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Source channel @githubtrending · Post #15141 · Sep 13

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#python#large_language_models#machine_learning_systems#natural_language_processing Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable. https://github.com/fla-org/flash-linear-attention

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MEZON Inspiring School

@mezon_school · Post #3325 · 01/13/2026, 06:02 AM

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🇷🇺 RUS / 🇬🇧 ENG / 🇺🇿 UZB 🧠📐 Математика — это не про заучивание, а про мышление! Продолжаем разбирать задачи олимпиады Mezon прошлого года. Сегодня — пара интересных задач для 4 класса: учимся рассуждать, искать нестандартные ходы и получать удовольствие от процесса 💡 #MezonSchool#МатематическаяОлимпиада #Математика#УчимсяДумать#Логика 🇬🇧 English 🧠📐 Math is about thinking, not memorizing! We continue analyzing problems from last year’s Mezon Math Olympiad. Today we’re working through a couple of problems for Grade 4, focusing on reasoning, creativity, and smart strategies 💡 #MezonMath#MathOlympiad#ElementaryMath #ThinkingSkills#ProblemSolving 🇺🇿 O‘zbekcha 🧠📐 Matematika — yodlash emas, fikrlash haqida! O‘tgan yilgi Mezon matematika olimpiadasi masalalarini tahlil qilishni davom ettiramiz. Bugun — 4-sinf uchun bir nechta qiziqarli masala, mantiqiy fikrlash, noodatiy yechimlar va jarayondan zavqlanishga e’tibor qaratamiz 💡 #MatematikaOlimpiadasi #MantiqiyFikrlash#MasalaYechish

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#mezonschool#математическаяолимпиада#математика#учимсядумать#логика#mezonmath#matholympiad#elementarymath#thinkingskills#problemsolving#matematikaolimpiadasi#mantiqiyfikrlash#masalayechish