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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 #21208 · 01/27/2026, 01:35 PM

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#Afar: Delivering lifesaving nutrition across one of #Ethiopia’s harshest landscapes Once you leave the city of #Semera behind, the Ethiopian landscape quickly opens into vast stretches of dry earth that seem to run endlessly toward the horizon. Sparse green bushes dot the dusty ground, framed by distant mountains and volcanoes that define the Afari landscape. As our vehicles drive toward the town of Magenta to deliver nutrition to children through Doctors Without Borders/Médecins Sans Frontières (#MSF) outreach activities, a river runs alongside the road. One of the main challenges faced by local communities is right in front of our eyes: water. Afar, crossed by the Danakil Depression marking the northern end of the East African Rift Valley, is considered one of the hottest inhabited places on Earth. Water availability and quality in the region are strongly influenced by its..... https://www.facebook.com/AddisstandardEng/posts/pfbid02eyGnawFb7VhMHg63k8WpiMijY9FpwCawUmrdsKrtzRv4KyRYPzEBTN3ngQUxCZpEl

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