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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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Amazing Geography 🌍

@amazingeo · Post #195 · 09/07/2025, 08:12 PM

🌍 The largest tectonic plate, the Pacific Plate, moves up to 10 centimeters per year—faster than human fingernails grow. Its motion triggers earthquakes and reshapes entire coastlines. ✨ #plate⚡#tectonics⚡#earthquakes⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #314 · 09/30/2025, 12:31 PM

🌍 The Himalayas are growing taller each year because the Indian plate keeps pushing into the Eurasian plate. This slow collision also makes the region one of the world’s most earthquake-prone. ✨ #plate⚡#tectonics⚡#earthquakes⚡#mountains⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #467 · 11/21/2025, 12:31 PM

🌍 Every year, thousands of tiny earthquakes ripple along Earth's mid-ocean ridges as tectonic plates slowly spread apart. These hidden quakes help shape much of the seafloor without being felt on land. ✨ #plate-tectonics ⚡#seafloor⚡#earthquakes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #39 · 08/13/2025, 12:12 AM

🌍 Earth's crust is in constant motion due to convection currents—slow, swirling movement of hot rock deep below the surface. This drives plate movement, causing earthquakes and forming new land. ✨ #processes⚡#plate⚡#tectonics⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍