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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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Car News

@car_news · Post #1919 · 03/27/2026, 08:31 AM

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🚖 Uber launches robotaxis in Europe with Pony AI 📰 Uber has partnered with China’s Pony AI and Croatian startup Verne to launch Europe’s first commercial self-driving taxi service. 📍 Testing is already underway on the streets of Zagreb, and soon users will be able to book driverless rides directly in the Uber app. How it works: • Uber provides the platform and user base • Verne manages the fleet • Pony AI delivers the autonomous driving tech The service will use the Arcfox Alpha T5 electric vehicle (developed with BAIC). The plan is to scale to thousands of robotaxis and expand across Europe. 🧲 The race is on: Waymo is preparing a launch in London, while Volkswagen is gearing up in Germany. #services#selfdriving@Car_News

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Полный беспилот

@polnybespilot · Post #630 · 10/17/2024, 11:34 AM

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Яндекс запустил автономные грузоперевозки для доставки посылок «Яндекс Маркета». Пока в тестовом режиме, в Тулу по трассе М-4 «Дон», но до конца года компания запустит движение и ночью в оба направления. Проблема нехватки водителей в грузоперевозках стоит остро, половине траспортных компаний не хватает от 10 до 30% водителей, из-за чего грузовики простаивают в среднем 47 дней в год. Поэтому развитие направления автономных грузоперевозок — логичный шаг. А вот и сам красавец, он разработан на платформе китайского Shacman X6000 #Яндекс#selfdriving#транспорт @lobushkin

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GitHub Trends

@githubtrending · Post #14665 · 05/03/2025, 11:30 AM

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#python#acura#audi#autopilot#chrysler#comma#fsd#genesis#honda#hyundai#jeep#kia#lexus#mazda#nissan#openpilot#ram#selfdriving#tesla#toyota#volkswagen sunnypilot is a free, open-source driver assistance system that works with over 300 car models, offering features like independent lane centering and adaptive cruise control for a safer, more customizable driving experience. It requires a compatible device (like comma three) and a supported car with adaptive cruise control, providing smoother steering, automatic speed adjustments, and easy updates through user-friendly installation options. Users benefit from enhanced safety, personalized driving settings, and access to a community for support and updates. https://github.com/sunnypilot/sunnypilot

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#python #acura #audi #autopilot #chrysler #comma #fsd #genesis #honda #hyundai #jeep #kia #lexus #mazda #nissan #openpilot #ram #selfdriving #tesla #toyota #volkswagen