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A large collection of materials on LLM Systems, • model training (pre-training, RLHF, fault tolerance, stragglers) • inference and serving • agent systems • edge deployment • multimodal models • technical reports from major laboratories • reviews, benchmarks, and leaderboards • courses on MLSys and collections of articles from conferences https://github.com/AmberLJC/LLMSys-PaperList #LLMSys #LLM #MachineLearning #AIResearch #DeepLearning #TechReports ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A 🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more. ✅ 13 courses live + 40+ coming soon 🎯 One access, lifetime updates 🔑 Use code: PRESALE-BOOK-WAVE-2GFG 👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO

Google has published a free guide on scaling AI models and working with GPUs. 🚀 📘 How to Scale Your Model https://jax-ml.github.io/scaling-book/ 📘 How to Think About GPUs https://jax-ml.github.io/scaling-book/gpus/ The materials discuss the principles of model scaling, the structure of GPUs, computational limitations, memory bandwidth, parallelism, and other topics that are useful when training and running modern AI models. 💡 It's completely free and available online. 🌐 #AI #MachineLearning #GPU #Scaling #DeepLearning #Tech ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A 🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more. ✅ 13 courses live + 40+ coming soon 🎯 One access, lifetime updates 🔑 Use code: PRESALE-BOOK-WAVE-2GFG 👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO

I often see people say that it's impossible to enter the IT field without expensive courses. However, there's a huge amount of high-quality materials available for free: 📚 Computer Science https://github.com/ossu/computer-science 📚 Data Structures & Algorithms https://github.com/jwasham/coding-interview-university 📚 System Design https://github.com/donnemartin/system-design-primer 📚 Web Development https://github.com/TheOdinProject/curriculum 📚 Frontend / Backend / DevOps / Cloud https://github.com/kamranahmedse/developer-roadmap 📚 Data Engineering https://github.com/DataTalksClub/data-engineering-zoomcamp 📚 Machine Learning & AI https://github.com/microsoft/ML-For-Beginners 📚 MLOps https://github.com/DataTalksClub/mlops-zoomcamp 📚 Cybersecurity https://github.com/OWASP/CheatSheetSeries 📚 Linux https://github.com/trimstray/the-book-of-secret-knowledge 📚 Free Programming Books https://github.com/EbookFoundation/free-programming-books If you have internet and a bit of free time, you can learn computer science, algorithms, system design, DevOps, clouds, security, and machine learning for free. The problem now isn't a lack of information. The problem is regularly opening these repositories and actually working on them. #FreeLearning #ITCareer #CodingResources #TechEducation #OpenSource #DevCommunity ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A 🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more. ✅ 13 courses live + 40+ coming soon 🎯 One access, lifetime updates 🔑 Use code: PRESALE-BOOK-WAVE-2GFG 👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO

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