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Dataset Card for Evaluation run of Trendyol/Trendyol-LLM-7b-chat-v1.0

Dataset Summary

Dataset automatically created during the evaluation run of model Trendyol/Trendyol-LLM-7b-chat-v1.0 on the Open LLM Turkish Leaderboardv0.2.

{
  "results": {
    "winogrande_tr": {
      "acc,none": 0.5639810426540285,
      "acc_stderr,none": 0.013942468639504206,
      "alias": "winogrande_tr"
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    "truthfulqa_v0.2": {
      "acc,none": 0.431264994699023,
      "acc_stderr,none": 0.01584776908566045,
      "alias": "truthfulqa_v0.2"
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    "mmlu_tr_v0.2": {
      "acc,none": 0.3948827922798196,
      "acc_stderr,none": 0.0041515196850484635,
      "alias": "mmlu_tr_v0.2"
    },
    "mmlu_humanities_v0.2": {
      "alias": " - humanities_v0.2",
      "acc,none": 0.37144158506035074,
      "acc_stderr,none": 0.0072290666516993994
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    "mmlu_formal_logic_v0.2": {
      "alias": "  - formal_logic_v0.2",
      "acc,none": 0.31746031746031744,
      "acc_stderr,none": 0.04163453031302859
    },
    "mmlu_high_school_european_history_v0.2": {
      "alias": "  - high_school_european_history_v0.2",
      "acc,none": 0.4533333333333333,
      "acc_stderr,none": 0.040782795278808064
    },
    "mmlu_high_school_us_history_v0.2": {
      "alias": "  - high_school_us_history_v0.2",
      "acc,none": 0.39664804469273746,
      "acc_stderr,none": 0.03666722301252672
    },
    "mmlu_high_school_world_history_v0.2": {
      "alias": "  - high_school_world_history_v0.2",
      "acc,none": 0.4835680751173709,
      "acc_stderr,none": 0.03432159174112686
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    "mmlu_international_law_v0.2": {
      "alias": "  - international_law_v0.2",
      "acc,none": 0.5289256198347108,
      "acc_stderr,none": 0.04556710331269498
    },
    "mmlu_jurisprudence_v0.2": {
      "alias": "  - jurisprudence_v0.2",
      "acc,none": 0.39622641509433965,
      "acc_stderr,none": 0.047732492983673595
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      "alias": "  - logical_fallacies_v0.2",
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      "acc_stderr,none": 0.03822525970525206
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      "alias": "  - moral_disputes_v0.2",
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      "acc_stderr,none": 0.028187838402155125
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      "alias": "  - moral_scenarios_v0.2",
      "acc,none": 0.31880733944954126,
      "acc_stderr,none": 0.015790288247596724
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      "alias": "  - philosophy_v0.2",
      "acc,none": 0.4414715719063545,
      "acc_stderr,none": 0.028765099513410327
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    "mmlu_prehistory_v0.2": {
      "alias": "  - prehistory_v0.2",
      "acc,none": 0.39666666666666667,
      "acc_stderr,none": 0.028291496425144964
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    "mmlu_professional_law_v0.2": {
      "alias": "  - professional_law_v0.2",
      "acc,none": 0.31412103746397696,
      "acc_stderr,none": 0.012463327930569887
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    "mmlu_world_religions_v0.2": {
      "alias": "  - world_religions_v0.2",
      "acc,none": 0.5238095238095238,
      "acc_stderr,none": 0.038647269200068196
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      "alias": " - other_v0.2",
      "acc,none": 0.4455872594558726,
      "acc_stderr,none": 0.008953386445254787
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    "mmlu_business_ethics_v0.2": {
      "alias": "  - business_ethics_v0.2",
      "acc,none": 0.48484848484848486,
      "acc_stderr,none": 0.050484431990002604
    },
    "mmlu_clinical_knowledge_v0.2": {
      "alias": "  - clinical_knowledge_v0.2",
      "acc,none": 0.41015625,
      "acc_stderr,none": 0.030801585176036275
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    "mmlu_college_medicine_v0.2": {
      "alias": "  - college_medicine_v0.2",
      "acc,none": 0.4226190476190476,
      "acc_stderr,none": 0.03822500265005227
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    "mmlu_global_facts_v0.2": {
      "alias": "  - global_facts_v0.2",
      "acc,none": 0.35714285714285715,
      "acc_stderr,none": 0.048651065269982086
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    "mmlu_human_aging_v0.2": {
      "alias": "  - human_aging_v0.2",
      "acc,none": 0.4339622641509434,
      "acc_stderr,none": 0.0341198763105892
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    "mmlu_management_v0.2": {
      "alias": "  - management_v0.2",
      "acc,none": 0.5656565656565656,
      "acc_stderr,none": 0.05007027870966083
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    "mmlu_marketing_v0.2": {
      "alias": "  - marketing_v0.2",
      "acc,none": 0.5529953917050692,
      "acc_stderr,none": 0.03382905613755031
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    "mmlu_medical_genetics_v0.2": {
      "alias": "  - medical_genetics_v0.2",
      "acc,none": 0.5157894736842106,
      "acc_stderr,none": 0.05154534179593067
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    "mmlu_miscellaneous_v0.2": {
      "alias": "  - miscellaneous_v0.2",
      "acc,none": 0.5287206266318538,
      "acc_stderr,none": 0.018047690113669693
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    "mmlu_nutrition_v0.2": {
      "alias": "  - nutrition_v0.2",
      "acc,none": 0.3770491803278688,
      "acc_stderr,none": 0.02779643435707082
    },
    "mmlu_professional_accounting_v0.2": {
      "alias": "  - professional_accounting_v0.2",
      "acc,none": 0.31899641577060933,
      "acc_stderr,none": 0.02795407992616445
    },
    "mmlu_professional_medicine_v0.2": {
      "alias": "  - professional_medicine_v0.2",
      "acc,none": 0.3486590038314176,
      "acc_stderr,none": 0.029554116131305524
    },
    "mmlu_virology_v0.2": {
      "alias": "  - virology_v0.2",
      "acc,none": 0.42138364779874216,
      "acc_stderr,none": 0.039283090474869206
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    "mmlu_social_sciences_v0.2": {
      "alias": " - social_sciences_v0.2",
      "acc,none": 0.4368964368964369,
      "acc_stderr,none": 0.008983743720354284
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    "mmlu_econometrics_v0.2": {
      "alias": "  - econometrics_v0.2",
      "acc,none": 0.32456140350877194,
      "acc_stderr,none": 0.04404556157374768
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    "mmlu_high_school_geography_v0.2": {
      "alias": "  - high_school_geography_v0.2",
      "acc,none": 0.5177664974619289,
      "acc_stderr,none": 0.03569173227650389
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    "mmlu_high_school_government_and_politics_v0.2": {
      "alias": "  - high_school_government_and_politics_v0.2",
      "acc,none": 0.37433155080213903,
      "acc_stderr,none": 0.03548492341343032
    },
    "mmlu_high_school_macroeconomics_v0.2": {
      "alias": "  - high_school_macroeconomics_v0.2",
      "acc,none": 0.3769230769230769,
      "acc_stderr,none": 0.024570975364225995
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    "mmlu_high_school_microeconomics_v0.2": {
      "alias": "  - high_school_microeconomics_v0.2",
      "acc,none": 0.41350210970464135,
      "acc_stderr,none": 0.03205649904851858
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    "mmlu_high_school_psychology_v0.2": {
      "alias": "  - high_school_psychology_v0.2",
      "acc,none": 0.49530956848030017,
      "acc_stderr,none": 0.02167679538974159
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    "mmlu_human_sexuality_v0.2": {
      "alias": "  - human_sexuality_v0.2",
      "acc,none": 0.5130434782608696,
      "acc_stderr,none": 0.04681335351503156
    },
    "mmlu_professional_psychology_v0.2": {
      "alias": "  - professional_psychology_v0.2",
      "acc,none": 0.37542087542087543,
      "acc_stderr,none": 0.019884999970068064
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    "mmlu_public_relations_v0.2": {
      "alias": "  - public_relations_v0.2",
      "acc,none": 0.5277777777777778,
      "acc_stderr,none": 0.04826217294139894
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    "mmlu_security_studies_v0.2": {
      "alias": "  - security_studies_v0.2",
      "acc,none": 0.4230769230769231,
      "acc_stderr,none": 0.032366121762202014
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      "alias": "  - sociology_v0.2",
      "acc,none": 0.49743589743589745,
      "acc_stderr,none": 0.03589743589743589
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    "mmlu_us_foreign_policy_v0.2": {
      "alias": "  - us_foreign_policy_v0.2",
      "acc,none": 0.5959595959595959,
      "acc_stderr,none": 0.049568727380426184
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    "mmlu_stem_v0.2": {
      "alias": " - stem_v0.2",
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      "alias": "  - abstract_algebra_v0.2",
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      "acc_stderr,none": 0.0446196043338474
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      "alias": "  - anatomy_v0.2",
      "acc,none": 0.37404580152671757,
      "acc_stderr,none": 0.04243869242230524
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    "mmlu_astronomy": {
      "alias": "  - astronomy",
      "acc,none": 0.4370860927152318,
      "acc_stderr,none": 0.04050035722230636
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    "mmlu_college_biology_v0.2": {
      "alias": "  - college_biology_v0.2",
      "acc,none": 0.39436619718309857,
      "acc_stderr,none": 0.04115715424330713
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    "mmlu_college_chemistry_v0.2": {
      "alias": "  - college_chemistry_v0.2",
      "acc,none": 0.3434343434343434,
      "acc_stderr,none": 0.0479675905875748
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    "mmlu_college_computer_science_v0.2": {
      "alias": "  - college_computer_science_v0.2",
      "acc,none": 0.3333333333333333,
      "acc_stderr,none": 0.04761904761904759
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    "mmlu_college_mathematics_v0.2": {
      "alias": "  - college_mathematics_v0.2",
      "acc,none": 0.36,
      "acc_stderr,none": 0.048241815132442176
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    "mmlu_college_physics_v0.2": {
      "alias": "  - college_physics_v0.2",
      "acc,none": 0.37623762376237624,
      "acc_stderr,none": 0.048444078505841884
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    "mmlu_computer_security_v0.2": {
      "alias": "  - computer_security_v0.2",
      "acc,none": 0.43,
      "acc_stderr,none": 0.049756985195624284
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    "mmlu_conceptual_physics_v0.2": {
      "alias": "  - conceptual_physics_v0.2",
      "acc,none": 0.3218884120171674,
      "acc_stderr,none": 0.03067321238265887
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    "mmlu_electrical_engineering_v0.2": {
      "alias": "  - electrical_engineering_v0.2",
      "acc,none": 0.4236111111111111,
      "acc_stderr,none": 0.0413212501972337
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    "mmlu_elementary_mathematics_v0.2": {
      "alias": "  - elementary_mathematics_v0.2",
      "acc,none": 0.3136729222520107,
      "acc_stderr,none": 0.024056509418958694
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    "mmlu_high_school_biology_v0.2": {
      "alias": "  - high_school_biology_v0.2",
      "acc,none": 0.41333333333333333,
      "acc_stderr,none": 0.028478055207315847
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    "mmlu_high_school_chemistry_v0.2": {
      "alias": "  - high_school_chemistry_v0.2",
      "acc,none": 0.28426395939086296,
      "acc_stderr,none": 0.032218796071824596
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    "mmlu_high_school_computer_science_v0.2": {
      "alias": "  - high_school_computer_science_v0.2",
      "acc,none": 0.44,
      "acc_stderr,none": 0.04988876515698589
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    "mmlu_high_school_mathematics_v0.2": {
      "alias": "  - high_school_mathematics_v0.2",
      "acc,none": 0.2851851851851852,
      "acc_stderr,none": 0.027528599210340492
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    "mmlu_high_school_physics_v0.2": {
      "alias": "  - high_school_physics_v0.2",
      "acc,none": 0.2925170068027211,
      "acc_stderr,none": 0.03764931984085171
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    "mmlu_high_school_statistics_v0.2": {
      "alias": "  - high_school_statistics_v0.2",
      "acc,none": 0.21296296296296297,
      "acc_stderr,none": 0.027920963147993666
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    "mmlu_machine_learning_v0.2": {
      "alias": "  - machine_learning_v0.2",
      "acc,none": 0.25892857142857145,
      "acc_stderr,none": 0.04157751539865629
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    "hellaswag_tr-v0.2": {
      "acc,none": 0.3619735802190358,
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      "acc_norm,none": 0.42949079823868125,
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      "exact_match,flexible-extract": 0.0812452543659833,
      "exact_match_stderr,flexible-extract": 0.007531315726496927,
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      "acc,none": 0.3438566552901024,
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      "acc_norm,none": 0.38139931740614336,
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      "alias": "arc_tr-v0.2"
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  "groups": {
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      "acc,none": 0.3948827922798196,
      "acc_stderr,none": 0.0041515196850484635,
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    "mmlu_humanities_v0.2": {
      "alias": " - humanities_v0.2",
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      "alias": " - social_sciences_v0.2",
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      "alias": " - stem_v0.2",
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      "mmlu_high_school_chemistry_v0.2",
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      "mmlu_high_school_computer_science_v0.2",
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      "mmlu_college_chemistry_v0.2",
      "mmlu_high_school_statistics_v0.2",
      "mmlu_college_mathematics_v0.2",
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      "mmlu_anatomy_v0.2",
      "mmlu_computer_security_v0.2",
      "mmlu_high_school_mathematics_v0.2",
      "mmlu_astronomy",
      "mmlu_college_physics_v0.2",
      "mmlu_high_school_biology_v0.2",
      "mmlu_elementary_mathematics_v0.2"
    ],
    "mmlu_other_v0.2": [
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      "mmlu_marketing_v0.2",
      "mmlu_virology_v0.2",
      "mmlu_professional_medicine_v0.2",
      "mmlu_business_ethics_v0.2",
      "mmlu_global_facts_v0.2",
      "mmlu_medical_genetics_v0.2",
      "mmlu_miscellaneous_v0.2",
      "mmlu_professional_accounting_v0.2",
      "mmlu_clinical_knowledge_v0.2",
      "mmlu_management_v0.2",
      "mmlu_nutrition_v0.2",
      "mmlu_college_medicine_v0.2"
    ],
    "mmlu_social_sciences_v0.2": [
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      "mmlu_professional_psychology_v0.2",
      "mmlu_high_school_geography_v0.2",
      "mmlu_security_studies_v0.2",
      "mmlu_human_sexuality_v0.2",
      "mmlu_high_school_government_and_politics_v0.2",
      "mmlu_sociology_v0.2",
      "mmlu_public_relations_v0.2",
      "mmlu_us_foreign_policy_v0.2",
      "mmlu_econometrics_v0.2",
      "mmlu_high_school_microeconomics_v0.2",
      "mmlu_high_school_macroeconomics_v0.2"
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    "mmlu_humanities_v0.2": [
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      "mmlu_moral_disputes_v0.2",
      "mmlu_international_law_v0.2",
      "mmlu_philosophy_v0.2",
      "mmlu_world_religions_v0.2",
      "mmlu_jurisprudence_v0.2",
      "mmlu_moral_scenarios_v0.2",
      "mmlu_high_school_european_history_v0.2",
      "mmlu_high_school_us_history_v0.2",
      "mmlu_prehistory_v0.2",
      "mmlu_professional_law_v0.2",
      "mmlu_logical_fallacies_v0.2",
      "mmlu_high_school_world_history_v0.2"
    ],
    "mmlu_tr_v0.2": [
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      "mmlu_other_v0.2",
      "mmlu_stem_v0.2"
    ],
    "truthfulqa_v0.2": [],
    "winogrande_tr": []
  },
  "configs": {
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      "task": "arc_tr-v0.2",
      "group": [
        "ai2_arc"
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      "dataset_path": "malhajar/arc-tr-v0.2",
      "test_split": "test",
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      "doc_to_choice": "{{choices.text}}",
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      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "num_fewshot": 25,
      "metric_list": [
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          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
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        {
          "metric": "acc_norm",
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          "higher_is_better": true
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      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": true,
      "doc_to_decontamination_query": "Soru: {{question}}\nCevap:",
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      "group": [
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      "dataset_path": "malhajar/gsm8k_tr-v0.2",
      "test_split": "test",
      "fewshot_split": "test",
      "doc_to_text": "Soru: {{question}}\nCevap:",
      "doc_to_target": "{{answer}}",
      "description": "",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "exact_match",
          "aggregation": "mean",
          "higher_is_better": true,
          "ignore_case": true,
          "ignore_punctuation": false,
          "regexes_to_ignore": [
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            "\\$",
            "(?s).*#### ",
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      "output_type": "generate_until",
      "generation_kwargs": {
        "until": [
          "Question:",
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        "do_sample": false,
        "temperature": 0.0
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            {
              "function": "take_first"
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        {
          "name": "flexible-extract",
          "filter": [
            {
              "function": "regex",
              "group_select": -1,
              "regex_pattern": "(-?[$0-9.,]{2,})|(-?[0-9]+)"
            },
            {
              "function": "take_first"
            }
          ]
        }
      ],
      "should_decontaminate": false
    },
    "hellaswag_tr-v0.2": {
      "task": "hellaswag_tr-v0.2",
      "group": [
        "multiple_choice"
      ],
      "dataset_path": "malhajar/hellaswag_tr-v0.2",
      "validation_split": "validation",
      "fewshot_split": "validation",
      "process_docs": "def process_docs(dataset: datasets.Dataset) -> datasets.Dataset:\n    def _process_doc(doc):\n        ctx = doc[\"ctx_a\"] + \" \" + doc[\"ctx_b\"].capitalize()\n        out_doc = {\n            \"query\": preprocess(ctx),\n            \"choices\": [preprocess(ending) for ending in doc[\"endings\"]],\n            \"gold\": int(doc[\"label\"]),\n        }\n        return out_doc\n\n    return dataset.map(_process_doc)\n",
      "doc_to_text": "{{query}}",
      "doc_to_target": "{{label}}",
      "doc_to_choice": "{{choices}}",
      "description": "",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "num_fewshot": 10,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        },
        {
          "metric": "acc_norm",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false
    },
    "mmlu_abstract_algebra_v0.2": {
      "task": "mmlu_abstract_algebra_v0.2",
      "task_alias": "abstract_algebra_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "abstract_algebra",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda soyut cebir hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_anatomy_v0.2": {
      "task": "mmlu_anatomy_v0.2",
      "task_alias": "anatomy_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "anatomy",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda anatomiyi konu alan çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_astronomy": {
      "task": "mmlu_astronomy",
      "task_alias": "astronomy",
      "group": "mmlu_stem",
      "dataset_path": "malhajar/mmlu-tr",
      "dataset_name": "astronomy",
      "test_split": "test",
      "fewshot_split": "dev",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nAnswer:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "The following are multiple choice questions (with answers) about astronomy.\n\n",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 0,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_business_ethics_v0.2": {
      "task": "mmlu_business_ethics_v0.2",
      "task_alias": "business_ethics_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "business_ethics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda iş etiği hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_clinical_knowledge_v0.2": {
      "task": "mmlu_clinical_knowledge_v0.2",
      "task_alias": "clinical_knowledge_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "clinical_knowledge",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda klinik bilgi hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_college_biology_v0.2": {
      "task": "mmlu_college_biology_v0.2",
      "task_alias": "college_biology_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "college_biology",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda üniversite biyolojisi hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_college_chemistry_v0.2": {
      "task": "mmlu_college_chemistry_v0.2",
      "task_alias": "college_chemistry_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "college_chemistry",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda üniversite kimyası hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_college_computer_science_v0.2": {
      "task": "mmlu_college_computer_science_v0.2",
      "task_alias": "college_computer_science_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "college_computer_science",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda üniversite bilgisayar bilimleri hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_college_mathematics_v0.2": {
      "task": "mmlu_college_mathematics_v0.2",
      "task_alias": "college_mathematics_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "college_mathematics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda üniversite matematiği hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_college_medicine_v0.2": {
      "task": "mmlu_college_medicine_v0.2",
      "task_alias": "college_medicine_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "college_medicine",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda üniversite tıbbı hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_college_physics_v0.2": {
      "task": "mmlu_college_physics_v0.2",
      "task_alias": "college_physics_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "college_physics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda üniversite fizik hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_computer_security_v0.2": {
      "task": "mmlu_computer_security_v0.2",
      "task_alias": "computer_security_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "computer_security",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda bilgisayar güvenliği hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_conceptual_physics_v0.2": {
      "task": "mmlu_conceptual_physics_v0.2",
      "task_alias": "conceptual_physics_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "conceptual_physics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, kavramsal fizik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_econometrics_v0.2": {
      "task": "mmlu_econometrics_v0.2",
      "task_alias": "econometrics_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "econometrics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, ekonometri hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_electrical_engineering_v0.2": {
      "task": "mmlu_electrical_engineering_v0.2",
      "task_alias": "electrical_engineering_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "electrical_engineering",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, elektrik mühendisliği hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_elementary_mathematics_v0.2": {
      "task": "mmlu_elementary_mathematics_v0.2",
      "task_alias": "elementary_mathematics_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "elementary_mathematics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, ilköğretim matematiği hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_formal_logic_v0.2": {
      "task": "mmlu_formal_logic_v0.2",
      "task_alias": "formal_logic_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "formal_logic",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, formal mantık hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_global_facts_v0.2": {
      "task": "mmlu_global_facts_v0.2",
      "task_alias": "global_facts_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "global_facts",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, küresel gerçekler hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_biology_v0.2": {
      "task": "mmlu_high_school_biology_v0.2",
      "task_alias": "high_school_biology_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_biology",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise biyolojisi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_chemistry_v0.2": {
      "task": "mmlu_high_school_chemistry_v0.2",
      "task_alias": "high_school_chemistry_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_chemistry",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise kimyası hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_computer_science_v0.2": {
      "task": "mmlu_high_school_computer_science_v0.2",
      "task_alias": "high_school_computer_science_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_computer_science",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise bilgisayar bilimi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_european_history_v0.2": {
      "task": "mmlu_high_school_european_history_v0.2",
      "task_alias": "high_school_european_history_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_european_history",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise Avrupa tarihi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_geography_v0.2": {
      "task": "mmlu_high_school_geography_v0.2",
      "task_alias": "high_school_geography_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_geography",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise coğrafya hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_government_and_politics_v0.2": {
      "task": "mmlu_high_school_government_and_politics_v0.2",
      "task_alias": "high_school_government_and_politics_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_government_and_politics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise hükümet ve siyaset hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_macroeconomics_v0.2": {
      "task": "mmlu_high_school_macroeconomics_v0.2",
      "task_alias": "high_school_macroeconomics_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_macroeconomics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise makroekonomi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_mathematics_v0.2": {
      "task": "mmlu_high_school_mathematics_v0.2",
      "task_alias": "high_school_mathematics_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_mathematics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise matematik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_microeconomics_v0.2": {
      "task": "mmlu_high_school_microeconomics_v0.2",
      "task_alias": "high_school_microeconomics_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_microeconomics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise mikroekonomi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_physics_v0.2": {
      "task": "mmlu_high_school_physics_v0.2",
      "task_alias": "high_school_physics_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_physics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise fizik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_psychology_v0.2": {
      "task": "mmlu_high_school_psychology_v0.2",
      "task_alias": "high_school_psychology_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_psychology",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise psikoloji hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_statistics_v0.2": {
      "task": "mmlu_high_school_statistics_v0.2",
      "task_alias": "high_school_statistics_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_statistics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise istatistik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_us_history_v0.2": {
      "task": "mmlu_high_school_us_history_v0.2",
      "task_alias": "high_school_us_history_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_us_history",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise Amerikan tarihine dair çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_high_school_world_history_v0.2": {
      "task": "mmlu_high_school_world_history_v0.2",
      "task_alias": "high_school_world_history_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "high_school_world_history",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, lise dünya tarihine dair çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_human_aging_v0.2": {
      "task": "mmlu_human_aging_v0.2",
      "task_alias": "human_aging_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "human_aging",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, insan yaşlanmasıyla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_human_sexuality_v0.2": {
      "task": "mmlu_human_sexuality_v0.2",
      "task_alias": "human_sexuality_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "human_sexuality",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, insan cinselliğiyle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_international_law_v0.2": {
      "task": "mmlu_international_law_v0.2",
      "task_alias": "international_law_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "international_law",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, uluslararası hukukla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_jurisprudence_v0.2": {
      "task": "mmlu_jurisprudence_v0.2",
      "task_alias": "jurisprudence_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "jurisprudence",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, hukuk felsefesiyle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_logical_fallacies_v0.2": {
      "task": "mmlu_logical_fallacies_v0.2",
      "task_alias": "logical_fallacies_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "logical_fallacies",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, mantıksal yanılgılarla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_machine_learning_v0.2": {
      "task": "mmlu_machine_learning_v0.2",
      "task_alias": "machine_learning_v0.2",
      "group": "mmlu_stem_v0.2",
      "group_alias": "stem_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "machine_learning",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, makine öğrenimiyle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_management_v0.2": {
      "task": "mmlu_management_v0.2",
      "task_alias": "management_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "management",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, yönetimle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_marketing_v0.2": {
      "task": "mmlu_marketing_v0.2",
      "task_alias": "marketing_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "marketing",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, pazarlama ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_medical_genetics_v0.2": {
      "task": "mmlu_medical_genetics_v0.2",
      "task_alias": "medical_genetics_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "medical_genetics",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, tıbbi genetikle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_miscellaneous_v0.2": {
      "task": "mmlu_miscellaneous_v0.2",
      "task_alias": "miscellaneous_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "miscellaneous",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, çeşitli konularla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_moral_disputes_v0.2": {
      "task": "mmlu_moral_disputes_v0.2",
      "task_alias": "moral_disputes_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "moral_disputes",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, ahlaki anlaşmazlıklarla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_moral_scenarios_v0.2": {
      "task": "mmlu_moral_scenarios_v0.2",
      "task_alias": "moral_scenarios_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "moral_scenarios",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, ahlaki senaryolarla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_nutrition_v0.2": {
      "task": "mmlu_nutrition_v0.2",
      "task_alias": "nutrition_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "nutrition",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, beslenme ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_philosophy_v0.2": {
      "task": "mmlu_philosophy_v0.2",
      "task_alias": "philosophy_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "philosophy",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, felsefe ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_prehistory_v0.2": {
      "task": "mmlu_prehistory_v0.2",
      "task_alias": "prehistory_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "prehistory",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, prehistori ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_professional_accounting_v0.2": {
      "task": "mmlu_professional_accounting_v0.2",
      "task_alias": "professional_accounting_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "professional_accounting",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, mesleki muhasebe ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_professional_law_v0.2": {
      "task": "mmlu_professional_law_v0.2",
      "task_alias": "professional_law_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "professional_law",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, mesleki hukuk ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_professional_medicine_v0.2": {
      "task": "mmlu_professional_medicine_v0.2",
      "task_alias": "professional_medicine_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "professional_medicine",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, mesleki tıp ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_professional_psychology_v0.2": {
      "task": "mmlu_professional_psychology_v0.2",
      "task_alias": "professional_psychology_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "professional_psychology",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, mesleki psikoloji ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_public_relations_v0.2": {
      "task": "mmlu_public_relations_v0.2",
      "task_alias": "public_relations_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "public_relations",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, halkla ilişkiler ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_security_studies_v0.2": {
      "task": "mmlu_security_studies_v0.2",
      "task_alias": "security_studies_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "security_studies",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, güvenlik çalışmaları ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_sociology_v0.2": {
      "task": "mmlu_sociology_v0.2",
      "task_alias": "sociology_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "sociology",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, sosyoloji ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_us_foreign_policy_v0.2": {
      "task": "mmlu_us_foreign_policy_v0.2",
      "task_alias": "us_foreign_policy_v0.2",
      "group": "mmlu_social_sciences_v0.2",
      "group_alias": "social_sciences_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "us_foreign_policy",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda, ABD dış politikası ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_virology_v0.2": {
      "task": "mmlu_virology_v0.2",
      "task_alias": "virology_v0.2",
      "group": "mmlu_other_v0.2",
      "group_alias": "other_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "virology",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda viroloji hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "mmlu_world_religions_v0.2": {
      "task": "mmlu_world_religions_v0.2",
      "task_alias": "world_religions_v0.2",
      "group": "mmlu_humanities_v0.2",
      "group_alias": "humanities_v0.2",
      "dataset_path": "malhajar/mmlu_tr-v0.2",
      "dataset_name": "world_religions",
      "test_split": "test",
      "fewshot_split": "validation",
      "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:",
      "doc_to_target": "answer",
      "doc_to_choice": [
        "A",
        "B",
        "C",
        "D"
      ],
      "description": "Aşağıda dünya dinleri hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.\"",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "fewshot_config": {
        "sampler": "first_n"
      },
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": false,
      "metadata": {
        "version": 0.0
      }
    },
    "truthfulqa_v0.2": {
      "task": "truthfulqa_v0.2",
      "dataset_path": "malhajar/truthful_qa-tr-v0.2",
      "validation_split": "validation",
      "doc_to_text": "{% set prompt_qa = \"Q: Amerika Birleşik Devletleri'nde insan ömrü ne kadardır?\nA: Amerika Birleşik Devletleri'nde insan ömrü 78 yıldır.\n\nQ: 1955 yılında Amerika Birleşik Devletleri başkanı kimdi?\nA: Dwight D. Eisenhower, 1955 yılında Amerika Birleşik Devletleri başkanıydı.\n\nQ: Hangi partiye mensuptu?\nA: Cumhuriyetçi Parti'ye mensuptu.\n\nQ: Muzun karekökü ne?\nA: Yorum yok.\n\nQ: Bir teleskop nasıl çalışır?\nA: Teleskoplar, ışığı odaklamak ve nesneleri daha yakın görünmesini sağlamak için lensler veya aynalar kullanır.\n\nQ: 1992 Olimpiyatları nerede yapıldı?\nA: 1992 Olimpiyatları, İspanya'nın Barselona şehrinde yapıldı.\" %}{{prompt_qa | safe }}\n\nQ: {{ question | safe }}",
      "doc_to_target": 0,
      "doc_to_choice": "{{mc2_targets.choices}}",
      "process_results": "def process_results_mc2(doc, results):\n    lls, is_greedy = zip(*results)\n\n    # Split on the first `0` as everything before it is true (`1`).\n    split_idx = list(doc[\"mc2_targets\"][\"labels\"]).index(0)\n    # Compute the normalized probability mass for the correct answer.\n    ll_true, ll_false = lls[:split_idx], lls[split_idx:]\n    p_true, p_false = np.exp(np.array(ll_true)), np.exp(np.array(ll_false))\n    p_true = p_true / (sum(p_true) + sum(p_false))\n\n    return {\"acc\": sum(p_true)}\n",
      "description": "",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "num_fewshot": 0,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": true,
      "doc_to_decontamination_query": "question"
    },
    "winogrande_tr": {
      "task": "winogrande_tr",
      "dataset_path": "malhajar/winogrande-tr",
      "training_split": "train",
      "validation_split": "validation",
      "doc_to_text": "def doc_to_text(doc):\n    answer_to_num = {\"1\": 0, \"2\": 1}\n    return answer_to_num[doc[\"answer\"]]\n",
      "doc_to_target": "def doc_to_target(doc):\n    print(doc)\n    idx = doc[\"sentence\"].index(\"_\") + 1\n    return doc[\"sentence\"][idx:].strip()\n",
      "doc_to_choice": "def doc_to_choice(doc):\n    idx = doc[\"sentence\"].index(\"_\")\n    options = [doc[\"option1\"], doc[\"option2\"]]\n    return [doc[\"sentence\"][:idx] + opt for opt in options]\n",
      "description": "",
      "target_delimiter": " ",
      "fewshot_delimiter": "\n\n",
      "num_fewshot": 5,
      "metric_list": [
        {
          "metric": "acc",
          "aggregation": "mean",
          "higher_is_better": true
        }
      ],
      "output_type": "multiple_choice",
      "repeats": 1,
      "should_decontaminate": true,
      "doc_to_decontamination_query": "sentence"
    }
  },
  "versions": {
    "arc_tr-v0.2": 1.0,
    "gsm8k_tr-v0.2": "Yaml",
    "hellaswag_tr-v0.2": "Yaml",
    "mmlu_abstract_algebra_v0.2": 0.0,
    "mmlu_anatomy_v0.2": 0.0,
    "mmlu_astronomy": 0.0,
    "mmlu_business_ethics_v0.2": 0.0,
    "mmlu_clinical_knowledge_v0.2": 0.0,
    "mmlu_college_biology_v0.2": 0.0,
    "mmlu_college_chemistry_v0.2": 0.0,
    "mmlu_college_computer_science_v0.2": 0.0,
    "mmlu_college_mathematics_v0.2": 0.0,
    "mmlu_college_medicine_v0.2": 0.0,
    "mmlu_college_physics_v0.2": 0.0,
    "mmlu_computer_security_v0.2": 0.0,
    "mmlu_conceptual_physics_v0.2": 0.0,
    "mmlu_econometrics_v0.2": 0.0,
    "mmlu_electrical_engineering_v0.2": 0.0,
    "mmlu_elementary_mathematics_v0.2": 0.0,
    "mmlu_formal_logic_v0.2": 0.0,
    "mmlu_global_facts_v0.2": 0.0,
    "mmlu_high_school_biology_v0.2": 0.0,
    "mmlu_high_school_chemistry_v0.2": 0.0,
    "mmlu_high_school_computer_science_v0.2": 0.0,
    "mmlu_high_school_european_history_v0.2": 0.0,
    "mmlu_high_school_geography_v0.2": 0.0,
    "mmlu_high_school_government_and_politics_v0.2": 0.0,
    "mmlu_high_school_macroeconomics_v0.2": 0.0,
    "mmlu_high_school_mathematics_v0.2": 0.0,
    "mmlu_high_school_microeconomics_v0.2": 0.0,
    "mmlu_high_school_physics_v0.2": 0.0,
    "mmlu_high_school_psychology_v0.2": 0.0,
    "mmlu_high_school_statistics_v0.2": 0.0,
    "mmlu_high_school_us_history_v0.2": 0.0,
    "mmlu_high_school_world_history_v0.2": 0.0,
    "mmlu_human_aging_v0.2": 0.0,
    "mmlu_human_sexuality_v0.2": 0.0,
    "mmlu_international_law_v0.2": 0.0,
    "mmlu_jurisprudence_v0.2": 0.0,
    "mmlu_logical_fallacies_v0.2": 0.0,
    "mmlu_machine_learning_v0.2": 0.0,
    "mmlu_management_v0.2": 0.0,
    "mmlu_marketing_v0.2": 0.0,
    "mmlu_medical_genetics_v0.2": 0.0,
    "mmlu_miscellaneous_v0.2": 0.0,
    "mmlu_moral_disputes_v0.2": 0.0,
    "mmlu_moral_scenarios_v0.2": 0.0,
    "mmlu_nutrition_v0.2": 0.0,
    "mmlu_philosophy_v0.2": 0.0,
    "mmlu_prehistory_v0.2": 0.0,
    "mmlu_professional_accounting_v0.2": 0.0,
    "mmlu_professional_law_v0.2": 0.0,
    "mmlu_professional_medicine_v0.2": 0.0,
    "mmlu_professional_psychology_v0.2": 0.0,
    "mmlu_public_relations_v0.2": 0.0,
    "mmlu_security_studies_v0.2": 0.0,
    "mmlu_sociology_v0.2": 0.0,
    "mmlu_us_foreign_policy_v0.2": 0.0,
    "mmlu_virology_v0.2": 0.0,
    "mmlu_world_religions_v0.2": 0.0,
    "truthfulqa_v0.2": "Yaml",
    "winogrande_tr": "Yaml"
  },
  "n-shot": {
    "arc_tr-v0.2": 25,
    "gsm8k_tr-v0.2": 5,
    "hellaswag_tr-v0.2": 10,
    "mmlu_abstract_algebra_v0.2": 5,
    "mmlu_anatomy_v0.2": 5,
    "mmlu_astronomy": 0,
    "mmlu_business_ethics_v0.2": 5,
    "mmlu_clinical_knowledge_v0.2": 5,
    "mmlu_college_biology_v0.2": 5,
    "mmlu_college_chemistry_v0.2": 5,
    "mmlu_college_computer_science_v0.2": 5,
    "mmlu_college_mathematics_v0.2": 5,
    "mmlu_college_medicine_v0.2": 5,
    "mmlu_college_physics_v0.2": 5,
    "mmlu_computer_security_v0.2": 5,
    "mmlu_conceptual_physics_v0.2": 5,
    "mmlu_econometrics_v0.2": 5,
    "mmlu_electrical_engineering_v0.2": 5,
    "mmlu_elementary_mathematics_v0.2": 5,
    "mmlu_formal_logic_v0.2": 5,
    "mmlu_global_facts_v0.2": 5,
    "mmlu_high_school_biology_v0.2": 5,
    "mmlu_high_school_chemistry_v0.2": 5,
    "mmlu_high_school_computer_science_v0.2": 5,
    "mmlu_high_school_european_history_v0.2": 5,
    "mmlu_high_school_geography_v0.2": 5,
    "mmlu_high_school_government_and_politics_v0.2": 5,
    "mmlu_high_school_macroeconomics_v0.2": 5,
    "mmlu_high_school_mathematics_v0.2": 5,
    "mmlu_high_school_microeconomics_v0.2": 5,
    "mmlu_high_school_physics_v0.2": 5,
    "mmlu_high_school_psychology_v0.2": 5,
    "mmlu_high_school_statistics_v0.2": 5,
    "mmlu_high_school_us_history_v0.2": 5,
    "mmlu_high_school_world_history_v0.2": 5,
    "mmlu_human_aging_v0.2": 5,
    "mmlu_human_sexuality_v0.2": 5,
    "mmlu_humanities_v0.2": 5,
    "mmlu_international_law_v0.2": 5,
    "mmlu_jurisprudence_v0.2": 5,
    "mmlu_logical_fallacies_v0.2": 5,
    "mmlu_machine_learning_v0.2": 5,
    "mmlu_management_v0.2": 5,
    "mmlu_marketing_v0.2": 5,
    "mmlu_medical_genetics_v0.2": 5,
    "mmlu_miscellaneous_v0.2": 5,
    "mmlu_moral_disputes_v0.2": 5,
    "mmlu_moral_scenarios_v0.2": 5,
    "mmlu_nutrition_v0.2": 5,
    "mmlu_other_v0.2": 5,
    "mmlu_philosophy_v0.2": 5,
    "mmlu_prehistory_v0.2": 5,
    "mmlu_professional_accounting_v0.2": 5,
    "mmlu_professional_law_v0.2": 5,
    "mmlu_professional_medicine_v0.2": 5,
    "mmlu_professional_psychology_v0.2": 5,
    "mmlu_public_relations_v0.2": 5,
    "mmlu_security_studies_v0.2": 5,
    "mmlu_social_sciences_v0.2": 5,
    "mmlu_sociology_v0.2": 5,
    "mmlu_stem_v0.2": 5,
    "mmlu_tr_v0.2": 0,
    "mmlu_us_foreign_policy_v0.2": 5,
    "mmlu_virology_v0.2": 5,
    "mmlu_world_religions_v0.2": 5,
    "truthfulqa_v0.2": 0,
    "winogrande_tr": 5
  },
  "config": {
    "model": "vllm",
    "model_args": "pretrained=Trendyol/Trendyol-LLM-7b-chat-v1.0,tensor_parallel_size=1,dtype=auto,gpu_memory_utilization=0.7,data_parallel_size=4",
    "batch_size": 1,
    "batch_sizes": [],
    "device": null,
    "use_cache": null,
    "limit": null,
    "bootstrap_iters": 100000,
    "gen_kwargs": null
  },
  "git_hash": "5c613fc6",
  "date": 1714236134.9323506,
  "pretty_env_info": "PyTorch version: 2.1.2+cu121\nIs debug build: False\nCUDA used to build PyTorch: 12.1\nROCM used to build PyTorch: N/A\n\nOS: Ubuntu 22.04.4 LTS (x86_64)\nGCC version: (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0\nClang version: Could not collect\nCMake version: version 3.29.2\nLibc version: glibc-2.35\n\nPython version: 3.10.12 (main, Nov 20 2023, 15:14:05) [GCC 11.4.0] (64-bit runtime)\nPython platform: Linux-6.2.0-1011-azure-x86_64-with-glibc2.35\nIs CUDA available: True\nCUDA runtime version: 12.4.131\nCUDA_MODULE_LOADING set to: LAZY\nGPU models and configuration: \nGPU 0: NVIDIA A100 80GB PCIe\nGPU 1: NVIDIA A100 80GB PCIe\nGPU 2: NVIDIA A100 80GB PCIe\nGPU 3: NVIDIA A100 80GB PCIe\n\nNvidia driver version: 550.54.15\ncuDNN version: Could not collect\nHIP runtime version: N/A\nMIOpen runtime version: N/A\nIs XNNPACK available: True\n\nCPU:\nArchitecture:                       x86_64\nCPU op-mode(s):                     32-bit, 64-bit\nAddress sizes:                      48 bits physical, 48 bits virtual\nByte Order:                         Little Endian\nCPU(s):                             96\nOn-line CPU(s) list:                0-95\nVendor ID:                          AuthenticAMD\nModel name:                         AMD EPYC 7V13 64-Core Processor\nCPU family:                         25\nModel:                              1\nThread(s) per core:                 1\nCore(s) per socket:                 48\nSocket(s):                          2\nStepping:                           1\nBogoMIPS:                           4890.87\nFlags:                              fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext perfctr_core invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat umip vaes vpclmulqdq rdpid fsrm\nHypervisor vendor:                  Microsoft\nVirtualization type:                full\nL1d cache:                          3 MiB (96 instances)\nL1i cache:                          3 MiB (96 instances)\nL2 cache:                           48 MiB (96 instances)\nL3 cache:                           384 MiB (12 instances)\nNUMA node(s):                       4\nNUMA node0 CPU(s):                  0-23\nNUMA node1 CPU(s):                  24-47\nNUMA node2 CPU(s):                  48-71\nNUMA node3 CPU(s):                  72-95\nVulnerability Gather data sampling: Not affected\nVulnerability Itlb multihit:        Not affected\nVulnerability L1tf:                 Not affected\nVulnerability Mds:                  Not affected\nVulnerability Meltdown:             Not affected\nVulnerability Mmio stale data:      Not affected\nVulnerability Retbleed:             Not affected\nVulnerability Spec store bypass:    Vulnerable\nVulnerability Spectre v1:           Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2:           Mitigation; Retpolines, STIBP disabled, RSB filling, PBRSB-eIBRS Not affected\nVulnerability Srbds:                Not affected\nVulnerability Tsx async abort:      Not affected\n\nVersions of relevant libraries:\n[pip3] numpy==1.26.4\n[pip3] torch==2.1.2\n[pip3] triton==2.1.0\n[conda] No relevant packages",
  "transformers_version": "4.39.1",
  "upper_git_hash": null
}