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Source channel @githubtrending · Post #15141 · Sep 13

#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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Ziyo Forum Volunteers

@ziyoforumvollonteri · Post #241 · 02/27/2024, 09:05 AM

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🍁 Exciting News Alert! 🍁 🎓 Join us for a special guest lecture on pursuing undergraduate studies in Canada! 🇨🇦 Discover top universities like -Toronto Metropolitan University -Simon Fraser University -University of Manitoba -University of Lethbridge -Wilfrid Laurier University in stunning locations across the country. 🌟 Learn about the world-class education system, vibrant multicultural environment, and endless opportunities that Canada has to offer. 🌎 🎤 Don't miss out on insights from our guest speaker, Ani Vardazarian - Senior Student Recruitment Manager🎓 Save the date for this transformative educational adventure in the Great White North! ❄️ Date: 01.03 (Friday) Time: 17:00 📌 link to register: https://docs.google.com/forms/d/e/1FAIpQLSf-0kLzFGogSeb4RhqEueBjK7M-we1VmFfub55yGwgUXxUFEA/viewform?usp=sf_link #StudyInCanada#UndergraduateStudies#EducationalAdventure#QSApply

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Yoshlar Markazi | Ziyo Forum

@YouthCenterZiyo · Post #154 · 02/27/2024, 08:28 AM

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Andijan Development Center

@adceducate · Post #8942 · 10/18/2024, 10:51 AM

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🚩В учебном центре 🤝ADC прошла яркая и вдохновляющая презентация на тему “Study in Canada” от двух выдающихся экспертов — Ziping Feng и Maria Shopova. 🎓🌍✨ Мероприятие прошло на высшем уровне, с роскошной атмосферой 🌟, полезными инсайтами 📚 и живыми обсуждениями 💬. Участники узнали о лучших возможностях для обучения в Канаде, погрузились в реальные истории успеха 🎉 и получили уникальные советы по поступлению .🎯 Этот вечер подарил всем заряд мотивации и новые перспективы! 💡🔥🌟🇨🇦 #StudyInCanada#ADCEvents#ОбразованиеЗаРубежом#Канада#ZipingFeng#MariaShopova#StudyAbroad#ЛучшиеШансы#ПрезентацияADC#МечтыОсуществимы

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