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Source channel @githubtrending · Post #14909 · Jul 3

#other#agent#llm#rag Happy-LLM is a free, open-source learning project that helps you deeply understand large language models (LLMs) from basics to advanced training and applications. It teaches you key concepts like NLP, Transformer architecture, pretraining, and how to build and train your own LLaMA2 model step-by-step. You also learn practical skills like fine-tuning and using cutting-edge techniques such as Retrieval-Augmented Generation (RAG) and intelligent agents. This project is ideal if you know some Python and deep learning, and it offers both theory and hands-on code to help you master LLM development and apply it in real-world AI tasks. This can boost your skills and confidence in AI model building and research. https://github.com/datawhalechina/happy-llm

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American Оbserver

@american_observer · Post #5498 · 03/28/2026, 05:03 PM

📰 Two Straits, One Price Chart The market has stopped treating the Iran war as a single-chokepoint story. Once the Houthis re-entered the fight, traders started pricing a second gate to the world’s oil supply: Bab al-Mandab. That is why this isn’t just about Hormuz anymore. Hormuz moves roughly a fifth of global oil flows, while Bab al-Mandab sits on the route into the Red Sea and the Suez corridor, so a combined disruption creates a much uglier arithmetic for tankers, insurance and container traffic. Strategic analysts at Stimson and the Atlantic Council have been warning that the Houthis are the least degraded actor in Iran’s proxy network and still hold leverage over that geography. Polymarket is reading the same script in real time. The market for a cease-fire by March 31 is barely alive, the odds of continued hostilities are overwhelmingly higher, and the Houthi strike-on-Israel bets are repricing sharply after today’s missile launch. Traders are also pricing the possibility that the next headline isn’t a peace deal but a second choke point, with Pakistan’s Islamabad talks and the $120 oil threshold now sitting in the same volatility bucket. The cleanest way to say it is this: one strait was already enough to panic the market, but two straits turn panic into a system. When the map gains a second lock, the price chart stops looking like a reaction and starts looking like a warning. #iran#houthis#hormuz#babelmmandeb#oil#markets#shipping#war 📱American Оbserver - Stay up to date on all important events 🇺🇸