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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 #64584 · 04/09/2026, 09:15 AM

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🚀 Dubai's VARA Issues Guidance on Virtual Asset Issuance Dubai's Virtual Assets Regulatory Authority (VARA) has released guidance detailing the structuring, disclosure, and distribution of virtual assets, including stablecoins and real-world asset tokens. According to NS3.AI, the document outlines three issuance pathways, specifying that Category 2 issuances must be distributed through intermediaries licensed by VARA. This guidance serves to interpret VARA's existing issuance rulebook rather than establish new laws. Ruben Bombardi, general counsel at VARA, stated that the framework aims to provide issuers with enhanced regulatory clarity and assist users in making more informed decisions. #Dubai#VARA#VirtualAssets#Stablecoins#RealWorldAssetTokens#RegulatoryGuidance#IssuancePathways#CryptoRegulation#Blockchain#DigitalAssets

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