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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 #21766 · 03/19/2026, 07:12 AM

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#Somalia: #Southwest President Laftagareen resigns from Hassan Sheikh Mohamud's JSP Party Southwest State President Abdiaziz Hassan Mohamed Laftagareen has resigned from the Justice and Solidarity Party (#JSP), led by #Somali President Hassan Sheikh Mohamud, in the latest sign of escalating tensions between his administration and the federal government. Laftagareen, who had been serving as deputy chairman of the JSP, announced his resignation on March 18, 2026. “I, President of Southwest State H.E. Abdiaziz Laftagareen, resign as Deputy Chairman of the JSP effective today, March 18, 2026. I cannot support unconstitutional actions that weaken our unity. My commitment remains to Somalia’s unity, democracy and the rule of law,” he said in a statement. The regional leader argued that Somalia’s only legitimate constitutional framework remains the 2012 provisional constitution,.... https://www.hiiraan.com/news4/2026/Mar/204696/southwest_president_laftagareen_resigns_from_hassan_sheikh_mohamuds_jsp_party.aspx

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