{
    "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": "2024-05-10-18-41-39",
        "total_evaluation_time_secondes": "",
        "model_name": "leliuga/Phi-3-mini-128k-instruct-bnb-4bit",
        "model_sha": "",
        "model_dtype": "4bit",
        "model_size": 2.26,
        "model_params": 3.74,
        "quant_type": "bitsandbytes",
        "precision": "4bit"
    },
    "results": {
        "harness|winogrande|0": {
            "acc,none": 0.7292817679558011,
            "acc_stderr,none": 0.012487904760626299,
            "alias": "winogrande"
        },
        "harness|mmlu|0": {
            "acc,none": 0.6212078051559606,
            "acc_stderr,none": 0.003894192537280643,
            "alias": "mmlu"
        },
        "harness|mmlu_humanities|0": {
            "alias": " - humanities",
            "acc,none": 0.5885228480340063,
            "acc_stderr,none": 0.006886415266074779
        },
        "harness|mmlu_formal_logic|0": {
            "alias": "  - formal_logic",
            "acc,none": 0.5634920634920635,
            "acc_stderr,none": 0.04435932892851466
        },
        "harness|mmlu_high_school_european_history|0": {
            "alias": "  - high_school_european_history",
            "acc,none": 0.7636363636363637,
            "acc_stderr,none": 0.03317505930009181
        },
        "harness|mmlu_high_school_us_history|0": {
            "alias": "  - high_school_us_history",
            "acc,none": 0.7598039215686274,
            "acc_stderr,none": 0.02998373305591361
        },
        "harness|mmlu_high_school_world_history|0": {
            "alias": "  - high_school_world_history",
            "acc,none": 0.7763713080168776,
            "acc_stderr,none": 0.027123298205229966
        },
        "harness|mmlu_international_law|0": {
            "alias": "  - international_law",
            "acc,none": 0.8347107438016529,
            "acc_stderr,none": 0.03390780612972776
        },
        "harness|mmlu_jurisprudence|0": {
            "alias": "  - jurisprudence",
            "acc,none": 0.7129629629629629,
            "acc_stderr,none": 0.043733130409147614
        },
        "harness|mmlu_logical_fallacies|0": {
            "alias": "  - logical_fallacies",
            "acc,none": 0.7914110429447853,
            "acc_stderr,none": 0.03192193448934724
        },
        "harness|mmlu_moral_disputes|0": {
            "alias": "  - moral_disputes",
            "acc,none": 0.6473988439306358,
            "acc_stderr,none": 0.025722802200895817
        },
        "harness|mmlu_moral_scenarios|0": {
            "alias": "  - moral_scenarios",
            "acc,none": 0.45363128491620114,
            "acc_stderr,none": 0.016650437588269073
        },
        "harness|mmlu_philosophy|0": {
            "alias": "  - philosophy",
            "acc,none": 0.6141479099678456,
            "acc_stderr,none": 0.02764814959975147
        },
        "harness|mmlu_prehistory|0": {
            "alias": "  - prehistory",
            "acc,none": 0.7685185185185185,
            "acc_stderr,none": 0.023468429832451163
        },
        "harness|mmlu_professional_law|0": {
            "alias": "  - professional_law",
            "acc,none": 0.46936114732724904,
            "acc_stderr,none": 0.012746237711716634
        },
        "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": 0.668490505310589,
            "acc_stderr,none": 0.008155964756228174
        },
        "harness|mmlu_business_ethics|0": {
            "alias": "  - business_ethics",
            "acc,none": 0.6,
            "acc_stderr,none": 0.049236596391733084
        },
        "harness|mmlu_clinical_knowledge|0": {
            "alias": "  - clinical_knowledge",
            "acc,none": 0.6981132075471698,
            "acc_stderr,none": 0.02825420034443866
        },
        "harness|mmlu_college_medicine|0": {
            "alias": "  - college_medicine",
            "acc,none": 0.5664739884393064,
            "acc_stderr,none": 0.037786210790920566
        },
        "harness|mmlu_global_facts|0": {
            "alias": "  - global_facts",
            "acc,none": 0.43,
            "acc_stderr,none": 0.049756985195624284
        },
        "harness|mmlu_human_aging|0": {
            "alias": "  - human_aging",
            "acc,none": 0.6233183856502242,
            "acc_stderr,none": 0.032521134899291884
        },
        "harness|mmlu_management|0": {
            "alias": "  - management",
            "acc,none": 0.7572815533980582,
            "acc_stderr,none": 0.04245022486384495
        },
        "harness|mmlu_marketing|0": {
            "alias": "  - marketing",
            "acc,none": 0.8632478632478633,
            "acc_stderr,none": 0.022509033937077812
        },
        "harness|mmlu_medical_genetics|0": {
            "alias": "  - medical_genetics",
            "acc,none": 0.68,
            "acc_stderr,none": 0.046882617226215034
        },
        "harness|mmlu_miscellaneous|0": {
            "alias": "  - miscellaneous",
            "acc,none": 0.7994891443167306,
            "acc_stderr,none": 0.014317653708594206
        },
        "harness|mmlu_nutrition|0": {
            "alias": "  - nutrition",
            "acc,none": 0.6405228758169934,
            "acc_stderr,none": 0.027475969910660952
        },
        "harness|mmlu_professional_accounting|0": {
            "alias": "  - professional_accounting",
            "acc,none": 0.4858156028368794,
            "acc_stderr,none": 0.02981549448368206
        },
        "harness|mmlu_professional_medicine|0": {
            "alias": "  - professional_medicine",
            "acc,none": 0.6176470588235294,
            "acc_stderr,none": 0.02952009569768776
        },
        "harness|mmlu_virology|0": {
            "alias": "  - virology",
            "acc,none": 0.463855421686747,
            "acc_stderr,none": 0.03882310850890594
        },
        "harness|mmlu_social_sciences|0": {
            "alias": " - social_sciences",
            "acc,none": 0.7286317842053949,
            "acc_stderr,none": 0.00782447594044952
        },
        "harness|mmlu_econometrics|0": {
            "alias": "  - econometrics",
            "acc,none": 0.4649122807017544,
            "acc_stderr,none": 0.046920083813689104
        },
        "harness|mmlu_high_school_geography|0": {
            "alias": "  - high_school_geography",
            "acc,none": 0.7525252525252525,
            "acc_stderr,none": 0.03074630074212451
        },
        "harness|mmlu_high_school_government_and_politics|0": {
            "alias": "  - high_school_government_and_politics",
            "acc,none": 0.8497409326424871,
            "acc_stderr,none": 0.025787723180723886
        },
        "harness|mmlu_high_school_macroeconomics|0": {
            "alias": "  - high_school_macroeconomics",
            "acc,none": 0.6230769230769231,
            "acc_stderr,none": 0.024570975364225995
        },
        "harness|mmlu_high_school_microeconomics|0": {
            "alias": "  - high_school_microeconomics",
            "acc,none": 0.7058823529411765,
            "acc_stderr,none": 0.029597329730978103
        },
        "harness|mmlu_high_school_psychology|0": {
            "alias": "  - high_school_psychology",
            "acc,none": 0.8458715596330275,
            "acc_stderr,none": 0.01548082686537429
        },
        "harness|mmlu_human_sexuality|0": {
            "alias": "  - human_sexuality",
            "acc,none": 0.7099236641221374,
            "acc_stderr,none": 0.03980066246467765
        },
        "harness|mmlu_professional_psychology|0": {
            "alias": "  - professional_psychology",
            "acc,none": 0.6503267973856209,
            "acc_stderr,none": 0.01929196189506638
        },
        "harness|mmlu_public_relations|0": {
            "alias": "  - public_relations",
            "acc,none": 0.6636363636363637,
            "acc_stderr,none": 0.04525393596302506
        },
        "harness|mmlu_security_studies|0": {
            "alias": "  - security_studies",
            "acc,none": 0.7673469387755102,
            "acc_stderr,none": 0.02704925791589618
        },
        "harness|mmlu_sociology|0": {
            "alias": "  - sociology",
            "acc,none": 0.8407960199004975,
            "acc_stderr,none": 0.02587064676616913
        },
        "harness|mmlu_us_foreign_policy|0": {
            "alias": "  - us_foreign_policy",
            "acc,none": 0.83,
            "acc_stderr,none": 0.03775251680686371
        },
        "harness|mmlu_stem|0": {
            "alias": " - stem",
            "acc,none": 0.5185537583254044,
            "acc_stderr,none": 0.008501678075529097
        },
        "harness|mmlu_abstract_algebra|0": {
            "alias": "  - abstract_algebra",
            "acc,none": 0.28,
            "acc_stderr,none": 0.045126085985421276
        },
        "harness|mmlu_anatomy|0": {
            "alias": "  - anatomy",
            "acc,none": 0.5851851851851851,
            "acc_stderr,none": 0.04256193767901408
        },
        "harness|mmlu_astronomy|0": {
            "alias": "  - astronomy",
            "acc,none": 0.743421052631579,
            "acc_stderr,none": 0.035541803680256896
        },
        "harness|mmlu_college_biology|0": {
            "alias": "  - college_biology",
            "acc,none": 0.7222222222222222,
            "acc_stderr,none": 0.037455547914624576
        },
        "harness|mmlu_college_chemistry|0": {
            "alias": "  - college_chemistry",
            "acc,none": 0.4,
            "acc_stderr,none": 0.04923659639173309
        },
        "harness|mmlu_college_computer_science|0": {
            "alias": "  - college_computer_science",
            "acc,none": 0.4,
            "acc_stderr,none": 0.04923659639173309
        },
        "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": 0.3627450980392157,
            "acc_stderr,none": 0.047840607041056527
        },
        "harness|mmlu_computer_security|0": {
            "alias": "  - computer_security",
            "acc,none": 0.67,
            "acc_stderr,none": 0.047258156262526094
        },
        "harness|mmlu_conceptual_physics|0": {
            "alias": "  - conceptual_physics",
            "acc,none": 0.6042553191489362,
            "acc_stderr,none": 0.031967586978353627
        },
        "harness|mmlu_electrical_engineering|0": {
            "alias": "  - electrical_engineering",
            "acc,none": 0.47586206896551725,
            "acc_stderr,none": 0.041618085035015295
        },
        "harness|mmlu_elementary_mathematics|0": {
            "alias": "  - elementary_mathematics",
            "acc,none": 0.4603174603174603,
            "acc_stderr,none": 0.02567008063690919
        },
        "harness|mmlu_high_school_biology|0": {
            "alias": "  - high_school_biology",
            "acc,none": 0.7612903225806451,
            "acc_stderr,none": 0.024251071262208837
        },
        "harness|mmlu_high_school_chemistry|0": {
            "alias": "  - high_school_chemistry",
            "acc,none": 0.5812807881773399,
            "acc_stderr,none": 0.03471192860518468
        },
        "harness|mmlu_high_school_computer_science|0": {
            "alias": "  - high_school_computer_science",
            "acc,none": 0.64,
            "acc_stderr,none": 0.04824181513244218
        },
        "harness|mmlu_high_school_mathematics|0": {
            "alias": "  - high_school_mathematics",
            "acc,none": 0.3,
            "acc_stderr,none": 0.02794045713622842
        },
        "harness|mmlu_high_school_physics|0": {
            "alias": "  - high_school_physics",
            "acc,none": 0.3576158940397351,
            "acc_stderr,none": 0.03913453431177258
        },
        "harness|mmlu_high_school_statistics|0": {
            "alias": "  - high_school_statistics",
            "acc,none": 0.48148148148148145,
            "acc_stderr,none": 0.034076320938540516
        },
        "harness|mmlu_machine_learning|0": {
            "alias": "  - machine_learning",
            "acc,none": 0.48214285714285715,
            "acc_stderr,none": 0.047427623612430116
        },
        "harness|hellaswag|0": {
            "acc,none": 0.5918143796056562,
            "acc_stderr,none": 0.004904933500255886,
            "acc_norm,none": 0.7753435570603465,
            "acc_norm_stderr,none": 0.004165029164361697,
            "alias": "hellaswag"
        },
        "harness|piqa|0": {
            "acc,none": 0.7829162132752993,
            "acc_stderr,none": 0.009618708415756775,
            "acc_norm,none": 0.7872687704026116,
            "acc_norm_stderr,none": 0.009548223123047376,
            "alias": "piqa"
        },
        "harness|truthfulqa:mc2|0": {
            "acc,none": 0.5202736095699407,
            "acc_stderr,none": 0.01533085548161714,
            "alias": "truthfulqa_mc2"
        },
        "harness|arc:challenge|0": {
            "acc,none": 0.5511945392491467,
            "acc_stderr,none": 0.014534599585097665,
            "acc_norm,none": 0.5494880546075085,
            "acc_norm_stderr,none": 0.014539646098471625,
            "alias": "arc_challenge"
        },
        "harness|truthfulqa:mc1|0": {
            "acc,none": 0.3537331701346389,
            "acc_stderr,none": 0.016737814358846147,
            "alias": "truthfulqa_mc1"
        },
        "harness|arc:easy|0": {
            "acc,none": 0.8160774410774411,
            "acc_stderr,none": 0.007949711712533548,
            "acc_norm,none": 0.7845117845117845,
            "acc_norm_stderr,none": 0.008436837633389652,
            "alias": "arc_easy"
        },
        "harness|boolq|0": {
            "acc,none": 0.8629969418960245,
            "acc_stderr,none": 0.006013984421211777,
            "alias": "boolq"
        },
        "harness|openbookqa|0": {
            "acc,none": 0.362,
            "acc_stderr,none": 0.021513662527582404,
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.02222133153414306,
            "alias": "openbookqa"
        },
        "harness|lambada:openai|0": {
            "perplexity,none": 4.763628491475744,
            "perplexity_stderr,none": 0.11587026350219728,
            "acc,none": 0.6617504366388511,
            "acc_stderr,none": 0.006591402212162809,
            "alias": "lambada_openai"
        }
    },
    "task_info": {
        "model": "leliuga/Phi-3-mini-128k-instruct-bnb-4bit",
        "revision": "main",
        "private": false,
        "params": 2.26,
        "architectures": "Phi3ForCausalLM",
        "quant_type": "bitsandbytes",
        "precision": "4bit",
        "model_params": 3.74,
        "model_size": 2.26,
        "weight_dtype": "int4",
        "compute_dtype": "float16",
        "gguf_ftype": "*Q4_0.gguf",
        "hardware": "gpu",
        "status": "Pending",
        "submitted_time": "2024-05-10T07:32:00Z",
        "model_type": "quantization",
        "job_id": -1,
        "job_start_time": null,
        "scripts": "ITREX"
    },
    "quantization_config": {
        "_load_in_4bit": true,
        "_load_in_8bit": false,
        "bnb_4bit_compute_dtype": "bfloat16",
        "bnb_4bit_quant_storage": "uint8",
        "bnb_4bit_quant_type": "nf4",
        "bnb_4bit_use_double_quant": true,
        "llm_int8_enable_fp32_cpu_offload": false,
        "llm_int8_has_fp16_weight": false,
        "llm_int8_skip_modules": null,
        "llm_int8_threshold": 6.0,
        "load_in_4bit": true,
        "load_in_8bit": false,
        "quant_method": "bitsandbytes"
    },
    "versions": {
        "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,
        "harness|hellaswag|0": 1.0,
        "harness|piqa|0": 1.0,
        "harness|truthfulqa:mc2|0": 2.0,
        "harness|arc:challenge|0": 1.0,
        "harness|truthfulqa:mc1|0": 2.0,
        "harness|arc:easy|0": 1.0,
        "harness|boolq|0": 2.0,
        "harness|openbookqa|0": 1.0,
        "harness|lambada:openai|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": 1715326653.8249145,
    "config": {
        "model": "hf",
        "model_args": "pretrained=leliuga/Phi-3-mini-128k-instruct-bnb-4bit,trust_remote_code=True,dtype=float16,_commit_hash=main",
        "batch_size": 4,
        "batch_sizes": [],
        "device": "cuda",
        "use_cache": null,
        "limit": null,
        "bootstrap_iters": 100000,
        "gen_kwargs": null
    }
}