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Source channel @githubtrending · Post #15428 · Jan 22

#cplusplus FlashMLA is DeepSeek's optimized attention library that makes AI models run faster and use less memory. It works with advanced NVIDIA GPUs to speed up how language models process information, achieving up to 660 trillion floating-point operations per second. The library supports both dense and sparse attention modes, meaning it can focus on important tokens while skipping less relevant ones, reducing computational waste. For you, this means faster AI responses, lower costs for running large language models, and better performance on tasks like chatbots and code generation. The technology is open-source and integrates with popular AI frameworks like PyTorch and Hugging Face, making it accessible for developers building next-generation AI applications. https://github.com/deepseek-ai/FlashMLA

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MikroTik.SG

@mikrotiksg · Post #314 · 07/30/2025, 06:56 AM

Current MikroTik Software Release RouterOS: 7.19.4 | 6.49.18 Winbox: 3.42 / 4.0beta26 SwitcOS: 2.18 SwitchOS lite: 2.20 If you missed 7.19.3, Significantly improved Wi-Fi 6 Performance with RouterOS v7.19.3 (stable) Significantly improved Wi-Fi 6 Performance with RouterOS v7.19.3 (stable) If you've been waiting for a sign to explore MikroTik's Wi-Fi 6 solutions - this is it. With RouterOS v7.19.3, MikroTik has introduced significant improvements to 802.11ax (Wi-Fi 6) device performance. This update enhances range, stability, and overall wireless experience, making it the best time yet to deploy Wi-Fi 6 in your home, office, or enterprise setup. MikroTik is continuously working to improve AX performance across all supported MikroTik devices, and this update is a major step forward. Whether you're using a single AP or building a complex multi-device setup, you'll notice the difference. But there's more to this update: from enhanced IPv6 FastPath support to hardened RADIUS (RadSec) and smarter LTE/eSIM handling, the system is now more robust under real-world stress. For best results and security, always use the latest stable RouterOS version. Version 7.19.3 is currently our recommended release for anyone using Wi-Fi 6 hardware. #MikroTik#RouterOS#AlagasNet#LatestSoftware