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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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Addis Standard

@addisstandardeng · Post #21870 · 03/28/2026, 07:08 AM

News: #UN warns escalating hostilities along #Sudan’s borders, including with #Ethiopia, threaten civilians and disrupt aid operations Escalating hostilities along Sudan’s borders, including with Ethiopia, are endangering civilians and disrupting humanitarian operations, the United Nations has warned. According to a report by Xinhua, citing the UN Office for the Coordination of Humanitarian Affairs (#OCHA), recent clashes near Sudan’s frontiers with Ethiopia and #Chad have resulted in civilian casualties and forced displacement. In #Blue_Nile State, violence near the Ethiopian border has restricted access to key regions including #Kurmuk, #Sali, and #Dindraw, south of the state capital, #Ed_Damazine. Civilians have reportedly fled toward Ed Damazine and across the border into Ethiopia in search of safety. Sudanese officials have accused Ethiopia of facilitating operations by the paramilitary Rapid Support Forces (#RSF) and allied groups—an allegation....... Read more: https://addisstandard.com/?p=56160