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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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@uztmk_official · Post #2661 · 09/09/2025, 04:23 PM

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#TMK #MIT 🚀Forbes tan olgan №1 universitet endi TMKning ilmiy hamkori 🇺🇿 🇺🇸 TMKda dunyoning nufuzli oliygohlaridan biri — AQShning Massachusets Texnologiya Instituti (MIT) hamda University of Business and Science vakillari bilan videomuloqot tashkil etildi. Muhokama qilingan asosiy yo‘nalishlar: ⚫️Sun’iy intellekt va raqamli texnologiyalar asosida foydali qazilmalarni boyitish va yangi qotishmalar yaratish; ⚫️Aqlli o‘quv tizimlarini yo‘lga qo‘yish va yuqori samarali ilmiy tadqiqotlarni amalga oshirish; ⚫️MIT ta’lim standartlari asosida TMK kadrlarini tayyorlash va malaka oshirish; ⚫️Sanoat loyihalari menejmenti va global kritik metallar zanjirlari bo‘yicha mutaxassislar tayyorlash; ⚫️MIT Horizon va Universal AI kabi xalqaro platformalarda hamkorlikni kengaytirish. 🔥Videomuloqot natijasida 2026-yildan boshlab har yili 100 nafardan ortiq TMK xodimlari MITning raqamli platformalari orqali malaka oshiradi. ✅ Ushbu hamkorlik TMK va AQShning yetakchi universitetlari bilan barqaror hamkorlikni yo‘lga qo‘yish va TMKni global innovatsion kompaniya sifatida yangi bosqichga olib chiqishga xizmat qiladi. 🫥🫥🫥 📎На русском языке 📎In English 🫥🫥🫥 ✅TMK matbuot xizmati 🌐Web-site|🔵Facebook |📷Instagram| 🎰LinkedIn|🎬Youtube|🚀Telegram

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