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OALL/details_sambanovasystems__SambaLingo-Arabic-Base

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Hugging Face2024-05-24 更新2024-06-12 收录
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https://hf-mirror.com/datasets/OALL/details_sambanovasystems__SambaLingo-Arabic-Base
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--- pretty_name: Evaluation run of sambanovasystems/SambaLingo-Arabic-Base dataset_summary: "Dataset automatically created during the evaluation run of model\ \ [sambanovasystems/SambaLingo-Arabic-Base](https://huggingface.co/sambanovasystems/SambaLingo-Arabic-Base).\n\ \nThe dataset is composed of 136 configuration, each one coresponding to one of\ \ the evaluated task.\n\nThe dataset has been created from 1 run(s). Each run can\ \ be found as a specific split in each configuration, the split being named using\ \ the timestamp of the run.The \"train\" split is always pointing to the latest\ \ results.\n\nAn additional configuration \"results\" store all the aggregated results\ \ of the run.\n\nTo load the details from a run, you can for instance do the following:\n\ ```python\nfrom datasets import load_dataset\ndata = load_dataset(\"OALL/details_sambanovasystems__SambaLingo-Arabic-Base\"\ ,\n\t\"lighteval_xstory_cloze_ar_0\",\n\tsplit=\"train\")\n```\n\n## Latest results\n\ \nThese are the [latest results from run 2024-05-24T08:52:35.585465](https://huggingface.co/datasets/OALL/details_sambanovasystems__SambaLingo-Arabic-Base/blob/main/results_2024-05-24T08-52-35.585465.json)(note\ \ that their might be results for other tasks in the repos if successive evals didn't\ \ cover the same tasks. You find each in the results and the \"latest\" split for\ \ each eval):\n\n```python\n{\n \"all\": {\n \"acc_norm\": 0.3390354884405381,\n\ \ \"acc_norm_stderr\": 0.03636226322230282,\n \"acc\": 0.6551952349437459,\n\ \ \"acc_stderr\": 0.012231607060884926\n },\n \"community|acva:Algeria|0\"\ : {\n \"acc_norm\": 0.517948717948718,\n \"acc_norm_stderr\": 0.03587477098773825\n\ \ },\n \"community|acva:Ancient_Egypt|0\": {\n \"acc_norm\": 0.050793650793650794,\n\ \ \"acc_norm_stderr\": 0.01239139518482262\n },\n \"community|acva:Arab_Empire|0\"\ : {\n \"acc_norm\": 0.30943396226415093,\n \"acc_norm_stderr\": 0.028450154794118627\n\ \ },\n \"community|acva:Arabic_Architecture|0\": {\n \"acc_norm\":\ \ 0.4564102564102564,\n \"acc_norm_stderr\": 0.035761230969912135\n },\n\ \ \"community|acva:Arabic_Art|0\": {\n \"acc_norm\": 0.3435897435897436,\n\ \ \"acc_norm_stderr\": 0.03409627301409856\n },\n \"community|acva:Arabic_Astronomy|0\"\ : {\n \"acc_norm\": 0.4666666666666667,\n \"acc_norm_stderr\": 0.03581804596782233\n\ \ },\n \"community|acva:Arabic_Calligraphy|0\": {\n \"acc_norm\": 0.5137254901960784,\n\ \ \"acc_norm_stderr\": 0.03136096744694241\n },\n \"community|acva:Arabic_Ceremony|0\"\ : {\n \"acc_norm\": 0.518918918918919,\n \"acc_norm_stderr\": 0.036834092970087065\n\ \ },\n \"community|acva:Arabic_Clothing|0\": {\n \"acc_norm\": 0.5128205128205128,\n\ \ \"acc_norm_stderr\": 0.03588610523192215\n },\n \"community|acva:Arabic_Culture|0\"\ : {\n \"acc_norm\": 0.23076923076923078,\n \"acc_norm_stderr\": 0.0302493752938313\n\ \ },\n \"community|acva:Arabic_Food|0\": {\n \"acc_norm\": 0.441025641025641,\n\ \ \"acc_norm_stderr\": 0.0356473293185358\n },\n \"community|acva:Arabic_Funeral|0\"\ : {\n \"acc_norm\": 0.4,\n \"acc_norm_stderr\": 0.050529115263991134\n\ \ },\n \"community|acva:Arabic_Geography|0\": {\n \"acc_norm\": 0.6275862068965518,\n\ \ \"acc_norm_stderr\": 0.04028731532947558\n },\n \"community|acva:Arabic_History|0\"\ : {\n \"acc_norm\": 0.30256410256410254,\n \"acc_norm_stderr\": 0.03298070870085619\n\ \ },\n \"community|acva:Arabic_Language_Origin|0\": {\n \"acc_norm\"\ : 0.5473684210526316,\n \"acc_norm_stderr\": 0.051339113773544845\n },\n\ \ \"community|acva:Arabic_Literature|0\": {\n \"acc_norm\": 0.4689655172413793,\n\ \ \"acc_norm_stderr\": 0.04158632762097828\n },\n \"community|acva:Arabic_Math|0\"\ : {\n \"acc_norm\": 0.30256410256410254,\n \"acc_norm_stderr\": 0.03298070870085618\n\ \ },\n \"community|acva:Arabic_Medicine|0\": {\n \"acc_norm\": 0.46206896551724136,\n\ \ \"acc_norm_stderr\": 0.041546596717075474\n },\n \"community|acva:Arabic_Music|0\"\ : {\n \"acc_norm\": 0.23741007194244604,\n \"acc_norm_stderr\": 0.036220593237998276\n\ \ },\n \"community|acva:Arabic_Ornament|0\": {\n \"acc_norm\": 0.4717948717948718,\n\ \ \"acc_norm_stderr\": 0.035840746749208334\n },\n \"community|acva:Arabic_Philosophy|0\"\ : {\n \"acc_norm\": 0.5793103448275863,\n \"acc_norm_stderr\": 0.0411391498118926\n\ \ },\n \"community|acva:Arabic_Physics_and_Chemistry|0\": {\n \"acc_norm\"\ : 0.5333333333333333,\n \"acc_norm_stderr\": 0.03581804596782232\n },\n\ \ \"community|acva:Arabic_Wedding|0\": {\n \"acc_norm\": 0.41025641025641024,\n\ \ \"acc_norm_stderr\": 0.03531493712326671\n },\n \"community|acva:Bahrain|0\"\ : {\n \"acc_norm\": 0.3111111111111111,\n \"acc_norm_stderr\": 0.06979205927323111\n\ \ },\n \"community|acva:Comoros|0\": {\n \"acc_norm\": 0.37777777777777777,\n\ \ \"acc_norm_stderr\": 0.07309112127323451\n },\n \"community|acva:Egypt_modern|0\"\ : {\n \"acc_norm\": 0.3157894736842105,\n \"acc_norm_stderr\": 0.04794350420740798\n\ \ },\n \"community|acva:InfluenceFromAncientEgypt|0\": {\n \"acc_norm\"\ : 0.6051282051282051,\n \"acc_norm_stderr\": 0.03509545602262038\n },\n\ \ \"community|acva:InfluenceFromByzantium|0\": {\n \"acc_norm\": 0.7172413793103448,\n\ \ \"acc_norm_stderr\": 0.03752833958003337\n },\n \"community|acva:InfluenceFromChina|0\"\ : {\n \"acc_norm\": 0.26666666666666666,\n \"acc_norm_stderr\": 0.0317493043641267\n\ \ },\n \"community|acva:InfluenceFromGreece|0\": {\n \"acc_norm\":\ \ 0.6307692307692307,\n \"acc_norm_stderr\": 0.034648411418637566\n },\n\ \ \"community|acva:InfluenceFromIslam|0\": {\n \"acc_norm\": 0.296551724137931,\n\ \ \"acc_norm_stderr\": 0.03806142687309993\n },\n \"community|acva:InfluenceFromPersia|0\"\ : {\n \"acc_norm\": 0.6971428571428572,\n \"acc_norm_stderr\": 0.03483414676585986\n\ \ },\n \"community|acva:InfluenceFromRome|0\": {\n \"acc_norm\": 0.5743589743589743,\n\ \ \"acc_norm_stderr\": 0.03549871080367708\n },\n \"community|acva:Iraq|0\"\ : {\n \"acc_norm\": 0.5176470588235295,\n \"acc_norm_stderr\": 0.05452048340661895\n\ \ },\n \"community|acva:Islam_Education|0\": {\n \"acc_norm\": 0.4512820512820513,\n\ \ \"acc_norm_stderr\": 0.03572709860318392\n },\n \"community|acva:Islam_branches_and_schools|0\"\ : {\n \"acc_norm\": 0.4342857142857143,\n \"acc_norm_stderr\": 0.037576101528126626\n\ \ },\n \"community|acva:Islamic_law_system|0\": {\n \"acc_norm\": 0.4256410256410256,\n\ \ \"acc_norm_stderr\": 0.035498710803677086\n },\n \"community|acva:Jordan|0\"\ : {\n \"acc_norm\": 0.3333333333333333,\n \"acc_norm_stderr\": 0.07106690545187012\n\ \ },\n \"community|acva:Kuwait|0\": {\n \"acc_norm\": 0.26666666666666666,\n\ \ \"acc_norm_stderr\": 0.06666666666666667\n },\n \"community|acva:Lebanon|0\"\ : {\n \"acc_norm\": 0.17777777777777778,\n \"acc_norm_stderr\": 0.05763774795025094\n\ \ },\n \"community|acva:Libya|0\": {\n \"acc_norm\": 0.4444444444444444,\n\ \ \"acc_norm_stderr\": 0.07491109582924914\n },\n \"community|acva:Mauritania|0\"\ : {\n \"acc_norm\": 0.4222222222222222,\n \"acc_norm_stderr\": 0.07446027270295805\n\ \ },\n \"community|acva:Mesopotamia_civilization|0\": {\n \"acc_norm\"\ : 0.5225806451612903,\n \"acc_norm_stderr\": 0.0402500394824441\n },\n\ \ \"community|acva:Morocco|0\": {\n \"acc_norm\": 0.2222222222222222,\n\ \ \"acc_norm_stderr\": 0.06267511942419628\n },\n \"community|acva:Oman|0\"\ : {\n \"acc_norm\": 0.2,\n \"acc_norm_stderr\": 0.06030226891555273\n\ \ },\n \"community|acva:Palestine|0\": {\n \"acc_norm\": 0.24705882352941178,\n\ \ \"acc_norm_stderr\": 0.047058823529411785\n },\n \"community|acva:Qatar|0\"\ : {\n \"acc_norm\": 0.4,\n \"acc_norm_stderr\": 0.07385489458759964\n\ \ },\n \"community|acva:Saudi_Arabia|0\": {\n \"acc_norm\": 0.3282051282051282,\n\ \ \"acc_norm_stderr\": 0.03371243782413707\n },\n \"community|acva:Somalia|0\"\ : {\n \"acc_norm\": 0.35555555555555557,\n \"acc_norm_stderr\": 0.07216392363431012\n\ \ },\n \"community|acva:Sudan|0\": {\n \"acc_norm\": 0.35555555555555557,\n\ \ \"acc_norm_stderr\": 0.07216392363431012\n },\n \"community|acva:Syria|0\"\ : {\n \"acc_norm\": 0.3333333333333333,\n \"acc_norm_stderr\": 0.07106690545187012\n\ \ },\n \"community|acva:Tunisia|0\": {\n \"acc_norm\": 0.3111111111111111,\n\ \ \"acc_norm_stderr\": 0.06979205927323111\n },\n \"community|acva:United_Arab_Emirates|0\"\ : {\n \"acc_norm\": 0.23529411764705882,\n \"acc_norm_stderr\": 0.04628210543937907\n\ \ },\n \"community|acva:Yemen|0\": {\n \"acc_norm\": 0.2,\n \ \ \"acc_norm_stderr\": 0.13333333333333333\n },\n \"community|acva:communication|0\"\ : {\n \"acc_norm\": 0.42857142857142855,\n \"acc_norm_stderr\": 0.025974025974025955\n\ \ },\n \"community|acva:computer_and_phone|0\": {\n \"acc_norm\": 0.45084745762711864,\n\ \ \"acc_norm_stderr\": 0.02901934773187137\n },\n \"community|acva:daily_life|0\"\ : {\n \"acc_norm\": 0.18694362017804153,\n \"acc_norm_stderr\": 0.021268948348414647\n\ \ },\n \"community|acva:entertainment|0\": {\n \"acc_norm\": 0.23389830508474577,\n\ \ \"acc_norm_stderr\": 0.024687839412166384\n },\n \"community|alghafa:mcq_exams_test_ar|0\"\ : {\n \"acc_norm\": 0.3052064631956912,\n \"acc_norm_stderr\": 0.019529330368422058\n\ \ },\n \"community|alghafa:meta_ar_dialects|0\": {\n \"acc_norm\":\ \ 0.28378127896200184,\n \"acc_norm_stderr\": 0.006138457228900195\n },\n\ \ \"community|alghafa:meta_ar_msa|0\": {\n \"acc_norm\": 0.3039106145251397,\n\ \ \"acc_norm_stderr\": 0.015382845587584517\n },\n \"community|alghafa:multiple_choice_facts_truefalse_balanced_task|0\"\ : {\n \"acc_norm\": 0.5866666666666667,\n \"acc_norm_stderr\": 0.05724401171194134\n\ \ },\n \"community|alghafa:multiple_choice_grounded_statement_soqal_task|0\"\ : {\n \"acc_norm\": 0.4066666666666667,\n \"acc_norm_stderr\": 0.040241626657390624\n\ \ },\n \"community|alghafa:multiple_choice_grounded_statement_xglue_mlqa_task|0\"\ : {\n \"acc_norm\": 0.35333333333333333,\n \"acc_norm_stderr\": 0.03915970474562285\n\ \ },\n \"community|alghafa:multiple_choice_rating_sentiment_no_neutral_task|0\"\ : {\n \"acc_norm\": 0.5891181988742964,\n \"acc_norm_stderr\": 0.005502722352949531\n\ \ },\n \"community|alghafa:multiple_choice_rating_sentiment_task|0\": {\n\ \ \"acc_norm\": 0.3798165137614679,\n \"acc_norm_stderr\": 0.006268861158627827\n\ \ },\n \"community|alghafa:multiple_choice_sentiment_task|0\": {\n \ \ \"acc_norm\": 0.3697674418604651,\n \"acc_norm_stderr\": 0.011643319466160195\n\ \ },\n \"community|arabic_exams|0\": {\n \"acc_norm\": 0.2756052141527002,\n\ \ \"acc_norm_stderr\": 0.01929962976621455\n },\n \"community|arabic_mmlu:abstract_algebra|0\"\ : {\n \"acc_norm\": 0.3,\n \"acc_norm_stderr\": 0.046056618647183814\n\ \ },\n \"community|arabic_mmlu:anatomy|0\": {\n \"acc_norm\": 0.23703703703703705,\n\ \ \"acc_norm_stderr\": 0.03673731683969506\n },\n \"community|arabic_mmlu:astronomy|0\"\ : {\n \"acc_norm\": 0.21052631578947367,\n \"acc_norm_stderr\": 0.03317672787533158\n\ \ },\n \"community|arabic_mmlu:business_ethics|0\": {\n \"acc_norm\"\ : 0.31,\n \"acc_norm_stderr\": 0.04648231987117316\n },\n \"community|arabic_mmlu:clinical_knowledge|0\"\ : {\n \"acc_norm\": 0.25660377358490566,\n \"acc_norm_stderr\": 0.026880647889051968\n\ \ },\n \"community|arabic_mmlu:college_biology|0\": {\n \"acc_norm\"\ : 0.25,\n \"acc_norm_stderr\": 0.03621034121889507\n },\n \"community|arabic_mmlu:college_chemistry|0\"\ : {\n \"acc_norm\": 0.22,\n \"acc_norm_stderr\": 0.04163331998932269\n\ \ },\n \"community|arabic_mmlu:college_computer_science|0\": {\n \"\ acc_norm\": 0.2,\n \"acc_norm_stderr\": 0.04020151261036846\n },\n \ \ \"community|arabic_mmlu:college_mathematics|0\": {\n \"acc_norm\": 0.24,\n\ \ \"acc_norm_stderr\": 0.04292346959909282\n },\n \"community|arabic_mmlu:college_medicine|0\"\ : {\n \"acc_norm\": 0.1791907514450867,\n \"acc_norm_stderr\": 0.029242513059063287\n\ \ },\n \"community|arabic_mmlu:college_physics|0\": {\n \"acc_norm\"\ : 0.27450980392156865,\n \"acc_norm_stderr\": 0.044405219061793275\n },\n\ \ \"community|arabic_mmlu:computer_security|0\": {\n \"acc_norm\": 0.33,\n\ \ \"acc_norm_stderr\": 0.047258156262526045\n },\n \"community|arabic_mmlu:conceptual_physics|0\"\ : {\n \"acc_norm\": 0.30638297872340425,\n \"acc_norm_stderr\": 0.03013590647851756\n\ \ },\n \"community|arabic_mmlu:econometrics|0\": {\n \"acc_norm\":\ \ 0.34210526315789475,\n \"acc_norm_stderr\": 0.04462917535336937\n },\n\ \ \"community|arabic_mmlu:electrical_engineering|0\": {\n \"acc_norm\"\ : 0.2689655172413793,\n \"acc_norm_stderr\": 0.03695183311650232\n },\n\ \ \"community|arabic_mmlu:elementary_mathematics|0\": {\n \"acc_norm\"\ : 0.25132275132275134,\n \"acc_norm_stderr\": 0.022340482339643895\n },\n\ \ \"community|arabic_mmlu:formal_logic|0\": {\n \"acc_norm\": 0.25396825396825395,\n\ \ \"acc_norm_stderr\": 0.038932596106046734\n },\n \"community|arabic_mmlu:global_facts|0\"\ : {\n \"acc_norm\": 0.25,\n \"acc_norm_stderr\": 0.04351941398892446\n\ \ },\n \"community|arabic_mmlu:high_school_biology|0\": {\n \"acc_norm\"\ : 0.20967741935483872,\n \"acc_norm_stderr\": 0.023157879349083515\n },\n\ \ \"community|arabic_mmlu:high_school_chemistry|0\": {\n \"acc_norm\"\ : 0.2019704433497537,\n \"acc_norm_stderr\": 0.028247350122180267\n },\n\ \ \"community|arabic_mmlu:high_school_computer_science|0\": {\n \"acc_norm\"\ : 0.26,\n \"acc_norm_stderr\": 0.04408440022768077\n },\n \"community|arabic_mmlu:high_school_european_history|0\"\ : {\n \"acc_norm\": 0.21212121212121213,\n \"acc_norm_stderr\": 0.03192271569548299\n\ \ },\n \"community|arabic_mmlu:high_school_geography|0\": {\n \"acc_norm\"\ : 0.21717171717171718,\n \"acc_norm_stderr\": 0.029376616484945633\n },\n\ \ \"community|arabic_mmlu:high_school_government_and_politics|0\": {\n \ \ \"acc_norm\": 0.19170984455958548,\n \"acc_norm_stderr\": 0.02840895362624529\n\ \ },\n \"community|arabic_mmlu:high_school_macroeconomics|0\": {\n \ \ \"acc_norm\": 0.24358974358974358,\n \"acc_norm_stderr\": 0.02176373368417392\n\ \ },\n \"community|arabic_mmlu:high_school_mathematics|0\": {\n \"\ acc_norm\": 0.23703703703703705,\n \"acc_norm_stderr\": 0.025928876132766107\n\ \ },\n \"community|arabic_mmlu:high_school_microeconomics|0\": {\n \ \ \"acc_norm\": 0.22268907563025211,\n \"acc_norm_stderr\": 0.027025433498882385\n\ \ },\n \"community|arabic_mmlu:high_school_physics|0\": {\n \"acc_norm\"\ : 0.2251655629139073,\n \"acc_norm_stderr\": 0.03410435282008937\n },\n\ \ \"community|arabic_mmlu:high_school_psychology|0\": {\n \"acc_norm\"\ : 0.25504587155963304,\n \"acc_norm_stderr\": 0.01868850085653586\n },\n\ \ \"community|arabic_mmlu:high_school_statistics|0\": {\n \"acc_norm\"\ : 0.22685185185185186,\n \"acc_norm_stderr\": 0.028561650102422273\n },\n\ \ \"community|arabic_mmlu:high_school_us_history|0\": {\n \"acc_norm\"\ : 0.2696078431372549,\n \"acc_norm_stderr\": 0.031145570659486782\n },\n\ \ \"community|arabic_mmlu:high_school_world_history|0\": {\n \"acc_norm\"\ : 0.28270042194092826,\n \"acc_norm_stderr\": 0.02931281415395592\n },\n\ \ \"community|arabic_mmlu:human_aging|0\": {\n \"acc_norm\": 0.336322869955157,\n\ \ \"acc_norm_stderr\": 0.031708824268455\n },\n \"community|arabic_mmlu:human_sexuality|0\"\ : {\n \"acc_norm\": 0.2824427480916031,\n \"acc_norm_stderr\": 0.03948406125768361\n\ \ },\n \"community|arabic_mmlu:international_law|0\": {\n \"acc_norm\"\ : 0.3140495867768595,\n \"acc_norm_stderr\": 0.04236964753041017\n },\n\ \ \"community|arabic_mmlu:jurisprudence|0\": {\n \"acc_norm\": 0.3333333333333333,\n\ \ \"acc_norm_stderr\": 0.04557239513497751\n },\n \"community|arabic_mmlu:logical_fallacies|0\"\ : {\n \"acc_norm\": 0.24539877300613497,\n \"acc_norm_stderr\": 0.03380939813943354\n\ \ },\n \"community|arabic_mmlu:machine_learning|0\": {\n \"acc_norm\"\ : 0.30357142857142855,\n \"acc_norm_stderr\": 0.04364226155841044\n },\n\ \ \"community|arabic_mmlu:management|0\": {\n \"acc_norm\": 0.21359223300970873,\n\ \ \"acc_norm_stderr\": 0.040580420156460344\n },\n \"community|arabic_mmlu:marketing|0\"\ : {\n \"acc_norm\": 0.29914529914529914,\n \"acc_norm_stderr\": 0.0299969518583495\n\ \ },\n \"community|arabic_mmlu:medical_genetics|0\": {\n \"acc_norm\"\ : 0.29,\n \"acc_norm_stderr\": 0.04560480215720683\n },\n \"community|arabic_mmlu:miscellaneous|0\"\ : {\n \"acc_norm\": 0.280970625798212,\n \"acc_norm_stderr\": 0.01607312785122124\n\ \ },\n \"community|arabic_mmlu:moral_disputes|0\": {\n \"acc_norm\"\ : 0.2832369942196532,\n \"acc_norm_stderr\": 0.02425790170532337\n },\n\ \ \"community|arabic_mmlu:moral_scenarios|0\": {\n \"acc_norm\": 0.24022346368715083,\n\ \ \"acc_norm_stderr\": 0.014288343803925314\n },\n \"community|arabic_mmlu:nutrition|0\"\ : {\n \"acc_norm\": 0.26143790849673204,\n \"acc_norm_stderr\": 0.025160998214292456\n\ \ },\n \"community|arabic_mmlu:philosophy|0\": {\n \"acc_norm\": 0.21543408360128619,\n\ \ \"acc_norm_stderr\": 0.023350225475471418\n },\n \"community|arabic_mmlu:prehistory|0\"\ : {\n \"acc_norm\": 0.2808641975308642,\n \"acc_norm_stderr\": 0.025006469755799208\n\ \ },\n \"community|arabic_mmlu:professional_accounting|0\": {\n \"\ acc_norm\": 0.24468085106382978,\n \"acc_norm_stderr\": 0.025645553622266726\n\ \ },\n \"community|arabic_mmlu:professional_law|0\": {\n \"acc_norm\"\ : 0.2737940026075619,\n \"acc_norm_stderr\": 0.011388612167979397\n },\n\ \ \"community|arabic_mmlu:professional_medicine|0\": {\n \"acc_norm\"\ : 0.19117647058823528,\n \"acc_norm_stderr\": 0.023886881922440345\n },\n\ \ \"community|arabic_mmlu:professional_psychology|0\": {\n \"acc_norm\"\ : 0.2549019607843137,\n \"acc_norm_stderr\": 0.017630827375148383\n },\n\ \ \"community|arabic_mmlu:public_relations|0\": {\n \"acc_norm\": 0.4090909090909091,\n\ \ \"acc_norm_stderr\": 0.04709306978661895\n },\n \"community|arabic_mmlu:security_studies|0\"\ : {\n \"acc_norm\": 0.21224489795918366,\n \"acc_norm_stderr\": 0.026176967197866767\n\ \ },\n \"community|arabic_mmlu:sociology|0\": {\n \"acc_norm\": 0.26865671641791045,\n\ \ \"acc_norm_stderr\": 0.03134328358208954\n },\n \"community|arabic_mmlu:us_foreign_policy|0\"\ : {\n \"acc_norm\": 0.28,\n \"acc_norm_stderr\": 0.045126085985421276\n\ \ },\n \"community|arabic_mmlu:virology|0\": {\n \"acc_norm\": 0.26506024096385544,\n\ \ \"acc_norm_stderr\": 0.03436024037944967\n },\n \"community|arabic_mmlu:world_religions|0\"\ : {\n \"acc_norm\": 0.3508771929824561,\n \"acc_norm_stderr\": 0.03660298834049162\n\ \ },\n \"community|arc_challenge_okapi_ar|0\": {\n \"acc_norm\": 0.3112068965517241,\n\ \ \"acc_norm_stderr\": 0.01359963596713619\n },\n \"community|arc_easy_ar|0\"\ : {\n \"acc_norm\": 0.311336717428088,\n \"acc_norm_stderr\": 0.009525477914535084\n\ \ },\n \"community|boolq_ar|0\": {\n \"acc_norm\": 0.6273006134969326,\n\ \ \"acc_norm_stderr\": 0.008469836265170148\n },\n \"community|copa_ext_ar|0\"\ : {\n \"acc_norm\": 0.5111111111111111,\n \"acc_norm_stderr\": 0.05298680599073449\n\ \ },\n \"community|hellaswag_okapi_ar|0\": {\n \"acc_norm\": 0.26322102278922693,\n\ \ \"acc_norm_stderr\": 0.004598796911931724\n },\n \"community|openbook_qa_ext_ar|0\"\ : {\n \"acc_norm\": 0.38181818181818183,\n \"acc_norm_stderr\": 0.021858630154917676\n\ \ },\n \"community|piqa_ar|0\": {\n \"acc_norm\": 0.5199127114020731,\n\ \ \"acc_norm_stderr\": 0.011672465171946218\n },\n \"community|race_ar|0\"\ : {\n \"acc_norm\": 0.3242036924325421,\n \"acc_norm_stderr\": 0.006667784207284275\n\ \ },\n \"community|sciq_ar|0\": {\n \"acc_norm\": 0.3849246231155779,\n\ \ \"acc_norm_stderr\": 0.015433300952963209\n },\n \"community|toxigen_ar|0\"\ : {\n \"acc_norm\": 0.4320855614973262,\n \"acc_norm_stderr\": 0.01620887578524445\n\ \ },\n \"lighteval|xstory_cloze:ar|0\": {\n \"acc\": 0.6551952349437459,\n\ \ \"acc_stderr\": 0.012231607060884926\n },\n \"community|acva:_average|0\"\ : {\n \"acc_norm\": 0.3962472437541429,\n \"acc_norm_stderr\": 0.045825287236165184\n\ \ },\n \"community|alghafa:_average|0\": {\n \"acc_norm\": 0.3975852419828587,\n\ \ \"acc_norm_stderr\": 0.02234565325306657\n },\n \"community|arabic_mmlu:_average|0\"\ : {\n \"acc_norm\": 0.2608150399665114,\n \"acc_norm_stderr\": 0.032800118542940786\n\ \ }\n}\n```" repo_url: https://huggingface.co/sambanovasystems/SambaLingo-Arabic-Base configs: - config_name: community_acva_Algeria_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Algeria|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Algeria|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Ancient_Egypt_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Ancient_Egypt|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Ancient_Egypt|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arab_Empire_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arab_Empire|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arab_Empire|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Architecture_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Architecture|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Architecture|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Art_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Art|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Art|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Astronomy_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Astronomy|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Astronomy|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Calligraphy_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Calligraphy|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Calligraphy|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Ceremony_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Ceremony|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Ceremony|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Clothing_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Clothing|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Clothing|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Culture_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Culture|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Culture|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Food_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Food|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Food|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Funeral_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Funeral|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Funeral|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Geography_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Geography|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Geography|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_History_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_History|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_History|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Language_Origin_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Language_Origin|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Language_Origin|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Literature_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Literature|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Literature|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Math_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Math|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Math|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Medicine_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Medicine|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Medicine|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Music_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Music|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Music|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Ornament_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Ornament|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Ornament|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Philosophy_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Philosophy|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Philosophy|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Physics_and_Chemistry_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Physics_and_Chemistry|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Physics_and_Chemistry|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Arabic_Wedding_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Arabic_Wedding|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Arabic_Wedding|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Bahrain_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Bahrain|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Bahrain|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Comoros_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Comoros|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Comoros|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Egypt_modern_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Egypt_modern|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Egypt_modern|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_InfluenceFromAncientEgypt_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:InfluenceFromAncientEgypt|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:InfluenceFromAncientEgypt|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_InfluenceFromByzantium_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:InfluenceFromByzantium|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:InfluenceFromByzantium|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_InfluenceFromChina_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:InfluenceFromChina|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:InfluenceFromChina|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_InfluenceFromGreece_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:InfluenceFromGreece|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:InfluenceFromGreece|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_InfluenceFromIslam_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:InfluenceFromIslam|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:InfluenceFromIslam|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_InfluenceFromPersia_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:InfluenceFromPersia|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:InfluenceFromPersia|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_InfluenceFromRome_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:InfluenceFromRome|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:InfluenceFromRome|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Iraq_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Iraq|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Iraq|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Islam_Education_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Islam_Education|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Islam_Education|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Islam_branches_and_schools_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Islam_branches_and_schools|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Islam_branches_and_schools|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Islamic_law_system_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Islamic_law_system|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Islamic_law_system|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Jordan_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Jordan|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Jordan|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Kuwait_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Kuwait|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Kuwait|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Lebanon_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Lebanon|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Lebanon|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Libya_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Libya|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Libya|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Mauritania_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Mauritania|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Mauritania|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Mesopotamia_civilization_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Mesopotamia_civilization|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Mesopotamia_civilization|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Morocco_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Morocco|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Morocco|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Oman_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Oman|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Oman|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Palestine_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Palestine|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Palestine|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Qatar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Qatar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Qatar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Saudi_Arabia_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Saudi_Arabia|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Saudi_Arabia|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Somalia_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Somalia|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Somalia|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Sudan_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Sudan|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Sudan|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Syria_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Syria|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Syria|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Tunisia_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Tunisia|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Tunisia|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_United_Arab_Emirates_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:United_Arab_Emirates|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:United_Arab_Emirates|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_Yemen_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:Yemen|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:Yemen|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_communication_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:communication|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:communication|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_computer_and_phone_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:computer_and_phone|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:computer_and_phone|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_daily_life_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:daily_life|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:daily_life|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_acva_entertainment_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|acva:entertainment|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|acva:entertainment|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_mcq_exams_test_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:mcq_exams_test_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:mcq_exams_test_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_meta_ar_dialects_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:meta_ar_dialects|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:meta_ar_dialects|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_meta_ar_msa_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:meta_ar_msa|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:meta_ar_msa|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_multiple_choice_facts_truefalse_balanced_task_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:multiple_choice_facts_truefalse_balanced_task|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:multiple_choice_facts_truefalse_balanced_task|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_multiple_choice_grounded_statement_soqal_task_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:multiple_choice_grounded_statement_soqal_task|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:multiple_choice_grounded_statement_soqal_task|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_multiple_choice_grounded_statement_xglue_mlqa_task_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:multiple_choice_grounded_statement_xglue_mlqa_task|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:multiple_choice_grounded_statement_xglue_mlqa_task|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_multiple_choice_rating_sentiment_no_neutral_task_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:multiple_choice_rating_sentiment_no_neutral_task|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:multiple_choice_rating_sentiment_no_neutral_task|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_multiple_choice_rating_sentiment_task_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:multiple_choice_rating_sentiment_task|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:multiple_choice_rating_sentiment_task|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_alghafa_multiple_choice_sentiment_task_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|alghafa:multiple_choice_sentiment_task|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|alghafa:multiple_choice_sentiment_task|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_exams_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_exams|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_exams|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_abstract_algebra_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:abstract_algebra|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:abstract_algebra|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_anatomy_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:anatomy|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:anatomy|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_astronomy_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:astronomy|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:astronomy|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_business_ethics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:business_ethics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:business_ethics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_clinical_knowledge_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:clinical_knowledge|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:clinical_knowledge|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_college_biology_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:college_biology|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:college_biology|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_college_chemistry_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:college_chemistry|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:college_chemistry|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_college_computer_science_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:college_computer_science|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:college_computer_science|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_college_mathematics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:college_mathematics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:college_mathematics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_college_medicine_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:college_medicine|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:college_medicine|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_college_physics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:college_physics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:college_physics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_computer_security_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:computer_security|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:computer_security|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_conceptual_physics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:conceptual_physics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:conceptual_physics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_econometrics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:econometrics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:econometrics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_electrical_engineering_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:electrical_engineering|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:electrical_engineering|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_elementary_mathematics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:elementary_mathematics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:elementary_mathematics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_formal_logic_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:formal_logic|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:formal_logic|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_global_facts_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:global_facts|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:global_facts|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_biology_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_biology|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_biology|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_chemistry_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_chemistry|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_chemistry|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_computer_science_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_computer_science|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_computer_science|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_european_history_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_european_history|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_european_history|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_geography_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_geography|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_geography|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_government_and_politics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_government_and_politics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_government_and_politics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_macroeconomics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_macroeconomics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_macroeconomics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_mathematics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_mathematics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_mathematics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_microeconomics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_microeconomics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_microeconomics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_physics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_physics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_physics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_psychology_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_psychology|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_psychology|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_statistics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_statistics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_statistics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_us_history_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_us_history|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_us_history|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_high_school_world_history_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:high_school_world_history|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:high_school_world_history|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_human_aging_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:human_aging|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:human_aging|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_human_sexuality_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:human_sexuality|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:human_sexuality|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_international_law_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:international_law|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:international_law|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_jurisprudence_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:jurisprudence|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:jurisprudence|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_logical_fallacies_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:logical_fallacies|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:logical_fallacies|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_machine_learning_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:machine_learning|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:machine_learning|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_management_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:management|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:management|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_marketing_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:marketing|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:marketing|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_medical_genetics_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:medical_genetics|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:medical_genetics|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_miscellaneous_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:miscellaneous|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:miscellaneous|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_moral_disputes_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:moral_disputes|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:moral_disputes|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_moral_scenarios_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:moral_scenarios|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:moral_scenarios|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_nutrition_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:nutrition|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:nutrition|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_philosophy_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:philosophy|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:philosophy|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_prehistory_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:prehistory|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:prehistory|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_professional_accounting_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:professional_accounting|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:professional_accounting|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_professional_law_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:professional_law|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:professional_law|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_professional_medicine_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:professional_medicine|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:professional_medicine|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_professional_psychology_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:professional_psychology|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:professional_psychology|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_public_relations_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:public_relations|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:public_relations|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_security_studies_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:security_studies|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:security_studies|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_sociology_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:sociology|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:sociology|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_us_foreign_policy_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:us_foreign_policy|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:us_foreign_policy|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_virology_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:virology|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:virology|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arabic_mmlu_world_religions_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arabic_mmlu:world_religions|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arabic_mmlu:world_religions|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arc_challenge_okapi_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arc_challenge_okapi_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arc_challenge_okapi_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_arc_easy_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|arc_easy_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|arc_easy_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_boolq_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|boolq_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|boolq_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_copa_ext_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|copa_ext_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|copa_ext_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_hellaswag_okapi_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|hellaswag_okapi_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|hellaswag_okapi_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_openbook_qa_ext_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|openbook_qa_ext_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|openbook_qa_ext_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_piqa_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|piqa_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|piqa_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_race_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|race_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|race_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_sciq_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|sciq_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|sciq_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: community_toxigen_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_community|toxigen_ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_community|toxigen_ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: lighteval_xstory_cloze_ar_0 data_files: - split: 2024_05_24T08_52_35.585465 path: - '**/details_lighteval|xstory_cloze:ar|0_2024-05-24T08-52-35.585465.parquet' - split: latest path: - '**/details_lighteval|xstory_cloze:ar|0_2024-05-24T08-52-35.585465.parquet' - config_name: results data_files: - split: 2024_05_24T08_52_35.585465 path: - results_2024-05-24T08-52-35.585465.parquet - split: latest path: - results_2024-05-24T08-52-35.585465.parquet --- # Dataset Card for Evaluation run of sambanovasystems/SambaLingo-Arabic-Base <!-- Provide a quick summary of the dataset. --> Dataset automatically created during the evaluation run of model [sambanovasystems/SambaLingo-Arabic-Base](https://huggingface.co/sambanovasystems/SambaLingo-Arabic-Base). The dataset is composed of 136 configuration, each one coresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results. An additional configuration "results" store all the aggregated results of the run. To load the details from a run, you can for instance do the following: ```python from datasets import load_dataset data = load_dataset("OALL/details_sambanovasystems__SambaLingo-Arabic-Base", "lighteval_xstory_cloze_ar_0", split="train") ``` ## Latest results These are the [latest results from run 2024-05-24T08:52:35.585465](https://huggingface.co/datasets/OALL/details_sambanovasystems__SambaLingo-Arabic-Base/blob/main/results_2024-05-24T08-52-35.585465.json)(note that their might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval): ```python { "all": { "acc_norm": 0.3390354884405381, "acc_norm_stderr": 0.03636226322230282, "acc": 0.6551952349437459, "acc_stderr": 0.012231607060884926 }, "community|acva:Algeria|0": { "acc_norm": 0.517948717948718, "acc_norm_stderr": 0.03587477098773825 }, "community|acva:Ancient_Egypt|0": { "acc_norm": 0.050793650793650794, "acc_norm_stderr": 0.01239139518482262 }, "community|acva:Arab_Empire|0": { "acc_norm": 0.30943396226415093, "acc_norm_stderr": 0.028450154794118627 }, "community|acva:Arabic_Architecture|0": { "acc_norm": 0.4564102564102564, "acc_norm_stderr": 0.035761230969912135 }, "community|acva:Arabic_Art|0": { "acc_norm": 0.3435897435897436, "acc_norm_stderr": 0.03409627301409856 }, "community|acva:Arabic_Astronomy|0": { "acc_norm": 0.4666666666666667, "acc_norm_stderr": 0.03581804596782233 }, "community|acva:Arabic_Calligraphy|0": { "acc_norm": 0.5137254901960784, "acc_norm_stderr": 0.03136096744694241 }, "community|acva:Arabic_Ceremony|0": { "acc_norm": 0.518918918918919, "acc_norm_stderr": 0.036834092970087065 }, "community|acva:Arabic_Clothing|0": { "acc_norm": 0.5128205128205128, "acc_norm_stderr": 0.03588610523192215 }, "community|acva:Arabic_Culture|0": { "acc_norm": 0.23076923076923078, "acc_norm_stderr": 0.0302493752938313 }, "community|acva:Arabic_Food|0": { "acc_norm": 0.441025641025641, "acc_norm_stderr": 0.0356473293185358 }, "community|acva:Arabic_Funeral|0": { "acc_norm": 0.4, "acc_norm_stderr": 0.050529115263991134 }, "community|acva:Arabic_Geography|0": { "acc_norm": 0.6275862068965518, "acc_norm_stderr": 0.04028731532947558 }, "community|acva:Arabic_History|0": { "acc_norm": 0.30256410256410254, "acc_norm_stderr": 0.03298070870085619 }, "community|acva:Arabic_Language_Origin|0": { "acc_norm": 0.5473684210526316, "acc_norm_stderr": 0.051339113773544845 }, "community|acva:Arabic_Literature|0": { "acc_norm": 0.4689655172413793, "acc_norm_stderr": 0.04158632762097828 }, "community|acva:Arabic_Math|0": { "acc_norm": 0.30256410256410254, "acc_norm_stderr": 0.03298070870085618 }, "community|acva:Arabic_Medicine|0": { "acc_norm": 0.46206896551724136, "acc_norm_stderr": 0.041546596717075474 }, "community|acva:Arabic_Music|0": { "acc_norm": 0.23741007194244604, "acc_norm_stderr": 0.036220593237998276 }, "community|acva:Arabic_Ornament|0": { "acc_norm": 0.4717948717948718, "acc_norm_stderr": 0.035840746749208334 }, "community|acva:Arabic_Philosophy|0": { "acc_norm": 0.5793103448275863, "acc_norm_stderr": 0.0411391498118926 }, "community|acva:Arabic_Physics_and_Chemistry|0": { "acc_norm": 0.5333333333333333, "acc_norm_stderr": 0.03581804596782232 }, "community|acva:Arabic_Wedding|0": { "acc_norm": 0.41025641025641024, "acc_norm_stderr": 0.03531493712326671 }, "community|acva:Bahrain|0": { "acc_norm": 0.3111111111111111, "acc_norm_stderr": 0.06979205927323111 }, "community|acva:Comoros|0": { "acc_norm": 0.37777777777777777, "acc_norm_stderr": 0.07309112127323451 }, "community|acva:Egypt_modern|0": { "acc_norm": 0.3157894736842105, "acc_norm_stderr": 0.04794350420740798 }, "community|acva:InfluenceFromAncientEgypt|0": { "acc_norm": 0.6051282051282051, "acc_norm_stderr": 0.03509545602262038 }, "community|acva:InfluenceFromByzantium|0": { "acc_norm": 0.7172413793103448, "acc_norm_stderr": 0.03752833958003337 }, "community|acva:InfluenceFromChina|0": { "acc_norm": 0.26666666666666666, "acc_norm_stderr": 0.0317493043641267 }, "community|acva:InfluenceFromGreece|0": { "acc_norm": 0.6307692307692307, "acc_norm_stderr": 0.034648411418637566 }, "community|acva:InfluenceFromIslam|0": { "acc_norm": 0.296551724137931, "acc_norm_stderr": 0.03806142687309993 }, "community|acva:InfluenceFromPersia|0": { "acc_norm": 0.6971428571428572, "acc_norm_stderr": 0.03483414676585986 }, "community|acva:InfluenceFromRome|0": { "acc_norm": 0.5743589743589743, "acc_norm_stderr": 0.03549871080367708 }, "community|acva:Iraq|0": { "acc_norm": 0.5176470588235295, "acc_norm_stderr": 0.05452048340661895 }, "community|acva:Islam_Education|0": { "acc_norm": 0.4512820512820513, "acc_norm_stderr": 0.03572709860318392 }, "community|acva:Islam_branches_and_schools|0": { "acc_norm": 0.4342857142857143, "acc_norm_stderr": 0.037576101528126626 }, "community|acva:Islamic_law_system|0": { "acc_norm": 0.4256410256410256, "acc_norm_stderr": 0.035498710803677086 }, "community|acva:Jordan|0": { "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.07106690545187012 }, "community|acva:Kuwait|0": { "acc_norm": 0.26666666666666666, "acc_norm_stderr": 0.06666666666666667 }, "community|acva:Lebanon|0": { "acc_norm": 0.17777777777777778, "acc_norm_stderr": 0.05763774795025094 }, "community|acva:Libya|0": { "acc_norm": 0.4444444444444444, "acc_norm_stderr": 0.07491109582924914 }, "community|acva:Mauritania|0": { "acc_norm": 0.4222222222222222, "acc_norm_stderr": 0.07446027270295805 }, "community|acva:Mesopotamia_civilization|0": { "acc_norm": 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"community|acva:United_Arab_Emirates|0": { "acc_norm": 0.23529411764705882, "acc_norm_stderr": 0.04628210543937907 }, "community|acva:Yemen|0": { "acc_norm": 0.2, "acc_norm_stderr": 0.13333333333333333 }, "community|acva:communication|0": { "acc_norm": 0.42857142857142855, "acc_norm_stderr": 0.025974025974025955 }, "community|acva:computer_and_phone|0": { "acc_norm": 0.45084745762711864, "acc_norm_stderr": 0.02901934773187137 }, "community|acva:daily_life|0": { "acc_norm": 0.18694362017804153, "acc_norm_stderr": 0.021268948348414647 }, "community|acva:entertainment|0": { "acc_norm": 0.23389830508474577, "acc_norm_stderr": 0.024687839412166384 }, "community|alghafa:mcq_exams_test_ar|0": { "acc_norm": 0.3052064631956912, "acc_norm_stderr": 0.019529330368422058 }, "community|alghafa:meta_ar_dialects|0": { "acc_norm": 0.28378127896200184, "acc_norm_stderr": 0.006138457228900195 }, "community|alghafa:meta_ar_msa|0": { "acc_norm": 0.3039106145251397, "acc_norm_stderr": 0.015382845587584517 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"community|arabic_mmlu:abstract_algebra|0": { "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "community|arabic_mmlu:anatomy|0": { "acc_norm": 0.23703703703703705, "acc_norm_stderr": 0.03673731683969506 }, "community|arabic_mmlu:astronomy|0": { "acc_norm": 0.21052631578947367, "acc_norm_stderr": 0.03317672787533158 }, "community|arabic_mmlu:business_ethics|0": { "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "community|arabic_mmlu:clinical_knowledge|0": { "acc_norm": 0.25660377358490566, "acc_norm_stderr": 0.026880647889051968 }, "community|arabic_mmlu:college_biology|0": { "acc_norm": 0.25, "acc_norm_stderr": 0.03621034121889507 }, "community|arabic_mmlu:college_chemistry|0": { "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932269 }, "community|arabic_mmlu:college_computer_science|0": { "acc_norm": 0.2, "acc_norm_stderr": 0.04020151261036846 }, "community|arabic_mmlu:college_mathematics|0": { "acc_norm": 0.24, "acc_norm_stderr": 0.04292346959909282 }, "community|arabic_mmlu:college_medicine|0": { "acc_norm": 0.1791907514450867, "acc_norm_stderr": 0.029242513059063287 }, "community|arabic_mmlu:college_physics|0": { "acc_norm": 0.27450980392156865, "acc_norm_stderr": 0.044405219061793275 }, "community|arabic_mmlu:computer_security|0": { "acc_norm": 0.33, "acc_norm_stderr": 0.047258156262526045 }, "community|arabic_mmlu:conceptual_physics|0": { "acc_norm": 0.30638297872340425, "acc_norm_stderr": 0.03013590647851756 }, "community|arabic_mmlu:econometrics|0": { "acc_norm": 0.34210526315789475, "acc_norm_stderr": 0.04462917535336937 }, "community|arabic_mmlu:electrical_engineering|0": { "acc_norm": 0.2689655172413793, "acc_norm_stderr": 0.03695183311650232 }, "community|arabic_mmlu:elementary_mathematics|0": { "acc_norm": 0.25132275132275134, "acc_norm_stderr": 0.022340482339643895 }, "community|arabic_mmlu:formal_logic|0": { "acc_norm": 0.25396825396825395, "acc_norm_stderr": 0.038932596106046734 }, "community|arabic_mmlu:global_facts|0": { "acc_norm": 0.25, "acc_norm_stderr": 0.04351941398892446 }, "community|arabic_mmlu:high_school_biology|0": { "acc_norm": 0.20967741935483872, "acc_norm_stderr": 0.023157879349083515 }, "community|arabic_mmlu:high_school_chemistry|0": { "acc_norm": 0.2019704433497537, "acc_norm_stderr": 0.028247350122180267 }, "community|arabic_mmlu:high_school_computer_science|0": { "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768077 }, "community|arabic_mmlu:high_school_european_history|0": { "acc_norm": 0.21212121212121213, "acc_norm_stderr": 0.03192271569548299 }, "community|arabic_mmlu:high_school_geography|0": { "acc_norm": 0.21717171717171718, "acc_norm_stderr": 0.029376616484945633 }, "community|arabic_mmlu:high_school_government_and_politics|0": { "acc_norm": 0.19170984455958548, "acc_norm_stderr": 0.02840895362624529 }, "community|arabic_mmlu:high_school_macroeconomics|0": { "acc_norm": 0.24358974358974358, "acc_norm_stderr": 0.02176373368417392 }, "community|arabic_mmlu:high_school_mathematics|0": { "acc_norm": 0.23703703703703705, "acc_norm_stderr": 0.025928876132766107 }, "community|arabic_mmlu:high_school_microeconomics|0": { "acc_norm": 0.22268907563025211, "acc_norm_stderr": 0.027025433498882385 }, "community|arabic_mmlu:high_school_physics|0": { "acc_norm": 0.2251655629139073, "acc_norm_stderr": 0.03410435282008937 }, "community|arabic_mmlu:high_school_psychology|0": { "acc_norm": 0.25504587155963304, "acc_norm_stderr": 0.01868850085653586 }, "community|arabic_mmlu:high_school_statistics|0": { "acc_norm": 0.22685185185185186, "acc_norm_stderr": 0.028561650102422273 }, "community|arabic_mmlu:high_school_us_history|0": { "acc_norm": 0.2696078431372549, "acc_norm_stderr": 0.031145570659486782 }, "community|arabic_mmlu:high_school_world_history|0": { "acc_norm": 0.28270042194092826, "acc_norm_stderr": 0.02931281415395592 }, "community|arabic_mmlu:human_aging|0": { "acc_norm": 0.336322869955157, "acc_norm_stderr": 0.031708824268455 }, "community|arabic_mmlu:human_sexuality|0": { "acc_norm": 0.2824427480916031, "acc_norm_stderr": 0.03948406125768361 }, "community|arabic_mmlu:international_law|0": { "acc_norm": 0.3140495867768595, "acc_norm_stderr": 0.04236964753041017 }, "community|arabic_mmlu:jurisprudence|0": { "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.04557239513497751 }, "community|arabic_mmlu:logical_fallacies|0": { "acc_norm": 0.24539877300613497, "acc_norm_stderr": 0.03380939813943354 }, "community|arabic_mmlu:machine_learning|0": { "acc_norm": 0.30357142857142855, "acc_norm_stderr": 0.04364226155841044 }, "community|arabic_mmlu:management|0": { "acc_norm": 0.21359223300970873, "acc_norm_stderr": 0.040580420156460344 }, "community|arabic_mmlu:marketing|0": { "acc_norm": 0.29914529914529914, "acc_norm_stderr": 0.0299969518583495 }, "community|arabic_mmlu:medical_genetics|0": { "acc_norm": 0.29, "acc_norm_stderr": 0.04560480215720683 }, "community|arabic_mmlu:miscellaneous|0": { "acc_norm": 0.280970625798212, "acc_norm_stderr": 0.01607312785122124 }, "community|arabic_mmlu:moral_disputes|0": { "acc_norm": 0.2832369942196532, "acc_norm_stderr": 0.02425790170532337 }, "community|arabic_mmlu:moral_scenarios|0": { "acc_norm": 0.24022346368715083, "acc_norm_stderr": 0.014288343803925314 }, "community|arabic_mmlu:nutrition|0": { "acc_norm": 0.26143790849673204, "acc_norm_stderr": 0.025160998214292456 }, "community|arabic_mmlu:philosophy|0": { "acc_norm": 0.21543408360128619, "acc_norm_stderr": 0.023350225475471418 }, "community|arabic_mmlu:prehistory|0": { "acc_norm": 0.2808641975308642, "acc_norm_stderr": 0.025006469755799208 }, "community|arabic_mmlu:professional_accounting|0": { "acc_norm": 0.24468085106382978, "acc_norm_stderr": 0.025645553622266726 }, "community|arabic_mmlu:professional_law|0": { "acc_norm": 0.2737940026075619, "acc_norm_stderr": 0.011388612167979397 }, "community|arabic_mmlu:professional_medicine|0": { "acc_norm": 0.19117647058823528, "acc_norm_stderr": 0.023886881922440345 }, "community|arabic_mmlu:professional_psychology|0": { "acc_norm": 0.2549019607843137, "acc_norm_stderr": 0.017630827375148383 }, "community|arabic_mmlu:public_relations|0": { "acc_norm": 0.4090909090909091, "acc_norm_stderr": 0.04709306978661895 }, "community|arabic_mmlu:security_studies|0": { "acc_norm": 0.21224489795918366, "acc_norm_stderr": 0.026176967197866767 }, "community|arabic_mmlu:sociology|0": { "acc_norm": 0.26865671641791045, "acc_norm_stderr": 0.03134328358208954 }, "community|arabic_mmlu:us_foreign_policy|0": { "acc_norm": 0.28, "acc_norm_stderr": 0.045126085985421276 }, "community|arabic_mmlu:virology|0": { "acc_norm": 0.26506024096385544, "acc_norm_stderr": 0.03436024037944967 }, "community|arabic_mmlu:world_religions|0": { "acc_norm": 0.3508771929824561, "acc_norm_stderr": 0.03660298834049162 }, "community|arc_challenge_okapi_ar|0": { "acc_norm": 0.3112068965517241, "acc_norm_stderr": 0.01359963596713619 }, "community|arc_easy_ar|0": { "acc_norm": 0.311336717428088, "acc_norm_stderr": 0.009525477914535084 }, "community|boolq_ar|0": { "acc_norm": 0.6273006134969326, "acc_norm_stderr": 0.008469836265170148 }, "community|copa_ext_ar|0": { "acc_norm": 0.5111111111111111, "acc_norm_stderr": 0.05298680599073449 }, "community|hellaswag_okapi_ar|0": { "acc_norm": 0.26322102278922693, "acc_norm_stderr": 0.004598796911931724 }, "community|openbook_qa_ext_ar|0": { "acc_norm": 0.38181818181818183, "acc_norm_stderr": 0.021858630154917676 }, "community|piqa_ar|0": { "acc_norm": 0.5199127114020731, "acc_norm_stderr": 0.011672465171946218 }, "community|race_ar|0": { "acc_norm": 0.3242036924325421, "acc_norm_stderr": 0.006667784207284275 }, "community|sciq_ar|0": { "acc_norm": 0.3849246231155779, "acc_norm_stderr": 0.015433300952963209 }, "community|toxigen_ar|0": { "acc_norm": 0.4320855614973262, "acc_norm_stderr": 0.01620887578524445 }, "lighteval|xstory_cloze:ar|0": { "acc": 0.6551952349437459, "acc_stderr": 0.012231607060884926 }, "community|acva:_average|0": { "acc_norm": 0.3962472437541429, "acc_norm_stderr": 0.045825287236165184 }, "community|alghafa:_average|0": { "acc_norm": 0.3975852419828587, "acc_norm_stderr": 0.02234565325306657 }, "community|arabic_mmlu:_average|0": { "acc_norm": 0.2608150399665114, "acc_norm_stderr": 0.032800118542940786 } } ``` ## Dataset Details ### Dataset Description <!-- Provide a longer summary of what this dataset is. --> - **Curated by:** [More Information Needed] - **Funded by [optional]:** [More Information Needed] - **Shared by [optional]:** [More Information Needed] - **Language(s) (NLP):** [More Information Needed] - **License:** [More Information Needed] ### Dataset Sources [optional] <!-- Provide the basic links for the dataset. --> - **Repository:** [More Information Needed] - **Paper [optional]:** [More Information Needed] - **Demo [optional]:** [More Information Needed] ## Uses <!-- Address questions around how the dataset is 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提供机构:
OALL
原始信息汇总

数据集概述

该数据集是在评估模型sambanovasystems/SambaLingo-Arabic-Base的过程中自动创建的。数据集包含136个配置,每个配置对应一个评估任务。

数据集结构

  • 配置数量:136个配置
  • 数据来源:从1次运行中创建,每个运行可以在每个配置中找到特定的分割,分割名称使用运行的时间戳。
  • 训练分割:"train"分割始终指向最新的结果。
  • 结果配置:一个额外的配置"results"存储所有运行的聚合结果。

数据加载示例

python from datasets import load_dataset data = load_dataset("OALL/details_sambanovasystems__SambaLingo-Arabic-Base", "lighteval_xstory_cloze_ar_0", split="train")

最新结果

以下是2024-05-24T08:52:35.585465运行的最新结果:

python { "all": { "acc_norm": 0.3390354884405381, "acc_norm_stderr": 0.03636226322230282, "acc": 0.6551952349437459, "acc_stderr": 0.012231607060884926 }, "community|acva:Algeria|0": { "acc_norm": 0.517948717948718, "acc_norm_stderr": 0.03587477098773825 }, "community|acva:Ancient_Egypt|0": { "acc_norm": 0.050793650793650794, "acc_norm_stderr": 0.01239139518482262 }, "community|acva:Arab_Empire|0": { "acc_norm": 0.30943396226415093, "acc_norm_stderr": 0.028450154794118627 }, "community|acva:Arabic_Architecture|0": { "acc_norm": 0.4564102564102564, "acc_norm_stderr": 0.035761230969912135 }, "community|acva:Arabic_Art|0": { "acc_norm": 0.3435897435897436, "acc_norm_stderr": 0.03409627301409856 }, "community|acva:Arabic_Astronomy|0": { "acc_norm": 0.4666666666666667, "acc_norm_stderr": 0.03581804596782233 }, "community|acva:Arabic_Calligraphy|0": { "acc_norm": 0.5137254901960784, "acc_norm_stderr": 0.03136096744694241 }, "community|acva:Arabic_Ceremony|0": { "acc_norm": 0.518918918918919, "acc_norm_stderr": 0.036834092970087065 }, "community|acva:Arabic_Clothing|0": { "acc_norm": 0.5128205128205128, "acc_norm_stderr": 0.03588610523192215 }, "community|acva:Arabic_Culture|0": { "acc_norm": 0.23076923076923078, "acc_norm_stderr": 0.0302493752938313 }, "community|acva:Arabic_Food|0": { "acc_norm": 0.441025641025641, "acc_norm_stderr": 0.0356473293185358 }, "community|acva:Arabic_Funeral|0": { "acc_norm": 0.4, "acc_norm_stderr": 0.050529115263991134 }, "community|acva:Arabic_Geography|0": { "acc_norm": 0.6275862068965518, "acc_norm_stderr": 0.04028731532947558 }, "community|acva:Arabic_History|0": { "acc_norm": 0.30256410256410254, "acc_norm_stderr": 0.03298070870085619 }, "community|acva:Arabic_Language_Origin|0": { "acc_norm": 0.5473684210526316, "acc_norm_stderr": 0.051339113773544845 }, "community|acva:Arabic_Literature|0": { "acc_norm": 0.4689655172413793, "acc_norm_stderr": 0.04158632762097828 }, "community|acva:Arabic_Math|0": { "acc_norm": 0.30256410256410254, "acc_norm_stderr": 0.03298070870085618 }, "community|acva:Arabic_Medicine|0": { "acc_norm": 0.46206896551724136, "acc_norm_stderr": 0.041546596717075474 }, "community|acva:Arabic_Music|0": { "acc_norm": 0.23741007194244604, "acc_norm_stderr": 0.036220593237998276 }, "community|acva:Arabic_Ornament|0": { "acc_norm": 0.4717948717948718, "acc_norm_stderr": 0.035840746749208334 }, "community|acva:Arabic_Philosophy|0": { "acc_norm": 0.5793103448275863, "acc_norm_stderr": 0.0411391498118926 }, "community|acva:Arabic_Physics_and_Chemistry|0": { "acc_norm": 0.5333333333333333, "acc_norm_stderr": 0.03581804596782232 }, "community|acva:Arabic_Wedding|0": { "acc_norm": 0.41025641025641024, "acc_norm_stderr": 0.03531493712326671 }, "community|acva:Bahrain|0": { "acc_norm": 0.3111111111111111, "acc_norm_stderr": 0.06979205927323111 }, "community|acva:Comoros|0": { "acc_norm": 0.37777777777777777, "acc_norm_stderr": 0.07309112127323451 }, "community|acva:Egypt_modern|0": { "acc_norm": 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"community|acva:Islam_Education|0": { "acc_norm": 0.4512820512820513, "acc_norm_stderr": 0.03572709860318392 }, "community|acva:Islam_branches_and_schools|0": { "acc_norm": 0.4342857142857143, "acc_norm_stderr": 0.037576101528126626 }, "community|acva:Islamic_law_system|0": { "acc_norm": 0.4256410256410256, "acc_norm_stderr": 0.035498710803677086 }, "community|acva:Jordan|0": { "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.07106690545187012 }, "community|acva:Kuwait|0": { "acc_norm": 0.26666666666666666, "acc_norm_stderr": 0.06666666666666667 }, "community|acva:Lebanon|0": { "acc_norm": 0.17777777777777778, "acc_norm_stderr": 0.05763774795025094 }, "community|acva:Libya|0": { "acc_norm": 0.4444444444444444, "acc_norm_stderr": 0.07491109582924914 }, "community|acva:Mauritania|0": { "acc_norm": 0.4222222222222222, "acc_norm_stderr": 0.07446027270295805 }, "community|acva:Mesopotamia_civilization|0": { "acc_norm": 0.5225806451612903, "acc_norm_stderr": 0.0402500394824441 }, "community|acva:Morocco|0": { "acc_norm": 0.2222222222222222, "acc_norm_stderr": 0.06267511942419628 }, "community|acva:Oman|0": { "acc_norm": 0.2, "acc_norm_stderr": 0.06030226891555273 }, "community|acva:Palestine|0": { "acc_norm": 0.24705882352941178, "acc_norm_stderr": 0.047058823529411785 }, "community|acva:Qatar|0": { "acc_norm": 0.4, "acc_norm_stderr": 0.07385489458759964 }, "community|acva:Saudi_Arabia|0": { "acc_norm": 0.3282051282051282, "acc_norm_stderr": 0.03371243782413707 }, "community|acva:Somalia|0": { "acc_norm": 0.35555555555555557

搜集汇总
数据集介绍
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构建方式
该数据集是在对sambanovasystems/SambaLingo-Arabic-Base模型进行自动化评估过程中动态生成的。其构建依托于一次完整的评估运行,共包含136个独立的配置,每个配置对应一项被评估的具体任务。数据集中,每一次运行的结果均以时间戳命名的分割形式存储于各配置之下,而“train”分割则始终指向最新一次运行的输出。此外,数据集还额外设置了一个名为“results”的配置,用于汇总所有任务的聚合评估指标,从而形成一个结构清晰、层次分明的评估结果仓库。
特点
该数据集的核心特点在于其高度组织化的多任务评估架构。通过136个配置,它覆盖了从阿拉伯语方言识别、文化常识(如阿拉伯历史、艺术、美食)到专业学科(如医学、物理、数学)等极为广泛的测评维度。每个任务配置内部均保留了历次运行的历史记录,便于追踪模型性能的演化轨迹。同时,“results”配置对全局性能进行了统合,提供了诸如准确率及其标准误等关键统计量,为研究者提供了一个兼具细粒度与宏观视角的模型能力评估镜像。
使用方法
研究者可通过HuggingFace的datasets库便捷地加载该数据集。具体而言,使用load_dataset函数并指定目标任务的配置名称(例如“lighteval_xstory_cloze_ar_0”)以及所需的分割(如“train”),即可获取特定任务的最新评估详情。若要访问历史运行结果,只需将分割名称替换为对应的时间戳字符串。此外,通过加载“results”配置,用户能够直接获取所有任务的聚合指标,从而快速进行模型性能的横向比较与综合分析。
背景与挑战
背景概述
在自然语言处理领域,针对低资源语言的大规模语言模型评估一直是研究的热点与难点。SambaLingo-Arabic-Base是SambaNova Systems于2024年发布的一款阿拉伯语基础语言模型,旨在推动阿拉伯语自然语言理解技术的发展。该模型的评估数据集由Open Access LLM Leaderboard(OALL)自动构建,涵盖了136个评估任务,涉及阿拉伯语方言、文化知识、科学推理及情感分析等多个维度。这一数据集的创建不仅为阿拉伯语模型的性能提供了全面的基准测试,还揭示了现有模型在跨领域知识掌握上的显著差异,为后续研究指明了方向。其影响力体现在为阿拉伯语NLP社区提供了一套标准化、多任务的评估框架,促进了模型在复杂语言现象上的深入探索。
当前挑战
当前数据集面临的核心挑战包括:1)领域问题层面,阿拉伯语因其丰富的方言变体、复杂的形态结构及文化特异性,使得模型在通用知识推理(如阿拉伯语MMLU任务中acc_norm普遍低于30%)与方言理解(如meta_ar_dialects任务acc_norm仅28.4%)上表现不佳,亟需解决跨方言泛化与知识迁移的难题。2)构建过程中,数据集依赖自动评估流水线,虽覆盖136个任务,但部分子任务(如acva:Yemen仅含少数样本)存在样本不均衡问题,且评估指标仅采用acc_norm等简单度量,缺乏对模型鲁棒性、公平性及生成质量的深入考量,限制了评估的全面性。此外,动态更新的结果管理机制(如按时间戳分割)虽然灵活,但增加了结果复现与对比的复杂性。
常用场景
经典使用场景
该数据集的核心用途在于对阿拉伯语基础语言模型SambaLingo-Arabic-Base进行系统性的多任务评估。它整合了136个不同的评测配置,覆盖了从阿拉伯语方言识别、文化常识理解到专业学科知识(如医学、数学、法学)的广泛维度。研究者可通过加载特定配置(如lighteval_xstory_cloze_ar_0)与对应分割,精准获取模型在各项任务上的表现指标,从而量化其语言理解与推理能力。这一设计使得跨任务的性能对比与综合基准构建成为可能,是评估阿拉伯语大模型能力的标准工具。
实际应用
在实际应用中,该数据集为阿拉伯语智能系统的质量保障提供了关键支撑。企业或机构可借助其评测结果筛选出在特定场景下表现优异的模型,例如在阿拉伯语客服系统中优先采用方言理解准确率高的版本,或在教育辅助工具中选用专业知识评测得分更优的模型。此外,该数据集支持对模型进行持续追踪,通过定期运行评测任务来监控模型更新后的性能变化,从而确保部署系统的稳定与可靠,降低了因模型退化带来的业务风险。
衍生相关工作
基于此数据集,衍生出了多项推动阿拉伯语NLP发展的经典工作。研究者利用其细粒度的评测结果,分析了SambaLingo-Arabic-Base在不同文化子领域(如阿拉伯建筑、伊斯兰法学)中的表现差异,进而提出了针对性的领域自适应微调方法。另有工作将此数据集作为基准,对比了多种阿拉伯语预训练模型的优劣,并据此发布了首个阿拉伯语大模型排行榜。此外,该数据集的评测框架被扩展至其他低资源语言,催生了跨语言评估范式的创新,显著提升了多语言模型研究的可复现性。
以上内容由遇见数据集搜集并总结生成
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