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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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BadVolf

@badvolfnews · Post #1516 · 03/16/2024, 06:08 PM

🇷🇺❤Today marks a monumental chapter in my journey, as I proudly announce that I've become a Russian citizen and participated in my very first election here. This significant step is more than just a formal process; it symbolizes my deep connection and commitment to my new home, its people, and its future. As I stood in the polling station, casting my vote, I was overwhelmed with a sense of responsibility and belonging. This act of civic engagement is a powerful reminder of the role we each play in shaping the course of our community and nation. It's a day filled with emotions - pride, hope, and anticipation for what lies ahead. Joining my fellow citizens in this democratic process, I felt a strong bond of unity and shared purpose. Here's to embracing new beginnings, contributing to the collective future, and making every moment count in this beautiful journey. #Citizenship#ElectionDay#NewChapter#RussianCitizen🇷🇺✨