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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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Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #724 · 10/06/2022, 07:59 PM

Ferring pharmaceuticals A/S has opened its new home in Copenhagen. The site occupies a pivotal waterfront position alongside the Øresund crossing, just north of Copenhagen International Airport. Bordered by predominantly low-rise development, the building affords fantastic views towards Malmö and the Swedish coast – where the company was founded. “We worked with Ferring to develop an in-depth understanding of the way they work. Through observations and targeted interviews, we gained valuable insight into the processes involved in the development of their drugs. In turn, we have designed a building that responds to the company’s specific needs and brings the range of Ferring’s activities under one roof.” Architecture by Foster&partners #arch_shovel#architecturelover#detail#archidaily