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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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@githubtrending · Post #14777 · 06/03/2025, 12:00 AM

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#other#applications#coderquad#college#fulltime#hacktoberfest#jobs#newgrad#position#posting#university This resource is a regularly updated list of entry-level jobs for new graduates in software, tech, computer science, product management, and quantitative roles for 2024 and 2025, organized by Coder Quad and Simplify[1][2][4]. It features a wide range of open positions from top companies, sorted by category like software engineering, data science, AI, quantitative finance, and hardware engineering. The list is easy to browse, with direct links to apply for each job, and is updated daily so you always see the latest opportunities. You can also use tools like Simplify’s browser extension to autofill job applications and get email alerts for new roles, saving you time and effort. This helps you quickly find and apply for jobs that match your skills and interests, making your job search much easier and more efficient[1][2][4]. https://github.com/SimplifyJobs/New-Grad-Positions

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