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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 #65446 · 04/13/2026, 09:12 AM

🚀 Brazil Faces Shrinking Package Sizes Amid Rising Prices In Brazil, consumers are noticing a trend where package sizes for everyday items like chocolate bars and coffee are decreasing, while prices remain the same or increase. Bloomberg posted on X, highlighting this phenomenon as a response by manufacturers to cope with rising production costs without directly increasing prices. This strategy, known as 'shrinkflation,' allows companies to maintain profit margins while avoiding the backlash that often accompanies price hikes. As inflation continues to impact the Brazilian economy, consumers are left paying more for less, a situation that is becoming increasingly common across various product categories. #Brazil#Shrinkflation#RisingPrices#ConsumerGoods#Inflation#Economy#PriceHikes#CostCutting#BrazilEconomy#Manufacturing