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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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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #4170 · 03/17/2025, 12:02 PM

Yemeni Media reported that approximately 40 U.S. airstrikes targeting the capital, #Sanaa, as well as Saada and Al-Bayda, have resulted in an initial toll of 32 dead and over 100 wounded, the majority of whom are women and children. The strikes are expected to continue for weeks. Four airstrikes hit the Al-Jeraf neighborhood in northern Sanaa, killing ten people and injuring 13 others. Additional strikes targeted the Attan and Jarban areas in the Sanhan district of Sanaa province. In #Saada, reports indicate that airstrikes on two homes in the Qahza area, north of the city, led to a rising casualty count of ten dead and 13 wounded. Meanwhile, the U.S. Central Command (#CENTCOM) confirmed that it had carried out a series of airstrikes against "Ansarullah" targets across #Yemen. CENTCOM stated that the operations involved precision strikes, justifying them as measures to defend U.S. interests, deter adversaries, and restore freedom of maritime navigation. #RedSea#DonaldTrump