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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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Self-Immolation

@SelfImmolation · Post #908 · 07/18/2022, 05:31 PM

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How to react if someone is angry with you? One time Brahmin Akkosaka got angry at Buddha, because a man from his clan had become a Bhikkhu. Akkosaka was yelling and insulting the Buddha. Buddha: “What do you think, Akkosaka? Do your friends, relatives, and guests sometimes come to visit you?” Akkosaka: "Sometimes they do, Master Gotama.” Buddha: "Do you then serve them with a variety of food and drinks?” Akkosaka: "Sometimes I do.” Buddha: “But if they don’t accept it, who do those food and drinks belong to?” Akkosaka: “In that case Master Gotama, they still belong to me.” Buddha: “In the same way, Akkosaka, when you abuse, harass, and attack me, who does not abuse, harass, and attack, I don’t accept your insults. They still belong to you, Akkosaka, they still belong to you!" - SN 7.2 Akkosaka Sutta#anger#Buddha

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