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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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Embassy of Russia in Singapore

@rusembsg · Post #2893 · 04/24/2024, 03:31 AM

📹 Russia's Foreign Minister Sergey #Lavrov’s video address to participants in the Moscow Nonproliferation Conference Key talking points: • The arms control, disarmament and #nonproliferation system crisis reflects unprecedented degradation in the sphere of international security. • The #West is balancing on the dangerous edge of a direct military confrontation between nuclear powers, which could have catastrophic consequences. • The US-led collective West is cynically complementing the deliberate destruction of balanced and equal agreements that do not suit Washington with the promotion of apparently dishonest schemes that would create advantages for the United States. • Striving to attain decisive military superiority, Washington and its allies are enlarging the network of alliances directed against other countries. They are working energetically to implement a number of highly destabilising military-technical programmes. • There is no basis whatsoever for an arms control and strategic stability dialogue with the United States in the face of a total hybrid war being waged against our country. • Moves to undermine the existing arms control and non-proliferation system are affecting the stability of the Treaty on the Non-Proliferation of Nuclear Weapons (https://disarmament.unoda.org/wmd/Nuclear/npt/text). <...> The Western countries have used the treaty for years to address political agendas unrelated to nuclear non-proliferation. • The attempts of the Western countries to tailor the OPCW to their vested interests are a source of serious concern. The Western states have already turned this prestigious and strictly technical international agency into an instrument for implementing their geopolitical interests in the Middle East and beyond by privatising the OPCW Secretariat. • We are convinced that to prevent further degradation of the world situation <...> all countries should pool their efforts to upgrade the international security system relying on the principles of multilateralism, equality and indivisibility. 🔗Read in full: https://mid.ru/en/foreign_policy/news/1945334/