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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 #21528 · 02/26/2026, 05:18 AM

One-third of #Somalis to face hunger in March: #UN officials Some 6.5 million people, or about a third of Somalia's population, will face crisis levels of hunger through March, an increase of 1.7 million since January, UN officials warned. Speaking to reporters on Wednesday at the UN headquarters via video link, World Food Programme (#WFP) Director of Emergency Preparedness and Response Ross Smith said the latest Integrated Food Security Phase Classification (#IPC) report for Somalia, released on Tuesday, confirmed fears that the humanitarian situation in Somalia has significantly worsened. "Of these, two million of the most vulnerable women and children are expected to face severe hunger," with over 1.8 million children under the age of 5 to face acute malnutrition in 2026, he said. Smith said Somalia is in the midst of a very complex hunger crisis, where two rainy seasons have failed, conflict and insecurity.... https://menafn.com/1110791078/One-Third-Of-Somalis-To-Face-Hunger-In-March-UN-Officials

Addis Standard

@addisstandardeng · Post #22150 · 04/30/2026, 10:10 AM

News: #Ethiopian community members in #South_Africa accuse home government of inaction as embassy says engaging authorities Members of the Ethiopian community in South Africa have criticized what they describe as a lack of adequate protection and diplomatic response following recent killings of Ethiopian nationals in Johannesburg, even as #Ethiopia’s embassy in #Pretoria said it is engaging authorities and calling for stronger security measures. The criticism follows a recent shooting in #Johannesburg in which four Ethiopians were killed, with Ethiopian officials saying they are awaiting the outcome of investigations by South African authorities. Speaking to #Addis_Standard on condition of anonymity, a member of the Ethiopian Community in South Africa said the killings of Ethiopians, #Eritreans and #Somalis in South Africa are not new, but warned both the frequency and nature of the attacks appear to be worsening. https://addisstandard.com/?p=56694