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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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@CryptoM · Post #65008 · 04/10/2026, 01:37 PM

🚀 Hapvida Aims to Raise $398 Million Through Southern Brazil Operations Sale Hapvida Participacoes e Investimentos is reportedly aiming to raise up to 2 billion reais ($398 million) by selling its operations in southern Brazil. Bloomberg posted on X that the health-care corporation is looking to reduce its debt through this sale. The move comes as part of Hapvida's broader strategy to streamline its operations and improve financial stability. The company has not yet disclosed specific details about potential buyers or the timeline for the sale. This decision reflects a growing trend among corporations to optimize their portfolios and focus on core areas amid challenging economic conditions. #Hapvida#SouthernBrazil#Sale#Healthcare#DebtReduction#FinancialStability#CorporateStrategy#EconomicConditions#Bloomberg#PortfolioOptimization