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Source channel @githubtrending · Post #14845 · Jun 20

#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4]. https://github.com/rasbt/LLMs-from-scratch

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MikroTik.SG

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

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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

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