#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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Día Nacional del Águila Real, símbolo patrio de México
El Día Nacional del Águila Real celebra la importancia cultural y ecológica del águila real en México, destacando esfuerzos de conservación.
El Día Nacional del Águila Real se celebra cada 13 de febrero en México, coincidiendo con la fundación de la ciudad de México-Tenochtitlán.
Esta fecha es una oportunidad para reconocer y valorar la importancia del águila real (Aquila chrysaetos) en la cultura y biodiversidad del país.
Esta majestuosa ave, también conocida como águila dorada, ha sido un símbolo de fuerza, valentía y luz desde tiempos prehispánicos, y su imagen está presente en el escudo nacional de México.
https://descubreenmexico.com/celebrando-el-dia-nacional-del-aguila-real-en-mexico/
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