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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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Universe Mysteries 🪐

@cosmomyst · Post #653 · 02/01/2026, 12:21 PM

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🪐 Scientists are investigating laser-driven spacecraft, where powerful laser beams from Earth could propel tiny probes at speeds up to 20% that of light—fast enough to reach Proxima Centauri, our closest neighboring star system, in just over 20 years. This approach, known as "light sail" propulsion, uses intense light pressure against a thin, reflective sail to accelerate a probe, offering a glimpse of how interstellar journeys could become possible within a human lifetime. ✨ #spaceships⚡#ProximaCentauri⚡#lightsail⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels

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Universe Mysteries 🪐

@cosmomyst · Post #271 · 09/14/2025, 04:11 PM

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🪐 The Breakthrough Starshot project is testing how ultra-light spacecraft powered by laser-driven lightsails could one day reach Alpha Centauri, our nearest star system, in just a few decades. These tiny probes, traveling at a fraction of the speed of light (over 100 million kilometers per hour), would gather data from planets like Proxima Centauri b, showing how future interstellar journeys might become possible using cutting-edge technology and real astronomical targets. ✨ #interstellar⚡#travel⚡#AlphaCentauri⚡#lightsail⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries

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