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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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Офис Почётного консула ЮАР в Екатеринбурге // Office of Honorary Consul of South Africa in Yekaterinburg

@sarconsulurals · Post #2233 · 06/25/2025, 05:17 AM

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⛷ Yes, you can ski in Southern Africa! ❄️ It's wintertime in South Africa — and that means ski season in the mountains! 🏔Tiffindell Ski Resort is located near the border with the Kingdom of Lesotho, on the slopes of Ben Macdhui (3,001 m) in the Southern Drakensberg. 🎿 The only other ski resort in Sub-Saharan Africa is in Lesotho itself — Africa’s only enclave, a country entirely surrounded by another (in this case, South Africa). There are just three enclavedcountries in the world: 🇱🇸 Lesotho (in South Africa), 🇻🇦 Vatican City and 🇸🇲 San Marino (both in Italy). 📹 Watch the video: https://t.me/c/2139192078/157 Would you try skiing in South Africa or Lesotho? #Sports#Travel#SouthAfrica#Lesotho#Skiing#Winter#Africa

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Игорь Ильиных ⚡️ FreerideRussia

@freeriderussia · Post #67 · 01/10/2025, 04:07 PM

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⛷️Анонс лыжных школ в Красной Поляне на февраль с @nadiakid 10-12 февраля - 6 мест 25-27 февраля - 6 мест *Уровень группы определяется по первому участнику #skiing#краснаяполяна#фрирайд#freeride #freerideski#сочикраснаяполяна

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#skiing#краснаяполяна#фрирайд#freeride#freerideski#сочикраснаяполяна