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Source channel @githubtrending · Post #15432 · Jan 23

#jupyter_notebook#chinese_llm#chinese_nlp#finetune#generative_ai#instruct_gpt#instruction_set#llama#llm#lora#open_models#open_source#open_source_models#qlora AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy. https://github.com/lyogavin/airllm

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Crypto M - Crypto News

@CryptoM · Post #65202 · 04/12/2026, 12:24 AM

🚀 EU Proposes Regulatory Shift for Cross-Border Institutions The European Union is considering a significant change in its regulatory framework for cross-border institutions. According to ChainCatcher, the proposal suggests transferring regulatory authority from national supervisory bodies to the European Securities and Markets Authority (ESMA). This shift would affect large Crypto Asset Service Providers (CASPs), trading venues, central counterparties, and central securities depositories. This proposal marks the most substantial structural adjustment in the EU's crypto regulatory framework since the Markets in Crypto-Assets Regulation (MiCA) was fully implemented for CASPs at the end of 2024. Under the current MiCA framework, national authorities serve as the primary regulators, while ESMA plays a coordinating role. #EU#regulatoryshift#crossborderinstitutions#ESMA#CryptoAssetServiceProviders#CASPs#MiCA#cryptoregulation#EUcrypto