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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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Oneplus 13 Updates

@OnePlus13Series · Post #346 · 11/13/2025, 03:51 PM

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SunOS Project | Android 16 | Oneplus 13 ✍️ Details: - Version: bienor - Codename: #dodge - Type: #user#gapps - Released: 29/09/25 🔽 Download : ROM [ Gdrive | Mirror | SF ] // Images 🆘 Support group: Here ✨ Changelogs: Here 🌳 Source: Here | DT | sm8750 📸Screenshots: Here 💰 Donate: Here (Server) 🔖 Tags : #SunOS#AOSP#ROM#Official#A16#QPR0 ⚙️Installation: 🚨 Firmware is not included with this rom. Please flash fw on both slots to avoid potential issues ➡️ CMDs: fastboot flash init_boot init_boot.img fastboot flash boot boot.img fastboot flash recovery recovery.img fastboot flash vendor_boot vendor_boot.img fastboot -w fastboot reboot recovery ➡️Recovery: • Factory reset (wipe/format data) • ADB sideload the rom zip & Reboot 📔Note: - Clean flash is mandatory coming from SunOS A15 and make sure remove google accounts and lockscreen password to avoid frp lock - ESIM support is dropped 👤 Developer: @Chandu_078 🔔 Updates: @OnePlus13Series 💬 Discussion: @OnePlus13SeriesChatRoom

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