OALL/details_Kukedlc__NeuralSynthesis-7B-v0.1
收藏Hugging Face2024-06-13 更新2024-06-29 收录
下载链接:
https://hf-mirror.com/datasets/OALL/details_Kukedlc__NeuralSynthesis-7B-v0.1
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资源简介:
---
pretty_name: Evaluation run of Kukedlc/NeuralSynthesis-7B-v0.1
dataset_summary: "Dataset automatically created during the evaluation run of model\
\ [Kukedlc/NeuralSynthesis-7B-v0.1](https://huggingface.co/Kukedlc/NeuralSynthesis-7B-v0.1).\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_Kukedlc__NeuralSynthesis-7B-v0.1\"\
,\n\t\"lighteval_xstory_cloze_ar_0\",\n\tsplit=\"train\")\n```\n\n## Latest results\n\
\nThese are the [latest results from run 2024-06-13T09:13:23.632768](https://huggingface.co/datasets/OALL/details_Kukedlc__NeuralSynthesis-7B-v0.1/blob/main/results_2024-06-13T09-13-23.632768.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\": 0.4949542353018652,\n\
\ \"acc_norm_stderr\": 0.03737225476400869,\n \"acc\": 0.5678358702845797,\n\
\ \"acc_stderr\": 0.012748153864597584\n },\n \"community|acva:Algeria|0\"\
: {\n \"acc_norm\": 0.6256410256410256,\n \"acc_norm_stderr\": 0.03474608430626236\n\
\ },\n \"community|acva:Ancient_Egypt|0\": {\n \"acc_norm\": 0.6698412698412698,\n\
\ \"acc_norm_stderr\": 0.0265388756462877\n },\n \"community|acva:Arab_Empire|0\"\
: {\n \"acc_norm\": 0.5245283018867924,\n \"acc_norm_stderr\": 0.030735822206205608\n\
\ },\n \"community|acva:Arabic_Architecture|0\": {\n \"acc_norm\":\
\ 0.6256410256410256,\n \"acc_norm_stderr\": 0.034746084306262345\n },\n\
\ \"community|acva:Arabic_Art|0\": {\n \"acc_norm\": 0.6512820512820513,\n\
\ \"acc_norm_stderr\": 0.034215338466705415\n },\n \"community|acva:Arabic_Astronomy|0\"\
: {\n \"acc_norm\": 0.47692307692307695,\n \"acc_norm_stderr\": 0.0358596530894741\n\
\ },\n \"community|acva:Arabic_Calligraphy|0\": {\n \"acc_norm\": 0.7058823529411765,\n\
\ \"acc_norm_stderr\": 0.02858971627977945\n },\n \"community|acva:Arabic_Ceremony|0\"\
: {\n \"acc_norm\": 0.6756756756756757,\n \"acc_norm_stderr\": 0.034510399895624946\n\
\ },\n \"community|acva:Arabic_Clothing|0\": {\n \"acc_norm\": 0.6512820512820513,\n\
\ \"acc_norm_stderr\": 0.03421533846670541\n },\n \"community|acva:Arabic_Culture|0\"\
: {\n \"acc_norm\": 0.6820512820512821,\n \"acc_norm_stderr\": 0.03343383454355787\n\
\ },\n \"community|acva:Arabic_Food|0\": {\n \"acc_norm\": 0.6205128205128205,\n\
\ \"acc_norm_stderr\": 0.03483959266365358\n },\n \"community|acva:Arabic_Funeral|0\"\
: {\n \"acc_norm\": 0.8,\n \"acc_norm_stderr\": 0.041256849850351704\n\
\ },\n \"community|acva:Arabic_Geography|0\": {\n \"acc_norm\": 0.6068965517241379,\n\
\ \"acc_norm_stderr\": 0.040703290137070705\n },\n \"community|acva:Arabic_History|0\"\
: {\n \"acc_norm\": 0.5487179487179488,\n \"acc_norm_stderr\": 0.03572709860318392\n\
\ },\n \"community|acva:Arabic_Language_Origin|0\": {\n \"acc_norm\"\
: 0.7052631578947368,\n \"acc_norm_stderr\": 0.04702500873924839\n },\n\
\ \"community|acva:Arabic_Literature|0\": {\n \"acc_norm\": 0.7034482758620689,\n\
\ \"acc_norm_stderr\": 0.03806142687309993\n },\n \"community|acva:Arabic_Math|0\"\
: {\n \"acc_norm\": 0.4461538461538462,\n \"acc_norm_stderr\": 0.03568913546569233\n\
\ },\n \"community|acva:Arabic_Medicine|0\": {\n \"acc_norm\": 0.7034482758620689,\n\
\ \"acc_norm_stderr\": 0.03806142687309992\n },\n \"community|acva:Arabic_Music|0\"\
: {\n \"acc_norm\": 0.7553956834532374,\n \"acc_norm_stderr\": 0.03659146222520568\n\
\ },\n \"community|acva:Arabic_Ornament|0\": {\n \"acc_norm\": 0.764102564102564,\n\
\ \"acc_norm_stderr\": 0.030481516761721554\n },\n \"community|acva:Arabic_Philosophy|0\"\
: {\n \"acc_norm\": 0.7379310344827587,\n \"acc_norm_stderr\": 0.036646663372252565\n\
\ },\n \"community|acva:Arabic_Physics_and_Chemistry|0\": {\n \"acc_norm\"\
: 0.6051282051282051,\n \"acc_norm_stderr\": 0.03509545602262038\n },\n\
\ \"community|acva:Arabic_Wedding|0\": {\n \"acc_norm\": 0.7538461538461538,\n\
\ \"acc_norm_stderr\": 0.030927428371225647\n },\n \"community|acva:Bahrain|0\"\
: {\n \"acc_norm\": 0.6888888888888889,\n \"acc_norm_stderr\": 0.06979205927323111\n\
\ },\n \"community|acva:Comoros|0\": {\n \"acc_norm\": 0.4666666666666667,\n\
\ \"acc_norm_stderr\": 0.0752101433090355\n },\n \"community|acva:Egypt_modern|0\"\
: {\n \"acc_norm\": 0.6526315789473685,\n \"acc_norm_stderr\": 0.04910947400776659\n\
\ },\n \"community|acva:InfluenceFromAncientEgypt|0\": {\n \"acc_norm\"\
: 0.8102564102564103,\n \"acc_norm_stderr\": 0.0281510066376941\n },\n\
\ \"community|acva:InfluenceFromByzantium|0\": {\n \"acc_norm\": 0.7310344827586207,\n\
\ \"acc_norm_stderr\": 0.036951833116502325\n },\n \"community|acva:InfluenceFromChina|0\"\
: {\n \"acc_norm\": 0.2717948717948718,\n \"acc_norm_stderr\": 0.03194086187025725\n\
\ },\n \"community|acva:InfluenceFromGreece|0\": {\n \"acc_norm\":\
\ 0.7333333333333333,\n \"acc_norm_stderr\": 0.0317493043641267\n },\n\
\ \"community|acva:InfluenceFromIslam|0\": {\n \"acc_norm\": 0.8551724137931035,\n\
\ \"acc_norm_stderr\": 0.02932724326936338\n },\n \"community|acva:InfluenceFromPersia|0\"\
: {\n \"acc_norm\": 0.76,\n \"acc_norm_stderr\": 0.032377088536015224\n\
\ },\n \"community|acva:InfluenceFromRome|0\": {\n \"acc_norm\": 0.6564102564102564,\n\
\ \"acc_norm_stderr\": 0.03409627301409855\n },\n \"community|acva:Iraq|0\"\
: {\n \"acc_norm\": 0.6705882352941176,\n \"acc_norm_stderr\": 0.051281164041654954\n\
\ },\n \"community|acva:Islam_Education|0\": {\n \"acc_norm\": 0.7846153846153846,\n\
\ \"acc_norm_stderr\": 0.02951446289186094\n },\n \"community|acva:Islam_branches_and_schools|0\"\
: {\n \"acc_norm\": 0.7257142857142858,\n \"acc_norm_stderr\": 0.033822819375172945\n\
\ },\n \"community|acva:Islamic_law_system|0\": {\n \"acc_norm\": 0.7692307692307693,\n\
\ \"acc_norm_stderr\": 0.03024937529383131\n },\n \"community|acva:Jordan|0\"\
: {\n \"acc_norm\": 0.6444444444444445,\n \"acc_norm_stderr\": 0.07216392363431012\n\
\ },\n \"community|acva:Kuwait|0\": {\n \"acc_norm\": 0.7777777777777778,\n\
\ \"acc_norm_stderr\": 0.06267511942419628\n },\n \"community|acva:Lebanon|0\"\
: {\n \"acc_norm\": 0.6222222222222222,\n \"acc_norm_stderr\": 0.07309112127323451\n\
\ },\n \"community|acva:Libya|0\": {\n \"acc_norm\": 0.6444444444444445,\n\
\ \"acc_norm_stderr\": 0.07216392363431012\n },\n \"community|acva:Mauritania|0\"\
: {\n \"acc_norm\": 0.6666666666666666,\n \"acc_norm_stderr\": 0.07106690545187012\n\
\ },\n \"community|acva:Mesopotamia_civilization|0\": {\n \"acc_norm\"\
: 0.6451612903225806,\n \"acc_norm_stderr\": 0.03855576159143203\n },\n\
\ \"community|acva:Morocco|0\": {\n \"acc_norm\": 0.7111111111111111,\n\
\ \"acc_norm_stderr\": 0.06832943242540507\n },\n \"community|acva:Oman|0\"\
: {\n \"acc_norm\": 0.6666666666666666,\n \"acc_norm_stderr\": 0.07106690545187012\n\
\ },\n \"community|acva:Palestine|0\": {\n \"acc_norm\": 0.5882352941176471,\n\
\ \"acc_norm_stderr\": 0.05369828995148691\n },\n \"community|acva:Qatar|0\"\
: {\n \"acc_norm\": 0.7111111111111111,\n \"acc_norm_stderr\": 0.06832943242540508\n\
\ },\n \"community|acva:Saudi_Arabia|0\": {\n \"acc_norm\": 0.6153846153846154,\n\
\ \"acc_norm_stderr\": 0.034928969937423046\n },\n \"community|acva:Somalia|0\"\
: {\n \"acc_norm\": 0.6666666666666666,\n \"acc_norm_stderr\": 0.07106690545187012\n\
\ },\n \"community|acva:Sudan|0\": {\n \"acc_norm\": 0.6222222222222222,\n\
\ \"acc_norm_stderr\": 0.07309112127323451\n },\n \"community|acva:Syria|0\"\
: {\n \"acc_norm\": 0.7555555555555555,\n \"acc_norm_stderr\": 0.06478835438716998\n\
\ },\n \"community|acva:Tunisia|0\": {\n \"acc_norm\": 0.6444444444444445,\n\
\ \"acc_norm_stderr\": 0.07216392363431012\n },\n \"community|acva:United_Arab_Emirates|0\"\
: {\n \"acc_norm\": 0.5411764705882353,\n \"acc_norm_stderr\": 0.0543691634273002\n\
\ },\n \"community|acva:Yemen|0\": {\n \"acc_norm\": 0.5,\n \
\ \"acc_norm_stderr\": 0.16666666666666666\n },\n \"community|acva:communication|0\"\
: {\n \"acc_norm\": 0.5137362637362637,\n \"acc_norm_stderr\": 0.026233288793681565\n\
\ },\n \"community|acva:computer_and_phone|0\": {\n \"acc_norm\": 0.6101694915254238,\n\
\ \"acc_norm_stderr\": 0.02844392281954166\n },\n \"community|acva:daily_life|0\"\
: {\n \"acc_norm\": 0.7833827893175074,\n \"acc_norm_stderr\": 0.022473144999896975\n\
\ },\n \"community|acva:entertainment|0\": {\n \"acc_norm\": 0.6101694915254238,\n\
\ \"acc_norm_stderr\": 0.028443922819541667\n },\n \"community|alghafa:mcq_exams_test_ar|0\"\
: {\n \"acc_norm\": 0.31956912028725315,\n \"acc_norm_stderr\": 0.019775934508750637\n\
\ },\n \"community|alghafa:meta_ar_dialects|0\": {\n \"acc_norm\":\
\ 0.32233549582947174,\n \"acc_norm_stderr\": 0.0063636452959813005\n \
\ },\n \"community|alghafa:meta_ar_msa|0\": {\n \"acc_norm\": 0.3888268156424581,\n\
\ \"acc_norm_stderr\": 0.016303899530796136\n },\n \"community|alghafa:multiple_choice_facts_truefalse_balanced_task|0\"\
: {\n \"acc_norm\": 0.52,\n \"acc_norm_stderr\": 0.05807730170189531\n\
\ },\n \"community|alghafa:multiple_choice_grounded_statement_soqal_task|0\"\
: {\n \"acc_norm\": 0.6333333333333333,\n \"acc_norm_stderr\": 0.039478328284971595\n\
\ },\n \"community|alghafa:multiple_choice_grounded_statement_xglue_mlqa_task|0\"\
: {\n \"acc_norm\": 0.5133333333333333,\n \"acc_norm_stderr\": 0.040947029312822146\n\
\ },\n \"community|alghafa:multiple_choice_rating_sentiment_no_neutral_task|0\"\
: {\n \"acc_norm\": 0.8207629768605378,\n \"acc_norm_stderr\": 0.004289835789721499\n\
\ },\n \"community|alghafa:multiple_choice_rating_sentiment_task|0\": {\n\
\ \"acc_norm\": 0.4890742285237698,\n \"acc_norm_stderr\": 0.006456660105089425\n\
\ },\n \"community|alghafa:multiple_choice_sentiment_task|0\": {\n \
\ \"acc_norm\": 0.42790697674418604,\n \"acc_norm_stderr\": 0.011933561377159304\n\
\ },\n \"community|arabic_exams|0\": {\n \"acc_norm\": 0.3221601489757914,\n\
\ \"acc_norm_stderr\": 0.020184456641247482\n },\n \"community|arabic_mmlu:abstract_algebra|0\"\
: {\n \"acc_norm\": 0.26,\n \"acc_norm_stderr\": 0.04408440022768077\n\
\ },\n \"community|arabic_mmlu:anatomy|0\": {\n \"acc_norm\": 0.25925925925925924,\n\
\ \"acc_norm_stderr\": 0.03785714465066652\n },\n \"community|arabic_mmlu:astronomy|0\"\
: {\n \"acc_norm\": 0.3684210526315789,\n \"acc_norm_stderr\": 0.03925523381052932\n\
\ },\n \"community|arabic_mmlu:business_ethics|0\": {\n \"acc_norm\"\
: 0.47,\n \"acc_norm_stderr\": 0.050161355804659205\n },\n \"community|arabic_mmlu:clinical_knowledge|0\"\
: {\n \"acc_norm\": 0.39245283018867927,\n \"acc_norm_stderr\": 0.03005258057955784\n\
\ },\n \"community|arabic_mmlu:college_biology|0\": {\n \"acc_norm\"\
: 0.3194444444444444,\n \"acc_norm_stderr\": 0.03899073687357336\n },\n\
\ \"community|arabic_mmlu:college_chemistry|0\": {\n \"acc_norm\": 0.33,\n\
\ \"acc_norm_stderr\": 0.04725815626252604\n },\n \"community|arabic_mmlu:college_computer_science|0\"\
: {\n \"acc_norm\": 0.24,\n \"acc_norm_stderr\": 0.04292346959909283\n\
\ },\n \"community|arabic_mmlu:college_mathematics|0\": {\n \"acc_norm\"\
: 0.26,\n \"acc_norm_stderr\": 0.0440844002276808\n },\n \"community|arabic_mmlu:college_medicine|0\"\
: {\n \"acc_norm\": 0.3179190751445087,\n \"acc_norm_stderr\": 0.03550683989165582\n\
\ },\n \"community|arabic_mmlu:college_physics|0\": {\n \"acc_norm\"\
: 0.23529411764705882,\n \"acc_norm_stderr\": 0.04220773659171453\n },\n\
\ \"community|arabic_mmlu:computer_security|0\": {\n \"acc_norm\": 0.42,\n\
\ \"acc_norm_stderr\": 0.049604496374885836\n },\n \"community|arabic_mmlu:conceptual_physics|0\"\
: {\n \"acc_norm\": 0.3191489361702128,\n \"acc_norm_stderr\": 0.030472973363380045\n\
\ },\n \"community|arabic_mmlu:econometrics|0\": {\n \"acc_norm\":\
\ 0.23684210526315788,\n \"acc_norm_stderr\": 0.03999423879281336\n },\n\
\ \"community|arabic_mmlu:electrical_engineering|0\": {\n \"acc_norm\"\
: 0.3931034482758621,\n \"acc_norm_stderr\": 0.040703290137070705\n },\n\
\ \"community|arabic_mmlu:elementary_mathematics|0\": {\n \"acc_norm\"\
: 0.2962962962962963,\n \"acc_norm_stderr\": 0.02351729433596329\n },\n\
\ \"community|arabic_mmlu:formal_logic|0\": {\n \"acc_norm\": 0.2777777777777778,\n\
\ \"acc_norm_stderr\": 0.040061680838488795\n },\n \"community|arabic_mmlu:global_facts|0\"\
: {\n \"acc_norm\": 0.29,\n \"acc_norm_stderr\": 0.045604802157206845\n\
\ },\n \"community|arabic_mmlu:high_school_biology|0\": {\n \"acc_norm\"\
: 0.3741935483870968,\n \"acc_norm_stderr\": 0.027528904299845794\n },\n\
\ \"community|arabic_mmlu:high_school_chemistry|0\": {\n \"acc_norm\"\
: 0.3645320197044335,\n \"acc_norm_stderr\": 0.0338640574606209\n },\n\
\ \"community|arabic_mmlu:high_school_computer_science|0\": {\n \"acc_norm\"\
: 0.38,\n \"acc_norm_stderr\": 0.048783173121456316\n },\n \"community|arabic_mmlu:high_school_european_history|0\"\
: {\n \"acc_norm\": 0.22424242424242424,\n \"acc_norm_stderr\": 0.032568666616811015\n\
\ },\n \"community|arabic_mmlu:high_school_geography|0\": {\n \"acc_norm\"\
: 0.3333333333333333,\n \"acc_norm_stderr\": 0.033586181457325226\n },\n\
\ \"community|arabic_mmlu:high_school_government_and_politics|0\": {\n \
\ \"acc_norm\": 0.29533678756476683,\n \"acc_norm_stderr\": 0.03292296639155141\n\
\ },\n \"community|arabic_mmlu:high_school_macroeconomics|0\": {\n \
\ \"acc_norm\": 0.32051282051282054,\n \"acc_norm_stderr\": 0.023661296393964273\n\
\ },\n \"community|arabic_mmlu:high_school_mathematics|0\": {\n \"\
acc_norm\": 0.3074074074074074,\n \"acc_norm_stderr\": 0.028133252578815642\n\
\ },\n \"community|arabic_mmlu:high_school_microeconomics|0\": {\n \
\ \"acc_norm\": 0.28991596638655465,\n \"acc_norm_stderr\": 0.029472485833136094\n\
\ },\n \"community|arabic_mmlu:high_school_physics|0\": {\n \"acc_norm\"\
: 0.31125827814569534,\n \"acc_norm_stderr\": 0.03780445850526733\n },\n\
\ \"community|arabic_mmlu:high_school_psychology|0\": {\n \"acc_norm\"\
: 0.28990825688073396,\n \"acc_norm_stderr\": 0.0194530666092016\n },\n\
\ \"community|arabic_mmlu:high_school_statistics|0\": {\n \"acc_norm\"\
: 0.33796296296296297,\n \"acc_norm_stderr\": 0.032259413526312945\n },\n\
\ \"community|arabic_mmlu:high_school_us_history|0\": {\n \"acc_norm\"\
: 0.2647058823529412,\n \"acc_norm_stderr\": 0.030964517926923403\n },\n\
\ \"community|arabic_mmlu:high_school_world_history|0\": {\n \"acc_norm\"\
: 0.33755274261603374,\n \"acc_norm_stderr\": 0.030781549102026223\n },\n\
\ \"community|arabic_mmlu:human_aging|0\": {\n \"acc_norm\": 0.2914798206278027,\n\
\ \"acc_norm_stderr\": 0.03050028317654592\n },\n \"community|arabic_mmlu:human_sexuality|0\"\
: {\n \"acc_norm\": 0.3511450381679389,\n \"acc_norm_stderr\": 0.04186445163013751\n\
\ },\n \"community|arabic_mmlu:international_law|0\": {\n \"acc_norm\"\
: 0.4380165289256198,\n \"acc_norm_stderr\": 0.045291468044357915\n },\n\
\ \"community|arabic_mmlu:jurisprudence|0\": {\n \"acc_norm\": 0.4351851851851852,\n\
\ \"acc_norm_stderr\": 0.04792898170907062\n },\n \"community|arabic_mmlu:logical_fallacies|0\"\
: {\n \"acc_norm\": 0.38650306748466257,\n \"acc_norm_stderr\": 0.038258255488486076\n\
\ },\n \"community|arabic_mmlu:machine_learning|0\": {\n \"acc_norm\"\
: 0.29464285714285715,\n \"acc_norm_stderr\": 0.043270409325787296\n },\n\
\ \"community|arabic_mmlu:management|0\": {\n \"acc_norm\": 0.3300970873786408,\n\
\ \"acc_norm_stderr\": 0.0465614711001235\n },\n \"community|arabic_mmlu:marketing|0\"\
: {\n \"acc_norm\": 0.4658119658119658,\n \"acc_norm_stderr\": 0.03267942734081227\n\
\ },\n \"community|arabic_mmlu:medical_genetics|0\": {\n \"acc_norm\"\
: 0.27,\n \"acc_norm_stderr\": 0.0446196043338474\n },\n \"community|arabic_mmlu:miscellaneous|0\"\
: {\n \"acc_norm\": 0.38697318007662834,\n \"acc_norm_stderr\": 0.017417138059440136\n\
\ },\n \"community|arabic_mmlu:moral_disputes|0\": {\n \"acc_norm\"\
: 0.4161849710982659,\n \"acc_norm_stderr\": 0.026538189104705474\n },\n\
\ \"community|arabic_mmlu:moral_scenarios|0\": {\n \"acc_norm\": 0.25251396648044694,\n\
\ \"acc_norm_stderr\": 0.014530330201468631\n },\n \"community|arabic_mmlu:nutrition|0\"\
: {\n \"acc_norm\": 0.4444444444444444,\n \"acc_norm_stderr\": 0.02845263998508801\n\
\ },\n \"community|arabic_mmlu:philosophy|0\": {\n \"acc_norm\": 0.3987138263665595,\n\
\ \"acc_norm_stderr\": 0.0278093225857745\n },\n \"community|arabic_mmlu:prehistory|0\"\
: {\n \"acc_norm\": 0.32098765432098764,\n \"acc_norm_stderr\": 0.025976566010862744\n\
\ },\n \"community|arabic_mmlu:professional_accounting|0\": {\n \"\
acc_norm\": 0.2624113475177305,\n \"acc_norm_stderr\": 0.026244920349843014\n\
\ },\n \"community|arabic_mmlu:professional_law|0\": {\n \"acc_norm\"\
: 0.30378096479791394,\n \"acc_norm_stderr\": 0.011745787720472462\n },\n\
\ \"community|arabic_mmlu:professional_medicine|0\": {\n \"acc_norm\"\
: 0.26838235294117646,\n \"acc_norm_stderr\": 0.026917481224377204\n },\n\
\ \"community|arabic_mmlu:professional_psychology|0\": {\n \"acc_norm\"\
: 0.27941176470588236,\n \"acc_norm_stderr\": 0.01815287105153881\n },\n\
\ \"community|arabic_mmlu:public_relations|0\": {\n \"acc_norm\": 0.37272727272727274,\n\
\ \"acc_norm_stderr\": 0.04631381319425463\n },\n \"community|arabic_mmlu:security_studies|0\"\
: {\n \"acc_norm\": 0.4326530612244898,\n \"acc_norm_stderr\": 0.03171752824062664\n\
\ },\n \"community|arabic_mmlu:sociology|0\": {\n \"acc_norm\": 0.4527363184079602,\n\
\ \"acc_norm_stderr\": 0.03519702717576915\n },\n \"community|arabic_mmlu:us_foreign_policy|0\"\
: {\n \"acc_norm\": 0.43,\n \"acc_norm_stderr\": 0.049756985195624284\n\
\ },\n \"community|arabic_mmlu:virology|0\": {\n \"acc_norm\": 0.35542168674698793,\n\
\ \"acc_norm_stderr\": 0.03726214354322415\n },\n \"community|arabic_mmlu:world_religions|0\"\
: {\n \"acc_norm\": 0.26900584795321636,\n \"acc_norm_stderr\": 0.0340105262010409\n\
\ },\n \"community|arc_challenge_okapi_ar|0\": {\n \"acc_norm\": 0.3689655172413793,\n\
\ \"acc_norm_stderr\": 0.01417351990066752\n },\n \"community|arc_easy_ar|0\"\
: {\n \"acc_norm\": 0.3730964467005076,\n \"acc_norm_stderr\": 0.009948991535263883\n\
\ },\n \"community|boolq_ar|0\": {\n \"acc_norm\": 0.7,\n \"\
acc_norm_stderr\": 0.008027262537615595\n },\n \"community|copa_ext_ar|0\"\
: {\n \"acc_norm\": 0.4888888888888889,\n \"acc_norm_stderr\": 0.05298680599073449\n\
\ },\n \"community|hellaswag_okapi_ar|0\": {\n \"acc_norm\": 0.30051248500708755,\n\
\ \"acc_norm_stderr\": 0.00478780634221484\n },\n \"community|openbook_qa_ext_ar|0\"\
: {\n \"acc_norm\": 0.43636363636363634,\n \"acc_norm_stderr\": 0.022313120140652995\n\
\ },\n \"community|piqa_ar|0\": {\n \"acc_norm\": 0.5771958537915984,\n\
\ \"acc_norm_stderr\": 0.011541665553724559\n },\n \"community|race_ar|0\"\
: {\n \"acc_norm\": 0.41347129235138974,\n \"acc_norm_stderr\": 0.007015069336708913\n\
\ },\n \"community|sciq_ar|0\": {\n \"acc_norm\": 0.6170854271356784,\n\
\ \"acc_norm_stderr\": 0.015418083752269949\n },\n \"community|toxigen_ar|0\"\
: {\n \"acc_norm\": 0.6032085561497326,\n \"acc_norm_stderr\": 0.016008161527143246\n\
\ },\n \"lighteval|xstory_cloze:ar|0\": {\n \"acc\": 0.5678358702845797,\n\
\ \"acc_stderr\": 0.012748153864597584\n },\n \"community|acva:_average|0\"\
: {\n \"acc_norm\": 0.6578737801458808,\n \"acc_norm_stderr\": 0.04596691054551825\n\
\ },\n \"community|alghafa:_average|0\": {\n \"acc_norm\": 0.49279358672826035,\n\
\ \"acc_norm_stderr\": 0.02262513287857637\n },\n \"community|arabic_mmlu:_average|0\"\
: {\n \"acc_norm\": 0.33379038568650304,\n \"acc_norm_stderr\": 0.034967411269047066\n\
\ }\n}\n```"
repo_url: https://huggingface.co/Kukedlc/NeuralSynthesis-7B-v0.1
configs:
- config_name: community_acva_Algeria_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Algeria|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Algeria|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Ancient_Egypt_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Ancient_Egypt|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Ancient_Egypt|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arab_Empire_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arab_Empire|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arab_Empire|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Architecture_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Architecture|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Architecture|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Art_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Art|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Art|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Astronomy_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Astronomy|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Astronomy|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Calligraphy_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Calligraphy|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Calligraphy|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Ceremony_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Ceremony|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Ceremony|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Clothing_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Clothing|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Clothing|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Culture_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Culture|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Culture|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Food_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Food|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Food|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Funeral_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Funeral|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Funeral|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Geography_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Geography|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Geography|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_History_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_History|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_History|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Language_Origin_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Language_Origin|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Language_Origin|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Literature_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Literature|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Literature|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Math_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Math|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Math|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Medicine_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Medicine|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Medicine|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Music_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Music|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Music|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Ornament_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Ornament|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Ornament|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Philosophy_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Philosophy|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Philosophy|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Physics_and_Chemistry_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Physics_and_Chemistry|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Physics_and_Chemistry|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Arabic_Wedding_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Arabic_Wedding|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Arabic_Wedding|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Bahrain_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Bahrain|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Bahrain|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Comoros_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Comoros|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Comoros|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Egypt_modern_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Egypt_modern|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Egypt_modern|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_InfluenceFromAncientEgypt_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:InfluenceFromAncientEgypt|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:InfluenceFromAncientEgypt|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_InfluenceFromByzantium_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:InfluenceFromByzantium|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:InfluenceFromByzantium|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_InfluenceFromChina_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:InfluenceFromChina|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:InfluenceFromChina|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_InfluenceFromGreece_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:InfluenceFromGreece|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:InfluenceFromGreece|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_InfluenceFromIslam_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:InfluenceFromIslam|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:InfluenceFromIslam|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_InfluenceFromPersia_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:InfluenceFromPersia|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:InfluenceFromPersia|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_InfluenceFromRome_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:InfluenceFromRome|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:InfluenceFromRome|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Iraq_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Iraq|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Iraq|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Islam_Education_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Islam_Education|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Islam_Education|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Islam_branches_and_schools_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Islam_branches_and_schools|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Islam_branches_and_schools|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Islamic_law_system_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Islamic_law_system|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Islamic_law_system|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Jordan_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Jordan|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Jordan|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Kuwait_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Kuwait|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Kuwait|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Lebanon_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Lebanon|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Lebanon|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Libya_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Libya|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Libya|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Mauritania_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Mauritania|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Mauritania|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Mesopotamia_civilization_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Mesopotamia_civilization|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Mesopotamia_civilization|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Morocco_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Morocco|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Morocco|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Oman_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Oman|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Oman|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Palestine_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Palestine|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Palestine|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Qatar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Qatar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Qatar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Saudi_Arabia_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Saudi_Arabia|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Saudi_Arabia|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Somalia_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Somalia|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Somalia|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Sudan_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Sudan|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Sudan|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Syria_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Syria|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Syria|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Tunisia_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Tunisia|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Tunisia|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_United_Arab_Emirates_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:United_Arab_Emirates|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:United_Arab_Emirates|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_Yemen_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:Yemen|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:Yemen|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_communication_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:communication|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:communication|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_computer_and_phone_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:computer_and_phone|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:computer_and_phone|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_daily_life_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:daily_life|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:daily_life|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_acva_entertainment_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|acva:entertainment|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|acva:entertainment|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_mcq_exams_test_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:mcq_exams_test_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:mcq_exams_test_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_meta_ar_dialects_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:meta_ar_dialects|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:meta_ar_dialects|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_meta_ar_msa_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:meta_ar_msa|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:meta_ar_msa|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_multiple_choice_facts_truefalse_balanced_task_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:multiple_choice_facts_truefalse_balanced_task|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:multiple_choice_facts_truefalse_balanced_task|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_multiple_choice_grounded_statement_soqal_task_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:multiple_choice_grounded_statement_soqal_task|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:multiple_choice_grounded_statement_soqal_task|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_multiple_choice_grounded_statement_xglue_mlqa_task_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:multiple_choice_grounded_statement_xglue_mlqa_task|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:multiple_choice_grounded_statement_xglue_mlqa_task|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_multiple_choice_rating_sentiment_no_neutral_task_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:multiple_choice_rating_sentiment_no_neutral_task|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:multiple_choice_rating_sentiment_no_neutral_task|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_multiple_choice_rating_sentiment_task_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:multiple_choice_rating_sentiment_task|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:multiple_choice_rating_sentiment_task|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_alghafa_multiple_choice_sentiment_task_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|alghafa:multiple_choice_sentiment_task|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|alghafa:multiple_choice_sentiment_task|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_exams_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_exams|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_exams|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_abstract_algebra_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:abstract_algebra|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:abstract_algebra|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_anatomy_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:anatomy|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:anatomy|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_astronomy_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:astronomy|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:astronomy|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_business_ethics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:business_ethics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:business_ethics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_clinical_knowledge_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:clinical_knowledge|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:clinical_knowledge|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_college_biology_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:college_biology|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:college_biology|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_college_chemistry_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:college_chemistry|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:college_chemistry|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_college_computer_science_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:college_computer_science|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:college_computer_science|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_college_mathematics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:college_mathematics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:college_mathematics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_college_medicine_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:college_medicine|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:college_medicine|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_college_physics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:college_physics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:college_physics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_computer_security_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:computer_security|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:computer_security|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_conceptual_physics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:conceptual_physics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:conceptual_physics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_econometrics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:econometrics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:econometrics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_electrical_engineering_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:electrical_engineering|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:electrical_engineering|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_elementary_mathematics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:elementary_mathematics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:elementary_mathematics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_formal_logic_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:formal_logic|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:formal_logic|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_global_facts_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:global_facts|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:global_facts|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_biology_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_biology|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_biology|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_chemistry_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_chemistry|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_chemistry|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_computer_science_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_computer_science|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_computer_science|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_european_history_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_european_history|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_european_history|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_geography_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_geography|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_geography|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_government_and_politics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_government_and_politics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_government_and_politics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_macroeconomics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_macroeconomics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_macroeconomics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_mathematics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_mathematics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_mathematics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_microeconomics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_microeconomics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_microeconomics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_physics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_physics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_physics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_psychology_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_psychology|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_psychology|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_statistics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_statistics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_statistics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_us_history_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_us_history|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_us_history|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_high_school_world_history_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:high_school_world_history|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:high_school_world_history|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_human_aging_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:human_aging|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:human_aging|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_human_sexuality_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:human_sexuality|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:human_sexuality|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_international_law_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:international_law|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:international_law|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_jurisprudence_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:jurisprudence|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:jurisprudence|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_logical_fallacies_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:logical_fallacies|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:logical_fallacies|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_machine_learning_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:machine_learning|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:machine_learning|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_management_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:management|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:management|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_marketing_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:marketing|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:marketing|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_medical_genetics_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:medical_genetics|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:medical_genetics|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_miscellaneous_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:miscellaneous|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:miscellaneous|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_moral_disputes_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:moral_disputes|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:moral_disputes|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_moral_scenarios_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:moral_scenarios|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:moral_scenarios|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_nutrition_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:nutrition|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:nutrition|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_philosophy_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:philosophy|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:philosophy|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_prehistory_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:prehistory|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:prehistory|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_professional_accounting_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:professional_accounting|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:professional_accounting|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_professional_law_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:professional_law|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:professional_law|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_professional_medicine_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:professional_medicine|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:professional_medicine|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_professional_psychology_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:professional_psychology|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:professional_psychology|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_public_relations_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:public_relations|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:public_relations|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_security_studies_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:security_studies|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:security_studies|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_sociology_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:sociology|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:sociology|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_us_foreign_policy_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:us_foreign_policy|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:us_foreign_policy|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_virology_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:virology|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:virology|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arabic_mmlu_world_religions_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arabic_mmlu:world_religions|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arabic_mmlu:world_religions|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arc_challenge_okapi_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arc_challenge_okapi_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arc_challenge_okapi_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_arc_easy_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|arc_easy_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|arc_easy_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_boolq_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|boolq_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|boolq_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_copa_ext_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|copa_ext_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|copa_ext_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_hellaswag_okapi_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|hellaswag_okapi_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|hellaswag_okapi_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_openbook_qa_ext_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|openbook_qa_ext_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|openbook_qa_ext_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_piqa_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|piqa_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|piqa_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_race_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|race_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|race_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_sciq_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|sciq_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|sciq_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: community_toxigen_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_community|toxigen_ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_community|toxigen_ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: lighteval_xstory_cloze_ar_0
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- '**/details_lighteval|xstory_cloze:ar|0_2024-06-13T09-13-23.632768.parquet'
- split: latest
path:
- '**/details_lighteval|xstory_cloze:ar|0_2024-06-13T09-13-23.632768.parquet'
- config_name: results
data_files:
- split: 2024_06_13T09_13_23.632768
path:
- results_2024-06-13T09-13-23.632768.parquet
- split: latest
path:
- results_2024-06-13T09-13-23.632768.parquet
---
# Dataset Card for Evaluation run of Kukedlc/NeuralSynthesis-7B-v0.1
<!-- Provide a quick summary of the dataset. -->
Dataset automatically created during the evaluation run of model [Kukedlc/NeuralSynthesis-7B-v0.1](https://huggingface.co/Kukedlc/NeuralSynthesis-7B-v0.1).
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_Kukedlc__NeuralSynthesis-7B-v0.1",
"lighteval_xstory_cloze_ar_0",
split="train")
```
## Latest results
These are the [latest results from run 2024-06-13T09:13:23.632768](https://huggingface.co/datasets/OALL/details_Kukedlc__NeuralSynthesis-7B-v0.1/blob/main/results_2024-06-13T09-13-23.632768.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": 0.4949542353018652,
"acc_norm_stderr": 0.03737225476400869,
"acc": 0.5678358702845797,
"acc_stderr": 0.012748153864597584
},
"community|acva:Algeria|0": {
"acc_norm": 0.6256410256410256,
"acc_norm_stderr": 0.03474608430626236
},
"community|acva:Ancient_Egypt|0": {
"acc_norm": 0.6698412698412698,
"acc_norm_stderr": 0.0265388756462877
},
"community|acva:Arab_Empire|0": {
"acc_norm": 0.5245283018867924,
"acc_norm_stderr": 0.030735822206205608
},
"community|acva:Arabic_Architecture|0": {
"acc_norm": 0.6256410256410256,
"acc_norm_stderr": 0.034746084306262345
},
"community|acva:Arabic_Art|0": {
"acc_norm": 0.6512820512820513,
"acc_norm_stderr": 0.034215338466705415
},
"community|acva:Arabic_Astronomy|0": {
"acc_norm": 0.47692307692307695,
"acc_norm_stderr": 0.0358596530894741
},
"community|acva:Arabic_Calligraphy|0": {
"acc_norm": 0.7058823529411765,
"acc_norm_stderr": 0.02858971627977945
},
"community|acva:Arabic_Ceremony|0": {
"acc_norm": 0.6756756756756757,
"acc_norm_stderr": 0.034510399895624946
},
"community|acva:Arabic_Clothing|0": {
"acc_norm": 0.6512820512820513,
"acc_norm_stderr": 0.03421533846670541
},
"community|acva:Arabic_Culture|0": {
"acc_norm": 0.6820512820512821,
"acc_norm_stderr": 0.03343383454355787
},
"community|acva:Arabic_Food|0": {
"acc_norm": 0.6205128205128205,
"acc_norm_stderr": 0.03483959266365358
},
"community|acva:Arabic_Funeral|0": {
"acc_norm": 0.8,
"acc_norm_stderr": 0.041256849850351704
},
"community|acva:Arabic_Geography|0": {
"acc_norm": 0.6068965517241379,
"acc_norm_stderr": 0.040703290137070705
},
"community|acva:Arabic_History|0": {
"acc_norm": 0.5487179487179488,
"acc_norm_stderr": 0.03572709860318392
},
"community|acva:Arabic_Language_Origin|0": {
"acc_norm": 0.7052631578947368,
"acc_norm_stderr": 0.04702500873924839
},
"community|acva:Arabic_Literature|0": {
"acc_norm": 0.7034482758620689,
"acc_norm_stderr": 0.03806142687309993
},
"community|acva:Arabic_Math|0": {
"acc_norm": 0.4461538461538462,
"acc_norm_stderr": 0.03568913546569233
},
"community|acva:Arabic_Medicine|0": {
"acc_norm": 0.7034482758620689,
"acc_norm_stderr": 0.03806142687309992
},
"community|acva:Arabic_Music|0": {
"acc_norm": 0.7553956834532374,
"acc_norm_stderr": 0.03659146222520568
},
"community|acva:Arabic_Ornament|0": {
"acc_norm": 0.764102564102564,
"acc_norm_stderr": 0.030481516761721554
},
"community|acva:Arabic_Philosophy|0": {
"acc_norm": 0.7379310344827587,
"acc_norm_stderr": 0.036646663372252565
},
"community|acva:Arabic_Physics_and_Chemistry|0": {
"acc_norm": 0.6051282051282051,
"acc_norm_stderr": 0.03509545602262038
},
"community|acva:Arabic_Wedding|0": {
"acc_norm": 0.7538461538461538,
"acc_norm_stderr": 0.030927428371225647
},
"community|acva:Bahrain|0": {
"acc_norm": 0.6888888888888889,
"acc_norm_stderr": 0.06979205927323111
},
"community|acva:Comoros|0": {
"acc_norm": 0.4666666666666667,
"acc_norm_stderr": 0.0752101433090355
},
"community|acva:Egypt_modern|0": {
"acc_norm": 0.6526315789473685,
"acc_norm_stderr": 0.04910947400776659
},
"community|acva:InfluenceFromAncientEgypt|0": {
"acc_norm": 0.8102564102564103,
"acc_norm_stderr": 0.0281510066376941
},
"community|acva:InfluenceFromByzantium|0": {
"acc_norm": 0.7310344827586207,
"acc_norm_stderr": 0.036951833116502325
},
"community|acva:InfluenceFromChina|0": {
"acc_norm": 0.2717948717948718,
"acc_norm_stderr": 0.03194086187025725
},
"community|acva:InfluenceFromGreece|0": {
"acc_norm": 0.7333333333333333,
"acc_norm_stderr": 0.0317493043641267
},
"community|acva:InfluenceFromIslam|0": {
"acc_norm": 0.8551724137931035,
"acc_norm_stderr": 0.02932724326936338
},
"community|acva:InfluenceFromPersia|0": {
"acc_norm": 0.76,
"acc_norm_stderr": 0.032377088536015224
},
"community|acva:InfluenceFromRome|0": {
"acc_norm": 0.6564102564102564,
"acc_norm_stderr": 0.03409627301409855
},
"community|acva:Iraq|0": {
"acc_norm": 0.6705882352941176,
"acc_norm_stderr": 0.051281164041654954
},
"community|acva:Islam_Education|0": {
"acc_norm": 0.7846153846153846,
"acc_norm_stderr": 0.02951446289186094
},
"community|acva:Islam_branches_and_schools|0": {
"acc_norm": 0.7257142857142858,
"acc_norm_stderr": 0.033822819375172945
},
"community|acva:Islamic_law_system|0": {
"acc_norm": 0.7692307692307693,
"acc_norm_stderr": 0.03024937529383131
},
"community|acva:Jordan|0": {
"acc_norm": 0.6444444444444445,
"acc_norm_stderr": 0.07216392363431012
},
"community|acva:Kuwait|0": {
"acc_norm": 0.7777777777777778,
"acc_norm_stderr": 0.06267511942419628
},
"community|acva:Lebanon|0": {
"acc_norm": 0.6222222222222222,
"acc_norm_stderr": 0.07309112127323451
},
"community|acva:Libya|0": {
"acc_norm": 0.6444444444444445,
"acc_norm_stderr": 0.07216392363431012
},
"community|acva:Mauritania|0": {
"acc_norm": 0.6666666666666666,
"acc_norm_stderr": 0.07106690545187012
},
"community|acva:Mesopotamia_civilization|0": {
"acc_norm": 0.6451612903225806,
"acc_norm_stderr": 0.03855576159143203
},
"community|acva:Morocco|0": {
"acc_norm": 0.7111111111111111,
"acc_norm_stderr": 0.06832943242540507
},
"community|acva:Oman|0": {
"acc_norm": 0.6666666666666666,
"acc_norm_stderr": 0.07106690545187012
},
"community|acva:Palestine|0": {
"acc_norm": 0.5882352941176471,
"acc_norm_stderr": 0.05369828995148691
},
"community|acva:Qatar|0": {
"acc_norm": 0.7111111111111111,
"acc_norm_stderr": 0.06832943242540508
},
"community|acva:Saudi_Arabia|0": {
"acc_norm": 0.6153846153846154,
"acc_norm_stderr": 0.034928969937423046
},
"community|acva:Somalia|0": {
"acc_norm": 0.6666666666666666,
"acc_norm_stderr": 0.07106690545187012
},
"community|acva:Sudan|0": {
"acc_norm": 0.6222222222222222,
"acc_norm_stderr": 0.07309112127323451
},
"community|acva:Syria|0": {
"acc_norm": 0.7555555555555555,
"acc_norm_stderr": 0.06478835438716998
},
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"community|arabic_mmlu:world_religions|0": {
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"community|arc_challenge_okapi_ar|0": {
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"community|boolq_ar|0": {
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"community|copa_ext_ar|0": {
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},
"community|arabic_mmlu:_average|0": {
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"acc_norm_stderr": 0.034967411269047066
}
}
```
## Dataset Details
### Dataset Description
<!-- Provide a longer summary of what this dataset is. -->
- **Curated by:** [More Information Needed]
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提供机构:
OALL原始信息汇总
数据集概述
数据集基本信息
- 名称: Evaluation run of Kukedlc/NeuralSynthesis-7B-v0.1
- 来源: 自动创建于模型 Kukedlc/NeuralSynthesis-7B-v0.1 的评估运行过程中。
- 配置数量: 136 个配置,每个配置对应一个评估任务。
- 创建方式: 从 1 次运行中创建,每次运行对应一个特定的分割,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。
- 额外配置: "results" 配置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_Kukedlc__NeuralSynthesis-7B-v0.1", "lighteval_xstory_cloze_ar_0", split="train")
最新结果
- 运行时间: 2024-06-13T09:13:23.632768
- 结果概览:
- 总体:
acc_norm: 0.4949542353018652acc_norm_stderr: 0.03737225476400869acc: 0.5678358702845797acc_stderr: 0.012748153864597584
- 具体任务:
community|acva:Algeria|0:acc_norm: 0.6256410256410256acc_norm_stderr: 0.03474608430626236
community|acva:Ancient_Egypt|0:acc_norm: 0.6698412698412698acc_norm_stderr: 0.0265388756462877
community|acva:Arab_Empire|0:acc_norm: 0.5245283018867924acc_norm_stderr: 0.030735822206205608
community|acva:Arabic_Architecture|0:acc_norm: 0.6256410256410256acc_norm_stderr: 0.034746084306262345
community|acva:Arabic_Art|0:acc_norm: 0.6512820512820513acc_norm_stderr: 0.034215338466705415
community|acva:Arabic_Astronomy|0:acc_norm: 0.47692307692307695acc_norm_stderr: 0.0358596530894741
community|acva:Arabic_Calligraphy|0:acc_norm: 0.7058823529411765acc_norm_stderr: 0.02858971627977945
community|acva:Arabic_Ceremony|0:acc_norm: 0.6756756756756757acc_norm_stderr: 0.034510399895624946
community|acva:Arabic_Clothing|0:acc_norm: 0.6512820512820513acc_norm_stderr: 0.03421533846670541
community|acva:Arabic_Culture|0:acc_norm: 0.6820512820512821acc_norm_stderr: 0.03343383454355787
community|acva:Arabic_Food|0:acc_norm: 0.6205128205128205acc_norm_stderr: 0.03483959266365358
community|acva:Arabic_Funeral|0:acc_norm: 0.8acc_norm_stderr: 0.041256849850351704
community|acva:Arabic_Geography|0:acc_norm: 0.6068965517241379acc_norm_stderr: 0.040703290137070705
community|acva:Arabic_History|0:acc_norm: 0.5487179487179488acc_norm_stderr: 0.03572709860318392
community|acva:Arabic_Language_Origin|0:acc_norm: 0.7052631578947368acc_norm_stderr: 0.04702500873924839
community|acva:Arabic_Literature|0:acc_norm: 0.7034482758620689acc_norm_stderr: 0.03806142687309993
community|acva:Arabic_Math|0:acc_norm: 0.4461538461538462acc_norm_stderr: 0.03568913546569233
community|acva:Arabic_Medicine|0:acc_norm: 0.7034482758620689acc_norm_stderr: 0.03806142687309992
community|acva:Arabic_Music|0:acc_norm: 0.7553956834532374acc_norm_stderr: 0.03659146222520568
community|acva:Arabic_Ornament|0:acc_norm: 0.764102564102564acc_norm_stderr: 0.030481516761721554
community|acva:Arabic_Philosophy|0:acc_norm: 0.7379310344827587acc_norm_stderr: 0.036646663372252565
community|acva:Arabic_Physics_and_Chemistry|0:acc_norm: 0.6051282051282051acc_norm_stderr: 0.03509545602262038
community|acva:Arabic_Wedding|0:acc_norm: 0.7538461538461538acc_norm_stderr: 0.030927428371225647
community|acva:Bahrain|0:acc_norm: 0.6888888888888889acc_norm_stderr: 0.06979205927323111
community|acva:Comoros|0:acc_norm: 0.4666666666666667acc_norm_stderr: 0.0752101433090355
community|acva:Egypt_modern|0:acc_norm: 0.6526315789473685acc_norm_stderr: 0.04910947400776659
community|acva:InfluenceFromAncientEgypt|0:acc_norm: 0.8102564102564103acc_norm_stderr: 0.0281510066376941
community|acva:InfluenceFromByzantium|0:acc_norm: 0.7310344827586207acc_norm_stderr: 0.036951833116502325
community|acva:InfluenceFromChina|0:acc_norm: 0.2717948717948718acc_norm_stderr: 0.03194086187025725
community|acva:InfluenceFromGreece|0:acc_norm: 0.7333333333333333acc_norm_stderr: 0.0317493043641267
community|acva:InfluenceFromIslam|0:acc_norm: 0.8551724137931035acc_norm_stderr: 0.02932724326936338
community|acva:InfluenceFromPersia|0:acc_norm: 0.76acc_norm_stderr: 0.032377088536015224
community|acva:InfluenceFromRome|0:acc_norm: 0.6564102564102564acc_norm_stderr: 0.03409627301409855
community|acva:Iraq|0:acc_norm: 0.6705882352941176acc_norm_stderr: 0.051281164041654954
community|acva:Islam_Education|0:acc_norm: 0.7846153846153846acc_norm_stderr: 0.02951446289186094
community|acva:Islam_branches_and_schools|0:acc_norm: 0.7257142857142858acc_norm_stderr: 0.033822819375172945
community|acva:Islamic_law_system|0:acc_norm: 0.7692307692307693acc_norm_stderr: 0.03024937529383131
community|acva:Jordan|0:acc_norm: 0.6444444444444445acc_norm_stderr: 0.07216392363431012
community|acva:Kuwait|0:acc_norm: 0.7777777777777778acc_norm_stderr: 0.06267511942419628
community|acva:Lebanon|0:acc_norm: 0.6222222222222222acc_norm_stderr: 0.07309112127323451
community|acva:Libya|0:acc_norm: 0.6444444444444445acc_norm_stderr: 0.07216392363431012
community|acva:Mauritania|0:acc_norm: 0.6666666666666666acc_norm_stderr: 0.07106690545187012
community|acva:Mesopotamia_civilization|0:acc_norm: 0.6451612903225806acc_norm_stderr: 0.03855576159143203
community|acva:Morocco|0:acc_norm: 0.7111111111111111acc_norm_stderr: 0.06832943242540507
community|acva:Oman|0:acc_norm: 0.6666666666666666acc_norm_stderr: 0.07106690545187012
community|acva:Palestine|0:acc_norm: 0.5882352941176471acc_norm_stderr: 0.05369828995148691
community|acva:Qatar|0:acc_norm: 0.7111111111111111acc_norm_stderr: 0.06832943242540508
community|acva:Saudi_Arabia|0:acc_norm: 0.6153846153846154acc_norm_stderr: 0.034928969937423046
community|acva:Somalia|0:acc_norm: 0.6666666666666666acc_norm_stderr: 0.07106690545187012
community|acva:Sudan|0:acc_norm: 0.6222222222222222acc_norm_stderr: 0.07309112127323451
community|acva:Syria|0:acc_norm: 0.7555555555555555acc_norm_stderr: 0.0647883
- 总体:
搜集汇总
数据集介绍

构建方式
该数据集是在对模型Kukedlc/NeuralSynthesis-7B-v0.1进行自动化评测过程中生成的,旨在系统性地记录模型在各类任务上的表现。数据集由136个配置组成,每个配置对应一个被评测的具体任务,这些任务涵盖了从阿拉伯文化、历史、地理到现代科技、医学、法律等多个领域。数据来源于单次运行,每次运行的结果被存储为特定分割,分割名称以运行时间戳命名,其中“train”分割始终指向最新一次的评测结果。此外,数据集还包含一个名为“results”的额外配置,用于汇总所有运行的综合结果,便于整体性能分析。
特点
该数据集的一大特色在于其结构化的评测结果组织方式,每个任务配置都独立存储,且通过时间戳分割保留了不同运行版本的历史记录,使得研究者能够追踪模型性能的演变。数据集不仅提供了每个任务的准确率(acc)和标准化准确率(acc_norm)及其标准误差,还通过“results”配置实现了跨任务的聚合统计,方便进行横向对比。此外,数据集涵盖了极为丰富的阿拉伯语相关任务,从方言识别、情感分析到专业知识问答,展现了模型在多维度语言理解与推理能力上的表现,为阿拉伯语自然语言处理研究提供了宝贵的基准资源。
使用方法
用户可通过HuggingFace的datasets库便捷地加载该数据集,例如使用`load_dataset`函数指定配置名称和分割。每个任务配置对应一个特定的评测任务,用户可选择加载某个任务的“train”分割以获取最新结果,或通过时间戳分割访问历史运行数据。对于需要整体性能概览的场景,可直接加载“results”配置,其中包含了所有任务的聚合指标。这种设计使得研究者能够灵活地针对单个任务进行深入分析,或进行跨任务的综合评估,从而全面理解模型的优势与局限。
背景与挑战
背景概述
在大型语言模型迅猛发展的浪潮中,针对特定语言和文化的评估基准成为衡量模型能力的关键标尺。OALL/details_Kukedlc__NeuralSynthesis-7B-v0.1数据集诞生于2024年6月,由Open Arabic LLM Leaderboard(OALL)社区创建,旨在系统评估名为NeuralSynthesis-7B-v0.1的阿拉伯语大语言模型的多任务表现。该数据集覆盖136个配置,对应136项评估任务,横跨阿拉伯文化知识、历史、科学、数学、医学、情感分析及方言理解等多元领域,其核心研究问题在于揭示模型在阿拉伯语语境下的综合理解与推理能力。作为社区驱动的开源成果,该数据集为阿拉伯语自然语言处理研究提供了标准化评估框架,推动了低资源语言模型评测的规范化进程,对促进阿拉伯语AI生态的健康发展具有里程碑意义。
当前挑战
该数据集所解决的领域问题在于为阿拉伯语大语言模型提供细粒度、多维度的性能评估体系,以应对传统评测基准(如MMLU)在非英语语言上的文化适配不足。构建过程中,团队面临两大挑战:其一,任务多样性带来的标注复杂性——需从136个不同子任务中统一评测格式,涵盖从古代文明知识到现代科技概念的广泛主题,确保每个子任务的数据质量与语义准确性;其二,方言与标准阿拉伯语(MSA)的混杂——数据集包含如alghafa:meta_ar_dialects等方言评测项,需平衡不同方言变体间的语义差异,避免评测偏差。此外,多轮运行结果的管理与版本控制(如时间戳分片)也对数据集的持续维护提出工程化挑战,要求确保评测流程的可重复性与结果的可追溯性。
常用场景
经典使用场景
在自然语言处理与多语言模型评估的交叉领域中,OALL/details_Kukedlc__NeuralSynthesis-7B-v0.1数据集被广泛用于对阿拉伯语大语言模型的细粒度性能评测。该数据集涵盖了从阿拉伯历史、文化、宗教到现代科技、医学、数学等数十个专业子任务,并融合了方言与现代标准阿拉伯语的区分,为研究者提供了一个系统性的多维度评估基准。其经典使用方式在于加载特定配置下的评测结果,从而对比模型在不同知识领域和语言变体上的表现差异,尤其适用于探究模型在低资源语言环境下的泛化能力与知识覆盖度。
衍生相关工作
围绕该数据集及其评测结果,衍生了一系列关于阿拉伯语大模型能力边界与训练策略的经典研究。一方面,研究者利用该数据集中的细粒度子任务得分,分析了模型在阿拉伯文化知识上的涌现能力与灾难性遗忘现象,推动了多语言模型在低资源文化场景下的适应性训练方法。另一方面,数据集中acva子集所涵盖的阿拉伯文明专题(如伊斯兰影响、波斯影响),催生了跨文化知识迁移与多语言对齐的相关工作,成为探索语言模型能否内化非西方知识体系的重要实验平台。此外,该数据集的标准评测流程已被多个后续阿拉伯语模型(如Jais、AceGPT)采纳为基准,促进了该领域的可重复性研究。
数据集最近研究
最新研究方向
当前,随着大语言模型(LLM)在低资源语言场景下的应用日益迫切,阿拉伯语等非英语语言的模型评估成为前沿热点。该数据集围绕NeuralSynthesis-7B-v0.1模型,系统性地构建了涵盖136个配置的评估体系,横跨阿拉伯文化、方言、历史、医学、法律及多学科知识等多元维度。其最新评测结果显示,模型在阿拉伯语日常对话、伊斯兰文化及部分专业领域展现出较高准确率,但在数学、抽象推理及跨文化影响等任务上仍存在显著短板。这一研究不仅揭示了当前阿拉伯语LLM在细粒度知识理解上的能力边界,更推动了多语言评估框架的标准化进程,为后续面向阿拉伯语社区的高质量模型优化与跨文化AI对齐提供了关键基准。
以上内容由遇见数据集搜集并总结生成



