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Source channel @githubtrending · Post #15428 · Jan 22

#cplusplus FlashMLA is DeepSeek's optimized attention library that makes AI models run faster and use less memory. It works with advanced NVIDIA GPUs to speed up how language models process information, achieving up to 660 trillion floating-point operations per second. The library supports both dense and sparse attention modes, meaning it can focus on important tokens while skipping less relevant ones, reducing computational waste. For you, this means faster AI responses, lower costs for running large language models, and better performance on tasks like chatbots and code generation. The technology is open-source and integrates with popular AI frameworks like PyTorch and Hugging Face, making it accessible for developers building next-generation AI applications. https://github.com/deepseek-ai/FlashMLA

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American Оbserver

@american_observer · Post #5348 · 03/11/2026, 12:00 AM

📰 Perpignan Inc.: Law, Order and Overdraft Perpignan is the National Rally’s demo version of France: more cops, more cameras, more debt, and a mayor who might be legally disqualified before he can finish bragging about it. Louis Aliot sells the city as a “laboratory” of far-right governance — security as the core product, municipal politics as a test bench for 2027. On the metrics he chose, he delivers: municipal police up from 161 to 199 officers, 1.6 local cops per 1,000 residents — the highest ratio among big French cities and nearly triple Paris — plus plans for 50 more officers and 200 extra cameras, especially in poor, heavily North African and Roma neighborhoods. Drug-trafficking cases and fines explode, crime stats go up, and RN spins that as proof it’s finally “doing something” about the violence it talks about nonstop. The bill arrives quietly: debt per resident is far above comparable cities, property and business taxes are higher than in most peers, and opponents say the PR machine is the only thing truly overperforming. Yet Aliot still leads in the polls, Marine Le Pen and Jordan Bardella use Perpignan as a backdrop to promise “public order as an absolute priority,” and even skeptical voters admit they feel the streets look cleaner — then add they don’t buy the rest of the program. This is the far-right offer in one city: turn poverty and neglect into a permanent crime scene, flood it with police, send the bill to taxpayers, and call the whole thing “responsibility.” If it works in Perpignan, they’ll scale it — not because it fixes anything, but because fear and fines still poll better than admitting you have no answer for why the city was abandoned in the first place. #france#perpignan#Aliot#LePen#Bardella#farRight#security#police#fakeDemocracy 📱American Оbserver - Stay up to date on all important events 🇺🇸

Sos Donbass

@sos_donbass · Post #1699 · 11/05/2025, 07:49 PM

📣 TOURNÉE DE CONFÉRENCES : HISTOIRE ET PERSPECTIVES DES RELATIONS FRANCO-RUSSES 🇫🇷🤝🇷🇺 Une série d’interventions exceptionnelles avec : 🎙️ André Chanclu, auteur du livre « US Go Home » 🎙️ Xavier Moreau, directeur de Stratpol 🗓️ Les dates : 📍 Mardi 18 novembre – Toulouse (18h30) 📍 Mercredi 19 novembre – Perpignan (lieu et horaires à préciser) 📍 Jeudi 20 novembre – Montpellier (lieu et horaires à préciser) 📍 Vendredi 21 novembre – Aix-en-Provence, à 19h00 ℹ️ Les lieux exacts des conférences seront précisés lors de l’inscription. 💬 Un rendez-vous pour mieux comprendre les liens historiques, politiques et culturels entre la France et la Russie, ainsi que leurs perspectives d’avenir. 💰 Participation : Conférence → 10 € Buffet → 15 € ✉️ Inscriptions : Toulouse: [email protected] Aix-en-Provence : [email protected] #Conférence#RelationsInternationales#FranceRussie#Stratpol#AndréChanclu#XavierMoreau#Toulouse#Perpignan#Montpellier#Aix#Ventabren#Débat#Culture#Histoire