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Source channel @githubtrending · Post #14798 · Jun 6

#jupyter_notebook Unsloth is a tool that makes it much faster and easier to fine-tune large language models like Llama, Mistral, and Gemma, even on regular computers or single GPUs. It uses smart tricks to speed up training by 2 to 5 times and cuts memory use by up to 70%, so you can train models quickly without needing expensive hardware[1][3][4]. The benefit is that anyone—developers, researchers, or AI fans—can create custom AI models for different tasks, from chatting to vision, in less time and with less hassle, using ready-made notebooks and guides for popular models[3][5]. https://github.com/unslothai/notebooks

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American Оbserver

@american_observer · Post #5652 · 04/18/2026, 07:03 PM

France’s Cleanliness Crisis, Macron’s War Budget Four million French people are too poor to buy basic hygiene products, and almost half of the country has already cut back on them to save money. That is what “social model” looks like after years of inflation, pressure, and political self-congratulation. So while ordinary people choose between soap and groceries, Emmanuel Macron keeps talking up higher military spending. Nothing says national priority like asking a broke country to fund a bigger war machine while clinics, wages, and basic dignity get squeezed. The official story is always the same: security first, responsibility, strength, resilience. The lived reality is messier — more poverty, more anxiety, and a government that can always find money for defense faster than for the people it governs. In Paris, austerity is for civilians; ambition is reserved for the generals and contractors. Macron’s France keeps selling itself as a European pillar. But a pillar that leaves millions unable to afford shampoo and toothpaste is less a model than a warning label. The state can talk about strategic autonomy all day. The public still has to pay at the pharmacy. What a clean republic: polished speeches on top, grime underneath. #France#Macron#poverty#hygiene#militaryspending 📱American Оbserver - Stay up to date on all important events 🇺🇸