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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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Addis Standard

@addisstandardeng · Post #21946 · 04/06/2026, 06:58 AM

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#Ethiopia aid worker tells of daily struggle to find water in land littered with cow skulls A #Scottish aid worker who recently visited Ethiopia has told of the harrowing daily struggles people face there to get safe water. Ben Wilson of the Scottish Catholic International Aid Fund (#SCIAF), who visited the #African nation last June, told of landscapes devastated by drought and littered with the skulls of dead cattle. It comes as the charity’s annual Wee Box appeal this Easter focuses on water, with Scots urged to give generously to fund taps and wells in some of the world’s poorest nations. SCIAF is also urging Keir Starmer to reverse his controversial move to slash international aid to 0.3 per cent of national income - the lowest level since 1999 - in order to boost defence spending. Ben told the Sunday Mail: “Water poverty is still such a huge problem around the world, with hundreds of millions of people......... https://www.dailyrecord.co.uk/news/scottish-news/ethiopia-aid-worker-tells-daily-36969445

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