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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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TONlines – News

@tonlines · Post #7214 · 05/14/2025, 02:32 PM

swap.coffee and Colossus Integration Announcement #Colossus#DEX swap.coffee channel has announced the integration with Colossus, a DEX with concentrated liquidity developed by the Titan team. This enhancement offers users improved routing and better prices, adding more value to every swap. Source: link @tonlines

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@kejiqu · Post #3767 · 09/18/2025, 09:17 AM

马斯克“巨硬计划”新动作曝光:从 0 建起算力集群,6 个月完成 OpenAI & 甲骨文 15 个月的工作 马斯克旗下 xAI 正在推进“巨硬计划”(MACROHARD),该项目旨在构建 AI 算力集群 Colossus II。 仅用时6个月便完成了200MW供电规模的算力集群建设,可支持11万台英伟达GB200 GPU。Colossus II 于2025年3月启动,预计最终将部署超过55万个GPU,峰值功率需求超过1.1吉瓦,并计划扩展至100万个GPU。xAI 通过租赁燃气涡轮机、收购发电厂以及部署特斯拉Megapack电池储能系统等方式解决电力需求。马斯克亲自参与项目,并将巨硬计划视为特斯拉的关键组成部分,用于优化自动驾驶、工厂自动化和机器人。Colossus I 曾是规模最大的 AI 训练算力集群。IT之家 🏷#马斯克#Colossus#II#AI 📢频道👥群组📝投稿