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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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Libreware

@libreware · Post #1472 · 06/20/2025, 09:30 PM

Unboxing Elecrow ThinkNode M1 & M2 | #Meshtastic Setup, Field Test, Review & Off-Grid Comms Breakdown https://rumble.com/v6v1uk1 In this video, I take you deep into the world of off-grid communication as I unbox and test two brand-new devices from Elecrow: the ThinkNode M1 and ThinkNode M2. These tools come pre-installed with Meshtastic firmware and are built for encrypted, decentralized communication — no SIM card, no Wi-Fi, and no cell towers required. Whether you’re prepping for a blackout, building a resilient mesh network, or just exploring survival tech, this video is packed with everything you need to know. We start with a full unboxing of both devices, breaking down what makes each unique. The ThinkNode M1 is powered by the nRF52840 chip and includes a GPS module for location tracking, a 1.54” sunlight-readable EPD screen, and a 1200mAh battery built to last over 48 hours. It’s rugged, outdoor-ready, and ideal for emergency kits or remote travel. In contrast, the ThinkNode M2 is lighter, smaller, and powered by the ESP32-S3 chip. It includes a 1.3” OLED display, Bluetooth support, a 1000mAh battery, and is better suited for modular integration or stealthy builds. After the unboxing, I walk you through a step-by-step setup of each device using the Meshtastic mobile app. I show you how to configure them, pair with Bluetooth, and get your private mesh network up and running in minutes. From there, I run live tests to see how each device performs in real-world conditions and compare their features, form factor, and best use cases. If you’re interested in off-grid privacy tools, these are two of the most beginner-friendly and capable devices out there right now. I also include a breakdown of which device might be better depending on your needs—whether you’re building a neighborhood mesh or planning for emergency scenarios. Make sure to check out the official product pages using the links below. These links track monthly performance, so I appreciate your support if you use them: 👉 ThinkNode M1: https://www.elecrow.com/thinknode-m1-meshtastic-lora-signal-transceiver-powered-by-nrf52840-with-154-screen-support-gps.html?idd=5 👉 ThinkNode M2: https://www.elecrow.com/thinknode-m2-meshtastic-lora-signal-transceiver-powered-by-esp32-s3-with-1-3-oled-display.html?idd=5 Elecrow is also running a giveaway where you can win LoRa modules or get PCB assembly sponsorship. Don’t miss this opportunity to level up your off-grid gear for free: https://www.elecrow.com/blog/lora-modules-giveaway-and-pcb-assembly-sponsorship.html?idd=5 These tools are more than tech — they represent freedom. In a world where networks can go dark and censorship can silence, devices like these keep people connected, informed, and in control. With Meshtastic and LoRa, you are the signal. You are the network. And it’s all open source. If you found this helpful, drop a comment, like the video, and subscribe for more content on off-grid tech, cybersecurity gadgets, and digital autonomy. Let me know which one you’d trust in your blackout bag — the rugged M1 or the sleek, portable M2. ⸻ 📡 Hashtags: #LoRa#Meshtastic#ThinkNodeM1#ThinkNodeM2#Elecrow#OffGridCommunication#EmergencyComms#GridDown#PreppingGear#TechUnboxing#ESP32#nRF52840#SurvivalTech#MeshNetworking#DecentralizedComms#EncryptedMessaging#HamRadioAlternative#LongRangeRadio#DigitalFreedom#TacticalTech#CyberSecurity#LoRaWAN#MeshRadio#HackerTools#BlackoutReady#BugOutBag#PrivacyTech#RadioComms#DisasterPreparedness#MeshtasticSetup#FreedomThroughTech