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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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Application journey ‘29🇺🇸🗽

@applicationjourney · Post #337 · 09/02/2022, 06:13 AM

📌FLEX APPLICATION IS NOW OPEN!🇺🇿🇺🇸 📌Did you know that the FLEX Program accepts applications from secondary school students in *22 countries* in Europe and Eurasia? Since 1993, more than 29,000 students have experienced life in the United States with the #FLEXProgram, living with a U.S. host family, and attending a U.S. high school. Applications for FLEX 2023-24 are due on October 13! Learn more about applying at: discoverflex.org/apply 📌The Future Leaders Exchange (FLEX) Program FLEX is a highly competitive, merit-based scholarship program funded by the U.S. Department of State that operates in #Armenia, #Azerbaijan, the #CzechRepublic, #Estonia, #Georgia, #Greece, #Hungary, #Kazakhstan, #Kyrgyzstan, #Latvia, #Lithuania, #Moldova, #Mongolia, #Montenegro, #Poland, #Romania, #Serbia, #Slovakia, #Tajikistan, #Turkmenistan, #Ukraine, and #Uzbekistan.

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@mountstorm · Post #336 · 09/02/2022, 05:48 AM

📌FLEX APPLICATION IS NOW OPEN!🇺🇿🇺🇸 📌Did you know that the FLEX Program accepts applications from secondary school students in *22 countries* in Europe and Eurasia? Since 1993, more than 29,000 students have experienced life in the United States with the #FLEXProgram, living with a U.S. host family, and attending a U.S. high school. Applications for FLEX 2023-24 are due on October 13! Learn more about applying at: discoverflex.org/apply 📌The Future Leaders Exchange (FLEX) Program FLEX is a highly competitive, merit-based scholarship program funded by the U.S. Department of State that operates in #Armenia, #Azerbaijan, the #CzechRepublic, #Estonia, #Georgia, #Greece, #Hungary, #Kazakhstan, #Kyrgyzstan, #Latvia, #Lithuania, #Moldova, #Mongolia, #Montenegro, #Poland, #Romania, #Serbia, #Slovakia, #Tajikistan, #Turkmenistan, #Ukraine, and #Uzbekistan.