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Source channel @githubtrending · Post #15432 · Jan 23

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#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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Teach For Uzbekistan | Official

@teachforuzbekistan · Post #308 · 11/12/2025, 01:31 PM

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😎 Qashqadaryo viloyati Ko‘kdala tumanidagi 4-maktab o‘quvchilari o‘zlarining sevimli Tabiiy fan o‘qituvchisi — Zuxriddin Maxramov haqida iliq fikrlarini bildirishdi. 💬 Ustozlariga bo‘lgan hurmat va minnatdorchilik so‘zlari ularning ko‘zidagi samimiyat va faxrda yaqqol seziladi. 🟡🟡🟡 😎 Students of School No. 4 in Kukdala district, Kashkadarya region, shared their heartfelt thoughts about their beloved Natural Science teacher — Zukhriddin Makhramov. 💬 Words of respect and gratitude toward their teacher could be clearly felt in their sincere smiles and eyes full of pride. #TeachForUzbekistan#Qashqadaryo#FellowStory#Oqituvchi#Ilhom#EducationForAll 📱Instagram🕊Telegram🔹Linkedin📱Facebook📺YouTube🌍Veb sayt

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#teachforuzbekistan#qashqadaryo#fellowstory#oqituvchi#ilhom#educationforall