@librarian-bot\n\t recommend

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This is an automated message from the Librarian Bot. I found the following papers similar to this paper.

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The following papers were recommended by the Semantic Scholar API

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• PersianMind: A Cross-Lingual Persian-English Large Language Model (2024)
\n
• Orion-14B: Open-source Multilingual Large Language Models (2024)
\n
• TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation (2024)
\n
• On the importance of Data Scale in Pretraining Arabic Language Models (2024)
\n
• Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? (2023)
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Xing","hidden":false}],"publishedAt":"2023-08-30T17:07:17.000Z","submittedOnDailyAt":"2023-08-31T01:54:54.973Z","title":"Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open\n Generative Large Language Models","submittedOnDailyBy":{"_id":"60f1abe7544c2adfd699860c","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1674929746905-60f1abe7544c2adfd699860c.jpeg","isPro":false,"fullname":"AK","user":"akhaliq","type":"user"},"summary":"We introduce Jais and Jais-chat, new state-of-the-art Arabic-centric\nfoundation and instruction-tuned open generative large language models (LLMs).\nThe models are based on the GPT-3 decoder-only architecture and are pretrained\non a mixture of Arabic and English texts, including source code in various\nprogramming languages. With 13 billion parameters, they demonstrate better\nknowledge and reasoning capabilities in Arabic than any existing open Arabic\nand multilingual models by a sizable margin, based on extensive evaluation.\nMoreover, the models are competitive in English compared to English-centric\nopen models of similar size, despite being trained on much less English data.\nWe provide a detailed description of the training, the tuning, the safety\nalignment, and the evaluation of the models. We release two open versions of\nthe model -- the foundation Jais model, and an instruction-tuned Jais-chat\nvariant -- with the aim of promoting research on Arabic LLMs. Available at\nhttps://huggingface.co/inception-mbzuai/jais-13b-chat","upvotes":29,"discussionId":"64f0080606fd497b26170ef5","ai_summary":"Jais and Jais-chat, Arabic-centric LLMs based on the GPT-3 architecture, outperform existing models in Arabic and are competitive in English with fewer resources.","ai_keywords":["GPT-3","decoder-only architecture","large language models","Arabic","multilingual","instruction-tuned","safety alignment","evaluation"]},"canReadDatabase":false,"canManagePapers":false,"canSubmit":false,"hasHfLevelAccess":false,"upvoted":false,"upvoters":[{"_id":"626237d9bbcbd1c34f1bb231","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/626237d9bbcbd1c34f1bb231/EJrOjvAL-68qMCYdnvOrq.png","isPro":true,"fullname":"Ali El Filali","user":"alielfilali01","type":"user"},{"_id":"651c800eb61dff6c00bdffeb","avatarUrl":"/avatars/930955c9408c0c93b8a009aea8c33ea1.svg","isPro":false,"fullname":"Adjlane Aymen","user":"aymen-adj","type":"user"},{"_id":"64eddc2f79845a94dd791ebc","avatarUrl":"/avatars/def0dcf448380873fc29de330b03131f.svg","isPro":false,"fullname":"Massa Baali","user":"massabaali","type":"user"},{"_id":"640603e2c3ab325efa94bc4a","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/640603e2c3ab325efa94bc4a/jBLC7JH2dBAkDHYzFXZmr.jpeg","isPro":false,"fullname":"Mohammed Machrouh","user":"medmac01","type":"user"},{"_id":"5f0988ad19cb630495b8147a","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/5f0988ad19cb630495b8147a/W9PMu6cURwe_RkwovKjdR.jpeg","isPro":false,"fullname":"Sayantan Das","user":"ucalyptus","type":"user"},{"_id":"633241b9fece0490c3d26112","avatarUrl":"/avatars/342cc375aac439c293513cdd75d26a16.svg","isPro":false,"fullname":"geddan","user":"1nader","type":"user"},{"_id":"63138d5854e6e5d9f0f86f2d","avatarUrl":"/avatars/613778fa255df41b696454e058a22d3e.svg","isPro":false,"fullname":"assfag ags asdg","user":"fsdfsadgsadg","type":"user"},{"_id":"64f01afdf88911dd09f209f4","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/64f01afdf88911dd09f209f4/TUr0iHi4OwFiFYSQBNv6w.jpeg","isPro":false,"fullname":"Yerraboina madhu ","user":"7989madhu","type":"user"},{"_id":"63d4c8ce13ae45b780792f32","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/63d4c8ce13ae45b780792f32/QasegimoxBqfZwDzorukz.png","isPro":false,"fullname":"Ohenenoo","user":"PeepDaSlan9","type":"user"},{"_id":"637e8b1b66ee00bcb2468ed0","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1669240174964-637e8b1b66ee00bcb2468ed0.jpeg","isPro":false,"fullname":"Zain","user":"zainmujahid","type":"user"},{"_id":"64b794bf104e7af01c0b2b80","avatarUrl":"/avatars/f6243f3788c26c6476021cc23194d8de.svg","isPro":false,"fullname":"Mortadha Abderrahim","user":"Mortadha","type":"user"},{"_id":"6030cba7d2c57896177ce75e","avatarUrl":"https://cdn-avatars.huggingface.co/v1/production/uploads/1632603679543-6030cba7d2c57896177ce75e.png","isPro":false,"fullname":"Mohamed BERRIMI","user":"MohamedBerrimi","type":"user"}],"acceptLanguages":["*"],"dailyPaperRank":3}">