diff --git "a/Eurdem/Pinokio_v1.0/results_2024-07-14T09-06-36.405010.json" "b/Eurdem/Pinokio_v1.0/results_2024-07-14T09-06-36.405010.json"
--- "a/Eurdem/Pinokio_v1.0/results_2024-07-14T09-06-36.405010.json"
+++ "b/Eurdem/Pinokio_v1.0/results_2024-07-14T09-06-36.405010.json"
@@ -1,3421 +1,26 @@
 {
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-      "repeats": 1,
-      "should_decontaminate": true,
-      "doc_to_decontamination_query": "Soru: {{question}}\nCevap:",
-      "metadata": {
-        "version": 1.0
-      }
-    },
-    "gsm8k_tr-v0.2": {
-      "task": "gsm8k_tr-v0.2",
-      "group": [
-        "math_word_problems"
-      ],
-      "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": [
-            ",",
-            "\\$",
-            "(?s).*#### ",
-            "\\.$"
-          ]
-        }
-      ],
-      "output_type": "generate_until",
-      "generation_kwargs": {
-        "until": [
-          "Question:",
-          "</s>",
-          "<|im_end|>"
-        ],
-        "do_sample": false,
-        "temperature": 0.0
-      },
-      "repeats": 1,
-      "filter_list": [
-        {
-          "name": "strict-match",
-          "filter": [
-            {
-              "function": "regex",
-              "regex_pattern": "#### (\\-?[0-9\\.\\,]+)"
-            },
-            {
-              "function": "take_first"
-            }
-          ]
+        "Truthful_qa": {
+            "metric_name": 0.4887693221380527
         },
-        {
-          "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
+        "ARC": {
+            "metric_name": 0.38054607508532423
         },
-        {
-          "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-v0.2": {
-      "task": "winogrande_tr-v0.2",
-      "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": 10,
-      "metric_list": [
-        {
-          "metric": "acc",
-          "aggregation": "mean",
-          "higher_is_better": true
+        "HellaSwag": {
+            "metric_name": 0.4242971660833239
+        },
+        "GSM8K": {
+            "metric_name": 0.040242976461655276
+        },
+        "Winogrande": {
+            "metric_name": 0.5268562401263823
         }
-      ],
-      "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-v0.2": "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-v0.2": 10
-  },
-  "higher_is_better": {
-    "arc_tr-v0.2": {
-      "acc": true,
-      "acc_norm": true
-    },
-    "gsm8k_tr-v0.2": {
-      "exact_match": true
-    },
-    "hellaswag_tr-v0.2": {
-      "acc": true,
-      "acc_norm": true
-    },
-    "mmlu_abstract_algebra_v0.2": {
-      "acc": true
-    },
-    "mmlu_anatomy_v0.2": {
-      "acc": true
-    },
-    "mmlu_astronomy": {
-      "acc": true
-    },
-    "mmlu_business_ethics_v0.2": {
-      "acc": true
-    },
-    "mmlu_clinical_knowledge_v0.2": {
-      "acc": true
-    },
-    "mmlu_college_biology_v0.2": {
-      "acc": true
-    },
-    "mmlu_college_chemistry_v0.2": {
-      "acc": true
-    },
-    "mmlu_college_computer_science_v0.2": {
-      "acc": true
-    },
-    "mmlu_college_mathematics_v0.2": {
-      "acc": true
-    },
-    "mmlu_college_medicine_v0.2": {
-      "acc": true
-    },
-    "mmlu_college_physics_v0.2": {
-      "acc": true
-    },
-    "mmlu_computer_security_v0.2": {
-      "acc": true
-    },
-    "mmlu_conceptual_physics_v0.2": {
-      "acc": true
-    },
-    "mmlu_econometrics_v0.2": {
-      "acc": true
-    },
-    "mmlu_electrical_engineering_v0.2": {
-      "acc": true
-    },
-    "mmlu_elementary_mathematics_v0.2": {
-      "acc": true
-    },
-    "mmlu_formal_logic_v0.2": {
-      "acc": true
-    },
-    "mmlu_global_facts_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_biology_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_chemistry_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_computer_science_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_european_history_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_geography_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_government_and_politics_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_macroeconomics_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_mathematics_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_microeconomics_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_physics_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_psychology_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_statistics_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_us_history_v0.2": {
-      "acc": true
-    },
-    "mmlu_high_school_world_history_v0.2": {
-      "acc": true
-    },
-    "mmlu_human_aging_v0.2": {
-      "acc": true
-    },
-    "mmlu_human_sexuality_v0.2": {
-      "acc": true
-    },
-    "mmlu_humanities_v0.2": {
-      "acc": true
-    },
-    "mmlu_international_law_v0.2": {
-      "acc": true
-    },
-    "mmlu_jurisprudence_v0.2": {
-      "acc": true
-    },
-    "mmlu_logical_fallacies_v0.2": {
-      "acc": true
-    },
-    "mmlu_machine_learning_v0.2": {
-      "acc": true
-    },
-    "mmlu_management_v0.2": {
-      "acc": true
-    },
-    "mmlu_marketing_v0.2": {
-      "acc": true
-    },
-    "mmlu_medical_genetics_v0.2": {
-      "acc": true
-    },
-    "mmlu_miscellaneous_v0.2": {
-      "acc": true
-    },
-    "mmlu_moral_disputes_v0.2": {
-      "acc": true
-    },
-    "mmlu_moral_scenarios_v0.2": {
-      "acc": true
-    },
-    "mmlu_nutrition_v0.2": {
-      "acc": true
-    },
-    "mmlu_other_v0.2": {
-      "acc": true
-    },
-    "mmlu_philosophy_v0.2": {
-      "acc": true
-    },
-    "mmlu_prehistory_v0.2": {
-      "acc": true
-    },
-    "mmlu_professional_accounting_v0.2": {
-      "acc": true
-    },
-    "mmlu_professional_law_v0.2": {
-      "acc": true
-    },
-    "mmlu_professional_medicine_v0.2": {
-      "acc": true
-    },
-    "mmlu_professional_psychology_v0.2": {
-      "acc": true
-    },
-    "mmlu_public_relations_v0.2": {
-      "acc": true
-    },
-    "mmlu_security_studies_v0.2": {
-      "acc": true
-    },
-    "mmlu_social_sciences_v0.2": {
-      "acc": true
-    },
-    "mmlu_sociology_v0.2": {
-      "acc": true
-    },
-    "mmlu_stem_v0.2": {
-      "acc": true
-    },
-    "mmlu_tr_v0.2": {
-      "acc": true
-    },
-    "mmlu_us_foreign_policy_v0.2": {
-      "acc": true
-    },
-    "mmlu_virology_v0.2": {
-      "acc": true
-    },
-    "mmlu_world_religions_v0.2": {
-      "acc": true
-    },
-    "truthfulqa_v0.2": {
-      "acc": true
-    },
-    "winogrande_tr-v0.2": {
-      "acc": true
-    }
-  },
-  "n-samples": {
-    "winogrande_tr-v0.2": {
-      "original": 1266,
-      "effective": 1266
-    },
-    "truthfulqa_v0.2": {
-      "original": 817,
-      "effective": 817
-    },
-    "mmlu_formal_logic_v0.2": {
-      "original": 126,
-      "effective": 126
-    },
-    "mmlu_moral_disputes_v0.2": {
-      "original": 308,
-      "effective": 308
-    },
-    "mmlu_international_law_v0.2": {
-      "original": 121,
-      "effective": 121
-    },
-    "mmlu_philosophy_v0.2": {
-      "original": 299,
-      "effective": 299
-    },
-    "mmlu_world_religions_v0.2": {
-      "original": 168,
-      "effective": 168
-    },
-    "mmlu_jurisprudence_v0.2": {
-      "original": 106,
-      "effective": 106
-    },
-    "mmlu_moral_scenarios_v0.2": {
-      "original": 872,
-      "effective": 872
-    },
-    "mmlu_high_school_european_history_v0.2": {
-      "original": 150,
-      "effective": 150
-    },
-    "mmlu_high_school_us_history_v0.2": {
-      "original": 179,
-      "effective": 179
-    },
-    "mmlu_prehistory_v0.2": {
-      "original": 300,
-      "effective": 300
-    },
-    "mmlu_professional_law_v0.2": {
-      "original": 1388,
-      "effective": 1388
-    },
-    "mmlu_logical_fallacies_v0.2": {
-      "original": 161,
-      "effective": 161
-    },
-    "mmlu_high_school_world_history_v0.2": {
-      "original": 213,
-      "effective": 213
-    },
-    "mmlu_high_school_psychology_v0.2": {
-      "original": 533,
-      "effective": 533
-    },
-    "mmlu_professional_psychology_v0.2": {
-      "original": 594,
-      "effective": 594
-    },
-    "mmlu_high_school_geography_v0.2": {
-      "original": 197,
-      "effective": 197
-    },
-    "mmlu_security_studies_v0.2": {
-      "original": 234,
-      "effective": 234
-    },
-    "mmlu_human_sexuality_v0.2": {
-      "original": 115,
-      "effective": 115
-    },
-    "mmlu_high_school_government_and_politics_v0.2": {
-      "original": 187,
-      "effective": 187
-    },
-    "mmlu_sociology_v0.2": {
-      "original": 195,
-      "effective": 195
-    },
-    "mmlu_public_relations_v0.2": {
-      "original": 108,
-      "effective": 108
-    },
-    "mmlu_us_foreign_policy_v0.2": {
-      "original": 99,
-      "effective": 99
-    },
-    "mmlu_econometrics_v0.2": {
-      "original": 114,
-      "effective": 114
-    },
-    "mmlu_high_school_microeconomics_v0.2": {
-      "original": 237,
-      "effective": 237
-    },
-    "mmlu_high_school_macroeconomics_v0.2": {
-      "original": 390,
-      "effective": 390
-    },
-    "mmlu_human_aging_v0.2": {
-      "original": 212,
-      "effective": 212
-    },
-    "mmlu_marketing_v0.2": {
-      "original": 217,
-      "effective": 217
-    },
-    "mmlu_virology_v0.2": {
-      "original": 159,
-      "effective": 159
-    },
-    "mmlu_professional_medicine_v0.2": {
-      "original": 261,
-      "effective": 261
-    },
-    "mmlu_business_ethics_v0.2": {
-      "original": 99,
-      "effective": 99
-    },
-    "mmlu_global_facts_v0.2": {
-      "original": 98,
-      "effective": 98
-    },
-    "mmlu_medical_genetics_v0.2": {
-      "original": 95,
-      "effective": 95
-    },
-    "mmlu_miscellaneous_v0.2": {
-      "original": 766,
-      "effective": 766
-    },
-    "mmlu_professional_accounting_v0.2": {
-      "original": 279,
-      "effective": 279
-    },
-    "mmlu_clinical_knowledge_v0.2": {
-      "original": 256,
-      "effective": 256
-    },
-    "mmlu_management_v0.2": {
-      "original": 99,
-      "effective": 99
-    },
-    "mmlu_nutrition_v0.2": {
-      "original": 305,
-      "effective": 305
-    },
-    "mmlu_college_medicine_v0.2": {
-      "original": 168,
-      "effective": 168
-    },
-    "mmlu_abstract_algebra_v0.2": {
-      "original": 100,
-      "effective": 100
-    },
-    "mmlu_conceptual_physics_v0.2": {
-      "original": 233,
-      "effective": 233
-    },
-    "mmlu_college_biology_v0.2": {
-      "original": 142,
-      "effective": 142
-    },
-    "mmlu_high_school_chemistry_v0.2": {
-      "original": 197,
-      "effective": 197
-    },
-    "mmlu_electrical_engineering_v0.2": {
-      "original": 144,
-      "effective": 144
-    },
-    "mmlu_high_school_computer_science_v0.2": {
-      "original": 100,
-      "effective": 100
-    },
-    "mmlu_machine_learning_v0.2": {
-      "original": 112,
-      "effective": 112
-    },
-    "mmlu_college_chemistry_v0.2": {
-      "original": 99,
-      "effective": 99
-    },
-    "mmlu_high_school_statistics_v0.2": {
-      "original": 216,
-      "effective": 216
-    },
-    "mmlu_college_mathematics_v0.2": {
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-  "config": {
-    "model": "vllm",
-    "model_args": "pretrained=Eurdem/Pinokio_v1.0,tensor_parallel_size=1,dtype=auto,gpu_memory_utilization=0.7,data_parallel_size=4",
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-    "device": "cuda",
-    "use_cache": null,
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-    "bootstrap_iters": 100000,
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-    "numpy_seed": 1234,
-    "torch_seed": 1234,
-    "fewshot_seed": 1234
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-  "git_hash": null,
-  "date": 1720940384.8605607,
-  "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: Could not collect\nLibc version: glibc-2.35\n\nPython version: 3.10.3 (main, Mar 28 2022, 09:30:03) [GCC 7.5.0] (64-bit runtime)\nPython platform: Linux-6.2.0-1011-azure-x86_64-with-glibc2.35\nIs CUDA available: True\nCUDA runtime version: 11.5.119\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: Probably one of the following:\n/usr/lib/x86_64-linux-gnu/libcudnn.so.8.9.7\n/usr/lib/x86_64-linux-gnu/libcudnn.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_adv.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_adv_infer.so.8.9.7\n/usr/lib/x86_64-linux-gnu/libcudnn_adv_train.so.8.9.7\n/usr/lib/x86_64-linux-gnu/libcudnn_cnn.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_cnn_infer.so.8.9.7\n/usr/lib/x86_64-linux-gnu/libcudnn_cnn_train.so.8.9.7\n/usr/lib/x86_64-linux-gnu/libcudnn_engines_precompiled.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_engines_runtime_compiled.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_graph.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_heuristic.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_ops.so.9.2.1\n/usr/lib/x86_64-linux-gnu/libcudnn_ops_infer.so.8.9.7\n/usr/lib/x86_64-linux-gnu/libcudnn_ops_train.so.8.9.7\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:                           4890.89\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] torch                     2.1.2                    pypi_0    pypi\n[conda] triton                    2.1.0                    pypi_0    pypi",
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-  "upper_git_hash": null,
-  "task_hashes": {},
-  "model_source": "vllm",
-  "model_name": "Eurdem/Pinokio_v1.0",
-  "model_name_sanitized": "Eurdem__Pinokio_v1.0",
-  "system_instruction": null,
-  "system_instruction_sha": null,
-  "fewshot_as_multiturn": false,
-  "chat_template": null,
-  "chat_template_sha": null,
-  "start_time": 405184.832847059,
-  "end_time": 412803.415109427,
-  "total_evaluation_time_seconds": "7618.582262368"
 }
\ No newline at end of file