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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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MessageInABottle

@mib_messageinabottle · Post #6961 · 05/26/2024, 03:16 PM

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UN rapporteur: Israel will not stop ‘this madness’ until we make it stop Francesca #Albanese, the #UN’s special #rapporteur on #Palestine on Saturday urged member states to impose sanctions on #Israel along with an arms embargo until it stops “this madness,” “Let’s be clear. As the #ICJ orders Israel to stop its offensive in #Rafah, #Israel instead intensifies its attacks on it,” The International Court of Justice (#ICJ) in its latest ruling ordered Israel to immediately halt its military offensive in #Rafah, a city in southern Gaza where more than 1.5 million displaced Palestinians had sought refuge. “The news I am receiving from the people trapped therein are terrifying, Be sure: Israel will not stop this madness until WE make it stop,” Albanese urged all UN member states to impose #sanctions, arms #embargo and suspend diplomatic and political relations with Israel until it ceases its #genocidal assault.

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