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Source channel @githubtrending · Post #15311 · Dec 6

#rust#blockchain#cumulus#polkadot#substrate The Polkadot SDK is a powerful, open-source toolkit that lets you build your own blockchain or connect to Polkadot as a parachain. It gives you ready-made parts for common features like accounts, staking, governance, and cross-chain messaging (XCM), so you can focus on your unique logic instead of starting from scratch. You get full control over consensus, runtime, and networking, making it easier to launch fast while keeping your chain customizable, secure, and production-ready. https://github.com/paritytech/polkadot-sdk

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Machinelearning

@ai_machinelearning_big_data · Post #8615 · 09/23/2025, 05:34 PM

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⚡️Новая модель LFM2-2.6B - лидер в классе до 3B параметров. Ключевые особенности: - лёгкая и быстрая, всего 2.6B параметров - построена на архитектуре v2 (short convs + group query attention) - обучена на 10 трлн токенов, поддерживает контекст до 32k LFM2-2.6B - компактная, но мощная моделька для широкого спектра задач. 🟠Blog post: https://liquid.ai/blog/introducing-lfm2-2-6b-redefining-efficiency-in-language-models 🟠HF: https://huggingface.co/LiquidAI/LFM2-2.6B 🟠Model Bundle on LEAP: https://leap.liquid.ai/models?model=lfm2-2.6b @ai_machinelearning_big_data #AI#LLM#LFM2#OpenSourceAI#Multilingual

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