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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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MDC Uzbekistan

@mdcuzbekistan · Post #901 · 10/25/2024, 09:33 AM

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JetBrains has officially joined the .NET Foundation as a sponsor JetBrains, a leading name in the software development industry, has officially joined the .NET Foundation as a sponsor. For over 20 years, JetBrains has been at the forefront of creating innovative tools for .NET developers. Their commitment to supporting developers and fostering a thriving ecosystem is truly commendable. This partnership highlights the importance of a vibrant and active developer community. With JetBrains providing complimentary licenses for open-source contributors and launching the OSS Power-Ups initiative, .NET developers now have even greater opportunities to enhance their projects and build a stronger, more connected open-source future. We at MDC Uzbekistan are excited to follow this new chapter and look forward to seeing the incredible innovations that will emerge from this collaboration. Kudos to both JetBrains and the .NET Foundation for paving the way for an even brighter future for the .NET community! Don’t forget to follow JetBrains and .NET Foundation for more updates on this remarkable journey! #DotNETFoundation#JetBrains#Partnership#Innovation#SoftwareDevelopment#OpenSource#Community @mdcuzbekistan

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