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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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Libreware

@libreware · Post #918 · 04/06/2021, 01:39 PM

TrackerControl TrackerControl allows users to monitor and control the widespread, ongoing, hidden data collection in mobile apps about user behaviour (‘tracking’). To detect tracking, TrackerControl combines the power of the Disconnect blocklist, used by Firefox, and our in-house blocklist is used, created from analysing ~2 000 000 apps! Additionally, TrackerControl supports custom blocklists. 💡 This approach 👉🏼 reveals the companies behind tracking, 👉🏼 allows to block tracking selectively, and 👉🏼 exposes the purposes of tracking, such as analytics or advertising. The app also aims to educate about your rights under Data Protection Law, such the EU General Data Protection Regulation (GDPR). Under the hood, TrackerControl uses Android’s VPN functionality, to analyse apps’ network communications locally on the Android device. This is accomplished through a local VPN server, to enable network traffic analysis by TrackerControl. 💡 No root is required, other VPNs or Private DNS are not supported. No external VPN server is used, to keep your data safe! TrackerControl even protects you against DNS cloaking, a popular technique to hide trackers in websites and apps. TrackerControl will always be free and open source, being a research project. https://trackercontrol.org/ https://github.com/OxfordHCC/tracker-control-android/releases/latest/download/TrackerControl-githubRelease-latest.apk #TrackerControl#data#collection#android#apps#opensource 📡@nogoolag