,none": 0.049431107042371025
        },
        "harness|mmlu_clinical_knowledge|0": {
            "alias": "  - clinical_knowledge",
            "acc,none": 0.7433962264150943,
            "acc_stderr,none": 0.026880647889051975
        },
        "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": 0.048783173121456316
        },
        "harness|mmlu_human_aging|0": {
            "alias": "  - human_aging",
            "acc,none": 0.7085201793721974,
            "acc_stderr,none": 0.030500283176545843
        },
        "harness|mmlu_management|0": {
            "alias": "  - management",
            "acc,none": 0.8252427184466019,
            "acc_stderr,none": 0.037601780060266196
        },
        "harness|mmlu_marketing|0": {
            "alias": "  - marketing",
            "acc,none": 0.8760683760683761,
            "acc_stderr,none": 0.02158649400128138
        },
        "harness|mmlu_medical_genetics|0": {
            "alias": "  - medical_genetics",
            "acc,none": 0.79,
            "acc_stderr,none": 0.040936018074033256
        },
        "harness|mmlu_miscellaneous|0": {
            "alias": "  - miscellaneous",
            "acc,none": 0.8339719029374202,
            "acc_stderr,none": 0.013306478243066298
        },
        "harness|mmlu_nutrition|0": {
            "alias": "  - nutrition",
            "acc,none": 0.7254901960784313,
            "acc_stderr,none": 0.02555316999182651
        },
        "harness|mmlu_professional_accounting|0": {
            "alias": "  - professional_accounting",
            "acc,none": 0.5141843971631206,
            "acc_stderr,none": 0.02981549448368206
        },
        "harness|mmlu_professional_medicine|0": {
            "alias": "  - professional_medicine",
            "acc,none": 0.7279411764705882,
            "acc_stderr,none": 0.027033041151681456
        },
        "harness|mmlu_virology|0": {
            "alias": "  - virology",
            "acc,none": 0.5120481927710844,
            "acc_stderr,none": 0.03891364495835817
        },
        "harness|mmlu_social_sciences|0": {
            "alias": " - social_sciences",
            "acc,none": 0.7546311342216444,
            "acc_stderr,none": 0.00761557074715898
        },
        "harness|mmlu_econometrics|0": {
            "alias": "  - econometrics",
            "acc,none": 0.543859649122807,
            "acc_stderr,none": 0.046854730419077895
        },
        "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": 0.8808290155440415,
            "acc_stderr,none": 0.023381935348121434
        },
        "harness|mmlu_high_school_macroeconomics|0": {
            "alias": "  - high_school_macroeconomics",
            "acc,none": 0.6358974358974359,
            "acc_stderr,none": 0.024396672985094767
        },
        "harness|mmlu_high_school_microeconomics|0": {
            "alias": "  - high_school_microeconomics",
            "acc,none": 0.7521008403361344,
            "acc_stderr,none": 0.028047967224176892
        },
        "harness|mmlu_high_school_psychology|0": {
            "alias": "  - high_school_psychology",
            "acc,none": 0.8458715596330275,
            "acc_stderr,none": 0.015480826865374294
        },
        "harness|mmlu_human_sexuality|0": {
            "alias": "  - human_sexuality",
            "acc,none": 0.7480916030534351,
            "acc_stderr,none": 0.038073871163060866
        },
        "harness|mmlu_professional_psychology|0": {
            "alias": "  - professional_psychology",
            "acc,none": 0.7058823529411765,
            "acc_stderr,none": 0.018433427649401892
        },
        "harness|mmlu_public_relations|0": {
            "alias": "  - public_relations",
            "acc,none": 0.7181818181818181,
            "acc_stderr,none": 0.043091187099464585
        },
        "harness|mmlu_security_studies|0": {
            "alias": "  - security_studies",
            "acc,none": 0.7346938775510204,
            "acc_stderr,none": 0.02826388994378461
        },
        "harness|mmlu_sociology|0": {
            "alias": "  - sociology",
            "acc,none": 0.835820895522388,
            "acc_stderr,none": 0.026193923544454132
        },
        "harness|mmlu_us_foreign_policy|0": {
            "alias": "  - us_foreign_policy",
            "acc,none": 0.86,
            "acc_stderr,none": 0.03487350880197769
        },
        "harness|mmlu_stem|0": {
            "alias": " - stem",
            "acc,none": 0.5524896923564859,
            "acc_stderr,none": 0.008508241430807618
        },
        "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": 0.6666666666666666,
            "acc_stderr,none": 0.04072314811876837
        },
        "harness|mmlu_astronomy|0": {
            "alias": "  - astronomy",
            "acc,none": 0.6973684210526315,
            "acc_stderr,none": 0.03738520676119668
        },
        "harness|mmlu_college_biology|0": {
            "alias": "  - college_biology",
            "acc,none": 0.8125,
            "acc_stderr,none": 0.032639560491693344
        },
        "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": 0.54,
            "acc_stderr,none": 0.05009082659620333
        },
        "harness|mmlu_college_mathematics|0": {
            "alias": "  - college_mathematics",
            "acc,none": 0.33,
            "acc_stderr,none": 0.04725815626252604
        },
        "harness|mmlu_college_physics|0": {
            "alias": "  - college_physics",
            "acc,none": 0.4411764705882353,
            "acc_stderr,none": 0.049406356306056595
        },
        "harness|mmlu_computer_security|0": {
            "alias": "  - computer_security",
            "acc,none": 0.79,
            "acc_stderr,none": 0.040936018074033256
        },
        "harness|mmlu_conceptual_physics|0": {
            "alias": "  - conceptual_physics",
            "acc,none": 0.5446808510638298,
            "acc_stderr,none": 0.032555253593403555
        },
        "harness|mmlu_electrical_engineering|0": {
            "alias": "  - electrical_engineering",
            "acc,none": 0.5862068965517241,
            "acc_stderr,none": 0.04104269211806232
        },
        "harness|mmlu_elementary_mathematics|0": {
            "alias": "  - elementary_mathematics",
            "acc,none": 0.455026455026455,
            "acc_stderr,none": 0.025646928361049395
        },
        "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": 0.5073891625615764,
            "acc_stderr,none": 0.035176035403610105
        },
        "harness|mmlu_high_school_computer_science|0": {
            "alias": "  - high_school_computer_science",
            "acc,none": 0.74,
            "acc_stderr,none": 0.04408440022768079
        },
        "harness|mmlu_high_school_mathematics|0": {
            "alias": "  - high_school_mathematics",
            "acc,none": 0.42592592592592593,
            "acc_stderr,none": 0.03014913560136594
        },
        "harness|mmlu_high_school_physics|0": {
            "alias": "  - high_school_physics",
            "acc,none": 0.39072847682119205,
            "acc_stderr,none": 0.039837983066598075
        },
        "harness|mmlu_high_school_statistics|0": {
            "alias": "  - high_school_statistics",
            "acc,none": 0.5462962962962963,
            "acc_stderr,none": 0.03395322726375797
        },
        "harness|mmlu_machine_learning|0": {
            "alias": "  - machine_learning",
            "acc,none": 0.4375,
            "acc_stderr,none": 0.04708567521880525
        },
        "harness|lambada:openai|0": {
            "perplexity,none": 2.952972764251098,
            "perplexity_stderr,none": 0.07155360568679127,
            "acc,none": 0.7327770230933437,
            "acc_stderr,none": 0.006165025727477477,
            "alias": "lambada_openai"
        },
        "harness|openbookqa|0": {
            "acc,none": 0.372,
            "acc_stderr,none": 0.0216371979857224,
            "acc_norm,none": 0.458,
            "acc_norm_stderr,none": 0.022303966774269948,
            "alias": "openbookqa"
        },
        "harness|winogrande|0": {
            "acc,none": 0.7371744277821626,
            "acc_stderr,none": 0.012370922527262008,
            "alias": "winogrande"
        }
    },
    "task_info": {
        "model": "cstr/llama3-8b-spaetzle-v33-int4-inc",
        "revision": "main",
        "private": false,
        "params": 5.74,
        "architectures": "LlamaForCausalLM",
        "quant_type": "GPTQ",
        "precision": "4bit",
        "model_params": 7.04,
        "model_size": 5.74,
        "weight_dtype": "int4",
        "compute_dtype": "float16",
        "gguf_ftype": "*Q4_0.gguf",
        "hardware": "gpu",
        "status": "Pending",
        "submitted_time": "2024-05-28T16:18:54Z",
        "model_type": "quantization",
        "job_id": -1,
        "job_start_time": null,
        "scripts": "ITREX"
    },
    "quantization_config": {
        "autoround_version": "0.11",
        "bits": 4,
        "damp_percent": 0.01,
        "desc_act": false,
        "enable_minmax_tuning": true,
        "group_size": 128,
        "is_marlin_format": false,
        "iters": 200,
        "lr": 0.005,
        "minmax_lr": 0.005,
        "model_file_base_name": "model",
        "model_name_or_path": null,
        "quant_method": "gptq",
        "scale_dtype": "torch.float32",
        "static_groups": false,
        "sym": false,
        "true_sequential": false,
        "use_quant_input": true
    },
    "versions": {
        "harness|boolq|0": 2.0,
        "harness|hellaswag|0": 1.0,
        "harness|arc:easy|0": 1.0,
        "harness|truthfulqa:mc1|0": 2.0,
        "harness|arc:challenge|0": 1.0,
        "harness|truthfulqa:mc2|0": 2.0,
        "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|openbookqa|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": 1716915017.667517,
    "config": {
        "model": "hf",
        "model_args": "pretrained=cstr/llama3-8b-spaetzle-v33-int4-inc,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
    }
}