#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
🚀Чарльз Хоскинсон: Cardano обрабатывает более 134 000 транзакций в секунду
🔸 Блокчейн Cardano установил новый рекорд по пропускной способности. По словам лидера команды разработчиков Чарльза Хоскинсона, благодаря обновлению Hydra, сеть теперь может обрабатывать до 134 464 транзакций в секунду.
🔸 Базовый актив ADA стал одним из лидеров текущего альтсезона. За неделю криптовалюта выросла более чем на 25%, а ее капитализация превысила $42 млрд на фоне высокой адресной активности.
🔸 Хоскинсон отметил, что обновление Hydra значительно повысила пропускные возможности сети. Разработчики ожидают, что это обновление ускорит внедрение ADA на криптовалютном рынке, обеспечивая более быструю и дешевую обработку транзакций.
#Cardano#ADA#Hydra
АкадемияGarantex|Garantex Announcements|ВКонтакте|YouTube
🪐 In the constellation Hydra, astronomers have found R Hydrae, a star that pulses in brightness over a period of about 385 days. This "Mira variable" expands and contracts like a cosmic heartbeat, changing size and light output as it nears the end of its life, giving scientists clues about the future fate of our own Sun. ✨
#stars⚡#hydra⚡#pulsation⚡#nasa⚡#galaxy⚡#astronomy⚡#universe⚡#cosmos⚡#space
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🪐 The galaxy ESO 510-G13, located about 150 million light-years away in the Hydra constellation, has a warped, twisted disk that gives it a bizarre, "bent" appearance. Scientists think this unusual shape was caused when ESO 510-G13 merged with a smaller galaxy, distorting its spiral arms and creating a dramatic ripple through its structure—making it one of the most visually striking examples of cosmic collisions turning galaxies into real oddities. ✨
#galaxies⚡#collisions⚡#hydra⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space
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Hydra, a tiny freshwater animal, can theoretically live forever if nothing eats or kills it. They don't age because they keep regenerating cells.
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@googlefactss#Hydra#Immortal#Regeneration#Science