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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 #64591 · 04/09/2026, 09:34 AM

🚀 Minority Investors Express Concerns Over Estée Lauder's Acquisition Plan for Puig Minority investors are expressing skepticism about the Estée Lauder founding family's proposal to acquire Puig. Wall Street Journal (Markets) posted on X, highlighting that despite these concerns, the founding family may still proceed with the acquisition. The plan involves significant financial commitments, which has led to apprehension among minority stakeholders. However, the influence of the founding family could potentially override these doubts, allowing the acquisition to move forward. The outcome of this situation remains uncertain as discussions continue. #EstéeLauder#Puig#Acquisition#MinorityInvestors#FinancialMarkets#MergersAndAcquisitions#WallStreet