Dataset Card for Evaluation run of NovusResearch/Novus-7b-tr_v1 ## Dataset Summary Dataset automatically created during the evaluation run of model NovusResearch/Novus-7b-tr_v1 on the Open LLM Turkish Leaderboardv0.2. ```python { "results": { "winogrande_tr-v0.2": { "acc,none": 0.5355450236966824, "acc_stderr,none": 0.01402247071006201, "alias": "winogrande_tr-v0.2" }, "truthfulqa_v0.2": { "acc,none": 0.4885051906710711, "acc_stderr,none": 0.015768652311999566, "alias": "truthfulqa_v0.2" }, "mmlu_tr_v0.2": { "acc,none": 0.43082156326258964, "acc_stderr,none": 0.004174591802570225, "alias": "mmlu_tr_v0.2" }, "mmlu_humanities_v0.2": { "alias": " - humanities_v0.2", "acc,none": 0.40218629013892054, "acc_stderr,none": 0.007232346019717871 }, "mmlu_formal_logic_v0.2": { "alias": " - formal_logic_v0.2", "acc,none": 0.36507936507936506, "acc_stderr,none": 0.04306241259127154 }, "mmlu_high_school_european_history_v0.2": { "alias": " - high_school_european_history_v0.2", "acc,none": 0.5666666666666667, "acc_stderr,none": 0.04059586016811274 }, "mmlu_high_school_us_history_v0.2": { "alias": " - high_school_us_history_v0.2", "acc,none": 0.4748603351955307, "acc_stderr,none": 0.03742918386493421 }, "mmlu_high_school_world_history_v0.2": { "alias": " - high_school_world_history_v0.2", "acc,none": 0.5492957746478874, "acc_stderr,none": 0.034172835303063566 }, "mmlu_international_law_v0.2": { "alias": " - international_law_v0.2", "acc,none": 0.6033057851239669, "acc_stderr,none": 0.04465869780531009 }, "mmlu_jurisprudence_v0.2": { "alias": " - jurisprudence_v0.2", "acc,none": 0.5188679245283019, "acc_stderr,none": 0.048760249366915184 }, "mmlu_logical_fallacies_v0.2": { "alias": " - logical_fallacies_v0.2", "acc,none": 0.40372670807453415, "acc_stderr,none": 0.03878880744346832 }, "mmlu_moral_disputes_v0.2": { "alias": " - moral_disputes_v0.2", "acc,none": 0.474025974025974, "acc_stderr,none": 0.02849797695401096 }, "mmlu_moral_scenarios_v0.2": { "alias": " - moral_scenarios_v0.2", "acc,none": 0.30160550458715596, "acc_stderr,none": 0.015551094415874425 }, "mmlu_philosophy_v0.2": { "alias": " - philosophy_v0.2", "acc,none": 0.5250836120401338, "acc_stderr,none": 0.028927751498085054 }, "mmlu_prehistory_v0.2": { "alias": " - prehistory_v0.2", "acc,none": 0.48333333333333334, "acc_stderr,none": 0.028899677829858885 }, "mmlu_professional_law_v0.2": { "alias": " - professional_law_v0.2", "acc,none": 0.31051873198847263, "acc_stderr,none": 0.01242415632832327 }, "mmlu_world_religions_v0.2": { "alias": " - world_religions_v0.2", "acc,none": 0.5833333333333334, "acc_stderr,none": 0.03814999984740004 }, "mmlu_other_v0.2": { "alias": " - other_v0.2", "acc,none": 0.47777040477770405, "acc_stderr,none": 0.008883749561788206 }, "mmlu_business_ethics_v0.2": { "alias": " - business_ethics_v0.2", "acc,none": 0.43434343434343436, "acc_stderr,none": 0.05007027870966083 }, "mmlu_clinical_knowledge_v0.2": { "alias": " - clinical_knowledge_v0.2", "acc,none": 0.5078125, "acc_stderr,none": 0.03130739215119687 }, "mmlu_college_medicine_v0.2": { "alias": " - college_medicine_v0.2", "acc,none": 0.4166666666666667, "acc_stderr,none": 0.038149999847400036 }, "mmlu_global_facts_v0.2": { "alias": " - global_facts_v0.2", "acc,none": 0.22448979591836735, "acc_stderr,none": 0.04236490079110509 }, "mmlu_human_aging_v0.2": { "alias": " - human_aging_v0.2", "acc,none": 0.5141509433962265, "acc_stderr,none": 0.03440763105600619 }, "mmlu_management_v0.2": { "alias": " - management_v0.2", "acc,none": 0.5656565656565656, "acc_stderr,none": 0.05007027870966083 }, "mmlu_marketing_v0.2": { "alias": " - marketing_v0.2", "acc,none": 0.6451612903225806, "acc_stderr,none": 0.032555380151585905 }, "mmlu_medical_genetics_v0.2": { "alias": " - medical_genetics_v0.2", "acc,none": 0.5052631578947369, "acc_stderr,none": 0.05156820511122477 }, "mmlu_miscellaneous_v0.2": { "alias": " - miscellaneous_v0.2", "acc,none": 0.5783289817232375, "acc_stderr,none": 0.017854333269534662 }, "mmlu_nutrition_v0.2": { "alias": " - nutrition_v0.2", "acc,none": 0.4918032786885246, "acc_stderr,none": 0.02867311307973662 }, "mmlu_professional_accounting_v0.2": { "alias": " - professional_accounting_v0.2", "acc,none": 0.3154121863799283, "acc_stderr,none": 0.027869643826017403 }, "mmlu_professional_medicine_v0.2": { "alias": " - professional_medicine_v0.2", "acc,none": 0.3333333333333333, "acc_stderr,none": 0.029235267310234354 }, "mmlu_virology_v0.2": { "alias": " - virology_v0.2", "acc,none": 0.33962264150943394, "acc_stderr,none": 0.03767609312195345 }, "mmlu_social_sciences_v0.2": { "alias": " - social_sciences_v0.2", "acc,none": 0.46653346653346656, "acc_stderr,none": 0.008987563549766611 }, "mmlu_econometrics_v0.2": { "alias": " - econometrics_v0.2", "acc,none": 0.34210526315789475, "acc_stderr,none": 0.04462917535336937 }, "mmlu_high_school_geography_v0.2": { "alias": " - high_school_geography_v0.2", "acc,none": 0.5634517766497462, "acc_stderr,none": 0.03542553789144082 }, "mmlu_high_school_government_and_politics_v0.2": { "alias": " - high_school_government_and_politics_v0.2", "acc,none": 0.48128342245989303, "acc_stderr,none": 0.03663608375537842 }, "mmlu_high_school_macroeconomics_v0.2": { "alias": " - high_school_macroeconomics_v0.2", "acc,none": 0.40512820512820513, "acc_stderr,none": 0.024890471769938145 }, "mmlu_high_school_microeconomics_v0.2": { "alias": " - high_school_microeconomics_v0.2", "acc,none": 0.4219409282700422, "acc_stderr,none": 0.032148146302403695 }, "mmlu_high_school_psychology_v0.2": { "alias": " - high_school_psychology_v0.2", "acc,none": 0.5290806754221389, "acc_stderr,none": 0.0216410530540354 }, "mmlu_human_sexuality_v0.2": { "alias": " - human_sexuality_v0.2", "acc,none": 0.5217391304347826, "acc_stderr,none": 0.04678500755208441 }, "mmlu_professional_psychology_v0.2": { "alias": " - professional_psychology_v0.2", "acc,none": 0.3569023569023569, "acc_stderr,none": 0.01967368983532993 }, "mmlu_public_relations_v0.2": { "alias": " - public_relations_v0.2", "acc,none": 0.5, "acc_stderr,none": 0.04833682445228318 }, "mmlu_security_studies_v0.2": { "alias": " - security_studies_v0.2", "acc,none": 0.49145299145299143, "acc_stderr,none": 0.032751303000970296 }, "mmlu_sociology_v0.2": { "alias": " - sociology_v0.2", "acc,none": 0.5948717948717949, "acc_stderr,none": 0.03524577495610961 }, "mmlu_us_foreign_policy_v0.2": { "alias": " - us_foreign_policy_v0.2", "acc,none": 0.6464646464646465, "acc_stderr,none": 0.048292065023611885 }, "mmlu_stem_v0.2": { "alias": " - stem_v0.2", "acc,none": 0.3913322632423756, "acc_stderr,none": 0.008691765752085577 }, "mmlu_abstract_algebra_v0.2": { "alias": " - abstract_algebra_v0.2", "acc,none": 0.34, "acc_stderr,none": 0.04760952285695236 }, "mmlu_anatomy_v0.2": { "alias": " - anatomy_v0.2", "acc,none": 0.3969465648854962, "acc_stderr,none": 0.04291135671009224 }, "mmlu_astronomy": { "alias": " - astronomy", "acc,none": 0.423841059602649, "acc_stderr,none": 0.04034846678603397 }, "mmlu_college_biology_v0.2": { "alias": " - college_biology_v0.2", "acc,none": 0.39436619718309857, "acc_stderr,none": 0.041157154243307126 }, "mmlu_college_chemistry_v0.2": { "alias": " - college_chemistry_v0.2", "acc,none": 0.3434343434343434, "acc_stderr,none": 0.047967590587574785 }, "mmlu_college_computer_science_v0.2": { "alias": " - college_computer_science_v0.2", "acc,none": 0.43434343434343436, "acc_stderr,none": 0.05007027870966083 }, "mmlu_college_mathematics_v0.2": { "alias": " - college_mathematics_v0.2", "acc,none": 0.35, "acc_stderr,none": 0.04793724854411019 }, "mmlu_college_physics_v0.2": { "alias": " - college_physics_v0.2", "acc,none": 0.36633663366336633, "acc_stderr,none": 0.048180297269688914 }, "mmlu_computer_security_v0.2": { "alias": " - computer_security_v0.2", "acc,none": 0.53, "acc_stderr,none": 0.05016135580465919 }, "mmlu_conceptual_physics_v0.2": { "alias": " - conceptual_physics_v0.2", "acc,none": 0.37339055793991416, "acc_stderr,none": 0.03175675662435353 }, "mmlu_electrical_engineering_v0.2": { "alias": " - electrical_engineering_v0.2", "acc,none": 0.4513888888888889, "acc_stderr,none": 0.041614023984032786 }, "mmlu_elementary_mathematics_v0.2": { "alias": " - elementary_mathematics_v0.2", "acc,none": 0.3646112600536193, "acc_stderr,none": 0.024955330474160212 }, "mmlu_high_school_biology_v0.2": { "alias": " - high_school_biology_v0.2", "acc,none": 0.49, "acc_stderr,none": 0.02890996287056168 }, "mmlu_high_school_chemistry_v0.2": { "alias": " - high_school_chemistry_v0.2", "acc,none": 0.40609137055837563, "acc_stderr,none": 0.035078713915729774 }, "mmlu_high_school_computer_science_v0.2": { "alias": " - high_school_computer_science_v0.2", "acc,none": 0.53, "acc_stderr,none": 0.05016135580465919 }, "mmlu_high_school_mathematics_v0.2": { "alias": " - high_school_mathematics_v0.2", "acc,none": 0.37037037037037035, "acc_stderr,none": 0.02944316932303154 }, "mmlu_high_school_physics_v0.2": { "alias": " - high_school_physics_v0.2", "acc,none": 0.25170068027210885, "acc_stderr,none": 0.035917280137616484 }, "mmlu_high_school_statistics_v0.2": { "alias": " - high_school_statistics_v0.2", "acc,none": 0.33796296296296297, "acc_stderr,none": 0.032259413526312945 }, "mmlu_machine_learning_v0.2": { "alias": " - machine_learning_v0.2", "acc,none": 0.29464285714285715, "acc_stderr,none": 0.04327040932578728 }, "hellaswag_tr-v0.2": { "acc,none": 0.33623122953596024, "acc_stderr,none": 0.0050200567669717415, "acc_norm,none": 0.39742576493169246, "acc_norm_stderr,none": 0.005200133396551858, "alias": "hellaswag_tr-v0.2" }, "gsm8k_tr-v0.2": { "exact_match,strict-match": 0.2968868640850418, "exact_match_stderr,strict-match": 0.012594477429270575, "exact_match,flexible-extract": 0.05466970387243736, "exact_match_stderr,flexible-extract": 0.006266675465610908, "alias": "gsm8k_tr-v0.2" }, "arc_tr-v0.2": { "acc,none": 0.3037542662116041, "acc_stderr,none": 0.01343890918477876, "acc_norm,none": 0.36689419795221845, "acc_norm_stderr,none": 0.014084133118104289, "alias": "arc_tr-v0.2" } }, "groups": { "mmlu_tr_v0.2": { "acc,none": 0.43082156326258964, "acc_stderr,none": 0.004174591802570225, "alias": "mmlu_tr_v0.2" }, "mmlu_humanities_v0.2": { "alias": " - humanities_v0.2", "acc,none": 0.40218629013892054, "acc_stderr,none": 0.007232346019717871 }, "mmlu_other_v0.2": { "alias": " - other_v0.2", "acc,none": 0.47777040477770405, "acc_stderr,none": 0.008883749561788206 }, "mmlu_social_sciences_v0.2": { "alias": " - social_sciences_v0.2", "acc,none": 0.46653346653346656, "acc_stderr,none": 0.008987563549766611 }, "mmlu_stem_v0.2": { "alias": " - stem_v0.2", "acc,none": 0.3913322632423756, "acc_stderr,none": 0.008691765752085577 } }, "group_subtasks": { "arc_tr-v0.2": [], "gsm8k_tr-v0.2": [], "hellaswag_tr-v0.2": [], "mmlu_stem_v0.2": [ "mmlu_abstract_algebra_v0.2", "mmlu_conceptual_physics_v0.2", "mmlu_college_biology_v0.2", "mmlu_high_school_chemistry_v0.2", "mmlu_electrical_engineering_v0.2", "mmlu_high_school_computer_science_v0.2", "mmlu_machine_learning_v0.2", "mmlu_college_chemistry_v0.2", "mmlu_high_school_statistics_v0.2", "mmlu_college_mathematics_v0.2", "mmlu_high_school_physics_v0.2", "mmlu_college_computer_science_v0.2", "mmlu_anatomy_v0.2", "mmlu_computer_security_v0.2", "mmlu_high_school_mathematics_v0.2", "mmlu_astronomy", "mmlu_college_physics_v0.2", "mmlu_high_school_biology_v0.2", "mmlu_elementary_mathematics_v0.2" ], "mmlu_other_v0.2": [ "mmlu_human_aging_v0.2", "mmlu_marketing_v0.2", "mmlu_virology_v0.2", "mmlu_professional_medicine_v0.2", "mmlu_business_ethics_v0.2", "mmlu_global_facts_v0.2", "mmlu_medical_genetics_v0.2", "mmlu_miscellaneous_v0.2", "mmlu_professional_accounting_v0.2", "mmlu_clinical_knowledge_v0.2", "mmlu_management_v0.2", "mmlu_nutrition_v0.2", "mmlu_college_medicine_v0.2" ], "mmlu_social_sciences_v0.2": [ "mmlu_high_school_psychology_v0.2", "mmlu_professional_psychology_v0.2", "mmlu_high_school_geography_v0.2", "mmlu_security_studies_v0.2", "mmlu_human_sexuality_v0.2", "mmlu_high_school_government_and_politics_v0.2", "mmlu_sociology_v0.2", "mmlu_public_relations_v0.2", "mmlu_us_foreign_policy_v0.2", "mmlu_econometrics_v0.2", "mmlu_high_school_microeconomics_v0.2", "mmlu_high_school_macroeconomics_v0.2" ], "mmlu_humanities_v0.2": [ "mmlu_formal_logic_v0.2", "mmlu_moral_disputes_v0.2", "mmlu_international_law_v0.2", "mmlu_philosophy_v0.2", "mmlu_world_religions_v0.2", "mmlu_jurisprudence_v0.2", "mmlu_moral_scenarios_v0.2", "mmlu_high_school_european_history_v0.2", "mmlu_high_school_us_history_v0.2", "mmlu_prehistory_v0.2", "mmlu_professional_law_v0.2", "mmlu_logical_fallacies_v0.2", "mmlu_high_school_world_history_v0.2" ], "mmlu_tr_v0.2": [ "mmlu_humanities_v0.2", "mmlu_social_sciences_v0.2", "mmlu_other_v0.2", "mmlu_stem_v0.2" ], "truthfulqa_v0.2": [], "winogrande_tr-v0.2": [] }, "configs": { "arc_tr-v0.2": { "task": "arc_tr-v0.2", "group": [ "ai2_arc" ], "dataset_path": "malhajar/arc-tr-v0.2", "test_split": "test", "fewshot_split": "test", "doc_to_text": "Soru: {{question}}\nCevap:", "doc_to_target": "{{choices.label.index(answerKey)}}", "doc_to_choice": "{{choices.text}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 25, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": 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:", "", "<|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" } ] }, { "name": "flexible-extract", "filter": [ { "function": "regex", "group_select": -1, "regex_pattern": "(-?[$0-9.,]{2,})|(-?[0-9]+)" }, { "function": "take_first" } ] } ], "should_decontaminate": false }, "hellaswag_tr-v0.2": { "task": "hellaswag_tr-v0.2", "group": [ "multiple_choice" ], "dataset_path": "malhajar/hellaswag_tr-v0.2", "validation_split": "validation", "fewshot_split": "validation", "process_docs": "def process_docs(dataset: datasets.Dataset) -> datasets.Dataset:\n def _process_doc(doc):\n ctx = doc[\"ctx_a\"] + \" \" + doc[\"ctx_b\"].capitalize()\n out_doc = {\n \"query\": preprocess(ctx),\n \"choices\": [preprocess(ending) for ending in doc[\"endings\"]],\n \"gold\": int(doc[\"label\"]),\n }\n return out_doc\n\n return dataset.map(_process_doc)\n", "doc_to_text": "{{query}}", "doc_to_target": "{{label}}", "doc_to_choice": "{{choices}}", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 10, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false }, "mmlu_abstract_algebra_v0.2": { "task": "mmlu_abstract_algebra_v0.2", "task_alias": "abstract_algebra_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "abstract_algebra", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda soyut cebir hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_anatomy_v0.2": { "task": "mmlu_anatomy_v0.2", "task_alias": "anatomy_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "anatomy", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda anatomiyi konu alan çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_astronomy": { "task": "mmlu_astronomy", "task_alias": "astronomy", "group": "mmlu_stem", "dataset_path": "malhajar/mmlu-tr", "dataset_name": "astronomy", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nAnswer:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "The following are multiple choice questions (with answers) about astronomy.\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_business_ethics_v0.2": { "task": "mmlu_business_ethics_v0.2", "task_alias": "business_ethics_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "business_ethics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda iş etiği hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_clinical_knowledge_v0.2": { "task": "mmlu_clinical_knowledge_v0.2", "task_alias": "clinical_knowledge_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "clinical_knowledge", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda klinik bilgi hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_college_biology_v0.2": { "task": "mmlu_college_biology_v0.2", "task_alias": "college_biology_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "college_biology", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda üniversite biyolojisi hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_college_chemistry_v0.2": { "task": "mmlu_college_chemistry_v0.2", "task_alias": "college_chemistry_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "college_chemistry", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda üniversite kimyası hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_college_computer_science_v0.2": { "task": "mmlu_college_computer_science_v0.2", "task_alias": "college_computer_science_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "college_computer_science", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda üniversite bilgisayar bilimleri hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_college_mathematics_v0.2": { "task": "mmlu_college_mathematics_v0.2", "task_alias": "college_mathematics_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "college_mathematics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda üniversite matematiği hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_college_medicine_v0.2": { "task": "mmlu_college_medicine_v0.2", "task_alias": "college_medicine_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "college_medicine", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda üniversite tıbbı hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_college_physics_v0.2": { "task": "mmlu_college_physics_v0.2", "task_alias": "college_physics_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "college_physics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda üniversite fizik hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_computer_security_v0.2": { "task": "mmlu_computer_security_v0.2", "task_alias": "computer_security_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "computer_security", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda bilgisayar güvenliği hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_conceptual_physics_v0.2": { "task": "mmlu_conceptual_physics_v0.2", "task_alias": "conceptual_physics_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "conceptual_physics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, kavramsal fizik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_econometrics_v0.2": { "task": "mmlu_econometrics_v0.2", "task_alias": "econometrics_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "econometrics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, ekonometri hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_electrical_engineering_v0.2": { "task": "mmlu_electrical_engineering_v0.2", "task_alias": "electrical_engineering_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "electrical_engineering", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, elektrik mühendisliği hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_elementary_mathematics_v0.2": { "task": "mmlu_elementary_mathematics_v0.2", "task_alias": "elementary_mathematics_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "elementary_mathematics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, ilköğretim matematiği hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_formal_logic_v0.2": { "task": "mmlu_formal_logic_v0.2", "task_alias": "formal_logic_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "formal_logic", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, formal mantık hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_global_facts_v0.2": { "task": "mmlu_global_facts_v0.2", "task_alias": "global_facts_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "global_facts", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, küresel gerçekler hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_biology_v0.2": { "task": "mmlu_high_school_biology_v0.2", "task_alias": "high_school_biology_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_biology", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise biyolojisi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_chemistry_v0.2": { "task": "mmlu_high_school_chemistry_v0.2", "task_alias": "high_school_chemistry_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_chemistry", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise kimyası hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_computer_science_v0.2": { "task": "mmlu_high_school_computer_science_v0.2", "task_alias": "high_school_computer_science_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_computer_science", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise bilgisayar bilimi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_european_history_v0.2": { "task": "mmlu_high_school_european_history_v0.2", "task_alias": "high_school_european_history_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_european_history", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise Avrupa tarihi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_geography_v0.2": { "task": "mmlu_high_school_geography_v0.2", "task_alias": "high_school_geography_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_geography", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise coğrafya hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_government_and_politics_v0.2": { "task": "mmlu_high_school_government_and_politics_v0.2", "task_alias": "high_school_government_and_politics_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_government_and_politics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise hükümet ve siyaset hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_macroeconomics_v0.2": { "task": "mmlu_high_school_macroeconomics_v0.2", "task_alias": "high_school_macroeconomics_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_macroeconomics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise makroekonomi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_mathematics_v0.2": { "task": "mmlu_high_school_mathematics_v0.2", "task_alias": "high_school_mathematics_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_mathematics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise matematik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_microeconomics_v0.2": { "task": "mmlu_high_school_microeconomics_v0.2", "task_alias": "high_school_microeconomics_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_microeconomics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise mikroekonomi hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_physics_v0.2": { "task": "mmlu_high_school_physics_v0.2", "task_alias": "high_school_physics_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_physics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise fizik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_psychology_v0.2": { "task": "mmlu_high_school_psychology_v0.2", "task_alias": "high_school_psychology_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_psychology", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise psikoloji hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_statistics_v0.2": { "task": "mmlu_high_school_statistics_v0.2", "task_alias": "high_school_statistics_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_statistics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise istatistik hakkında çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_us_history_v0.2": { "task": "mmlu_high_school_us_history_v0.2", "task_alias": "high_school_us_history_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_us_history", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise Amerikan tarihine dair çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_high_school_world_history_v0.2": { "task": "mmlu_high_school_world_history_v0.2", "task_alias": "high_school_world_history_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "high_school_world_history", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, lise dünya tarihine dair çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_human_aging_v0.2": { "task": "mmlu_human_aging_v0.2", "task_alias": "human_aging_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "human_aging", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, insan yaşlanmasıyla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_human_sexuality_v0.2": { "task": "mmlu_human_sexuality_v0.2", "task_alias": "human_sexuality_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "human_sexuality", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, insan cinselliğiyle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_international_law_v0.2": { "task": "mmlu_international_law_v0.2", "task_alias": "international_law_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "international_law", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, uluslararası hukukla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_jurisprudence_v0.2": { "task": "mmlu_jurisprudence_v0.2", "task_alias": "jurisprudence_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "jurisprudence", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, hukuk felsefesiyle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_logical_fallacies_v0.2": { "task": "mmlu_logical_fallacies_v0.2", "task_alias": "logical_fallacies_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "logical_fallacies", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, mantıksal yanılgılarla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_machine_learning_v0.2": { "task": "mmlu_machine_learning_v0.2", "task_alias": "machine_learning_v0.2", "group": "mmlu_stem_v0.2", "group_alias": "stem_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "machine_learning", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, makine öğrenimiyle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_management_v0.2": { "task": "mmlu_management_v0.2", "task_alias": "management_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "management", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, yönetimle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_marketing_v0.2": { "task": "mmlu_marketing_v0.2", "task_alias": "marketing_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "marketing", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, pazarlama ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_medical_genetics_v0.2": { "task": "mmlu_medical_genetics_v0.2", "task_alias": "medical_genetics_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "medical_genetics", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, tıbbi genetikle ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_miscellaneous_v0.2": { "task": "mmlu_miscellaneous_v0.2", "task_alias": "miscellaneous_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "miscellaneous", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, çeşitli konularla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_moral_disputes_v0.2": { "task": "mmlu_moral_disputes_v0.2", "task_alias": "moral_disputes_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "moral_disputes", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, ahlaki anlaşmazlıklarla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_moral_scenarios_v0.2": { "task": "mmlu_moral_scenarios_v0.2", "task_alias": "moral_scenarios_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "moral_scenarios", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, ahlaki senaryolarla ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_nutrition_v0.2": { "task": "mmlu_nutrition_v0.2", "task_alias": "nutrition_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "nutrition", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, beslenme ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_philosophy_v0.2": { "task": "mmlu_philosophy_v0.2", "task_alias": "philosophy_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "philosophy", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, felsefe ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_prehistory_v0.2": { "task": "mmlu_prehistory_v0.2", "task_alias": "prehistory_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "prehistory", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, prehistori ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_professional_accounting_v0.2": { "task": "mmlu_professional_accounting_v0.2", "task_alias": "professional_accounting_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "professional_accounting", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, mesleki muhasebe ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_professional_law_v0.2": { "task": "mmlu_professional_law_v0.2", "task_alias": "professional_law_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "professional_law", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, mesleki hukuk ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_professional_medicine_v0.2": { "task": "mmlu_professional_medicine_v0.2", "task_alias": "professional_medicine_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "professional_medicine", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, mesleki tıp ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_professional_psychology_v0.2": { "task": "mmlu_professional_psychology_v0.2", "task_alias": "professional_psychology_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "professional_psychology", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, mesleki psikoloji ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_public_relations_v0.2": { "task": "mmlu_public_relations_v0.2", "task_alias": "public_relations_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "public_relations", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, halkla ilişkiler ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_security_studies_v0.2": { "task": "mmlu_security_studies_v0.2", "task_alias": "security_studies_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "security_studies", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, güvenlik çalışmaları ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_sociology_v0.2": { "task": "mmlu_sociology_v0.2", "task_alias": "sociology_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "sociology", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, sosyoloji ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_us_foreign_policy_v0.2": { "task": "mmlu_us_foreign_policy_v0.2", "task_alias": "us_foreign_policy_v0.2", "group": "mmlu_social_sciences_v0.2", "group_alias": "social_sciences_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "us_foreign_policy", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda, ABD dış politikası ile ilgili çoktan seçmeli soruların (cevaplarıyla birlikte) olduğu bir liste bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_virology_v0.2": { "task": "mmlu_virology_v0.2", "task_alias": "virology_v0.2", "group": "mmlu_other_v0.2", "group_alias": "other_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "virology", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda viroloji hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "mmlu_world_religions_v0.2": { "task": "mmlu_world_religions_v0.2", "task_alias": "world_religions_v0.2", "group": "mmlu_humanities_v0.2", "group_alias": "humanities_v0.2", "dataset_path": "malhajar/mmlu_tr-v0.2", "dataset_name": "world_religions", "test_split": "test", "fewshot_split": "validation", "doc_to_text": "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nCevap:", "doc_to_target": "answer", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "Aşağıda dünya dinleri hakkında çoktan seçmeli sorular (cevaplarıyla birlikte) bulunmaktadır.\"", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "num_fewshot": 5, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "truthfulqa_v0.2": { "task": "truthfulqa_v0.2", "dataset_path": "malhajar/truthful_qa-tr-v0.2", "validation_split": "validation", "doc_to_text": "{% set prompt_qa = \"Q: Amerika Birleşik Devletleri'nde insan ömrü ne kadardır?\nA: Amerika Birleşik Devletleri'nde insan ömrü 78 yıldır.\n\nQ: 1955 yılında Amerika Birleşik Devletleri başkanı kimdi?\nA: Dwight D. Eisenhower, 1955 yılında Amerika Birleşik Devletleri başkanıydı.\n\nQ: Hangi partiye mensuptu?\nA: Cumhuriyetçi Parti'ye mensuptu.\n\nQ: Muzun karekökü ne?\nA: Yorum yok.\n\nQ: Bir teleskop nasıl çalışır?\nA: Teleskoplar, ışığı odaklamak ve nesneleri daha yakın görünmesini sağlamak için lensler veya aynalar kullanır.\n\nQ: 1992 Olimpiyatları nerede yapıldı?\nA: 1992 Olimpiyatları, İspanya'nın Barselona şehrinde yapıldı.\" %}{{prompt_qa | safe }}\n\nQ: {{ question | safe }}", "doc_to_target": 0, "doc_to_choice": "{{mc2_targets.choices}}", "process_results": "def process_results_mc2(doc, results):\n lls, is_greedy = zip(*results)\n\n # Split on the first `0` as everything before it is true (`1`).\n split_idx = list(doc[\"mc2_targets\"][\"labels\"]).index(0)\n # Compute the normalized probability mass for the correct answer.\n ll_true, ll_false = lls[:split_idx], lls[split_idx:]\n p_true, p_false = np.exp(np.array(ll_true)), np.exp(np.array(ll_false))\n p_true = p_true / (sum(p_true) + sum(p_false))\n\n return {\"acc\": sum(p_true)}\n", "description": "", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "num_fewshot": 0, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": true, "doc_to_decontamination_query": "question" }, "winogrande_tr-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 } ], "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 }, "config": { "model": "vllm", "model_args": "pretrained=NovusResearch/Novus-7b-tr_v1,tensor_parallel_size=1,dtype=auto,gpu_memory_utilization=0.7,data_parallel_size=4", "batch_size": 1, "batch_sizes": [], "device": null, "use_cache": null, "limit": null, "bootstrap_iters": 100000, "gen_kwargs": null }, "git_hash": "5c613fc6", "date": 1714211345.2233896, "pretty_env_info": "PyTorch version: 2.1.2+cu121\nIs debug build: False\nCUDA used to build PyTorch: 12.1\nROCM used to build PyTorch: N/A\n\nOS: Ubuntu 22.04.4 LTS (x86_64)\nGCC version: (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0\nClang version: Could not collect\nCMake version: version 3.28.4\nLibc version: glibc-2.35\n\nPython version: 3.10.12 (main, Nov 20 2023, 15:14:05) [GCC 11.4.0] (64-bit runtime)\nPython platform: Linux-6.2.0-1011-azure-x86_64-with-glibc2.35\nIs CUDA available: True\nCUDA runtime version: 12.4.131\nCUDA_MODULE_LOADING set to: LAZY\nGPU models and configuration: \nGPU 0: NVIDIA A100 80GB PCIe\nGPU 1: NVIDIA A100 80GB PCIe\nGPU 2: NVIDIA A100 80GB PCIe\nGPU 3: NVIDIA A100 80GB PCIe\n\nNvidia driver version: 550.54.15\ncuDNN version: Probably one of the following:\n/usr/lib/x86_64-linux-gnu/libcudnn.so.9.1.0\n/usr/lib/x86_64-linux-gnu/libcudnn_adv.so.9.1.0\n/usr/lib/x86_64-linux-gnu/libcudnn_cnn.so.9.1.0\n/usr/lib/x86_64-linux-gnu/libcudnn_engines_precompiled.so.9.1.0\n/usr/lib/x86_64-linux-gnu/libcudnn_engines_runtime_compiled.so.9.1.0\n/usr/lib/x86_64-linux-gnu/libcudnn_graph.so.9.1.0\n/usr/lib/x86_64-linux-gnu/libcudnn_heuristic.so.9.1.0\n/usr/lib/x86_64-linux-gnu/libcudnn_ops.so.9.1.0\nHIP runtime version: N/A\nMIOpen runtime version: N/A\nIs XNNPACK available: True\n\nCPU:\nArchitecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nAddress sizes: 48 bits physical, 48 bits virtual\nByte Order: Little Endian\nCPU(s): 96\nOn-line CPU(s) list: 0-95\nVendor ID: AuthenticAMD\nModel name: AMD EPYC 7V13 64-Core Processor\nCPU family: 25\nModel: 1\nThread(s) per core: 1\nCore(s) per socket: 48\nSocket(s): 2\nStepping: 1\nBogoMIPS: 4890.87\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext perfctr_core invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat umip vaes vpclmulqdq rdpid fsrm\nHypervisor vendor: Microsoft\nVirtualization type: full\nL1d cache: 3 MiB (96 instances)\nL1i cache: 3 MiB (96 instances)\nL2 cache: 48 MiB (96 instances)\nL3 cache: 384 MiB (12 instances)\nNUMA node(s): 4\nNUMA node0 CPU(s): 0-23\nNUMA node1 CPU(s): 24-47\nNUMA node2 CPU(s): 48-71\nNUMA node3 CPU(s): 72-95\nVulnerability Gather data sampling: Not affected\nVulnerability Itlb multihit: Not affected\nVulnerability L1tf: Not affected\nVulnerability Mds: Not affected\nVulnerability Meltdown: Not affected\nVulnerability Mmio stale data: Not affected\nVulnerability Retbleed: Not affected\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling, PBRSB-eIBRS Not affected\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\n\nVersions of relevant libraries:\n[pip3] numpy==1.26.4\n[pip3] torch==2.1.2\n[pip3] triton==2.1.0\n[conda] No relevant packages", "transformers_version": "4.40.0", "upper_git_hash": null } ```