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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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Teach For Uzbekistan | Official

@teachforuzbekistan · Post #300 · 10/21/2025, 02:07 PM

Qashqadaryodagi fellowlarimiz faoliyatlarining ikkinchi yilini davom ettirar ekan, ular uchun loyihani samarali boshqarish va project management tamoyillarini amaliy o‘rganishga bag‘ishlangan sessiya tashkil etildi. 📆 18–19-oktabr kunlari o‘tkazilgan mazkur sessiyada fellowlar ta’limdagi tashabbuslarni rejalashtirish, resurslarni boshqarish va jamoaviy ishni samarali yo‘lga qo‘yish bo‘yicha tajriba almashishdi. 💡 Sessiya BMT Taraqqiyot dasturi (UNDP) start-up tashabbuslar loyihasi mentori Barnoxon Artikxodjayeva tomonidan olib borildi. 😎Teach For Uzbekistan jamoasi Barnoxon Artikxodjayevaga o‘z tajribasi va qo‘llab-quvvatlovi uchun samimiy minnatdorlik bildiradi! #TeachForUzbekistan#FellowDevelopment#ProjectManagement#Qashqadaryo#EducationForAll 💬💬💬 As our fellows in Kashkadarya continue their second year of activities, a session was organized to strengthen their skills in effective project management and the practical application of project management principles. 📆 Held on October 18–19, the session focused on planning educational initiatives, managing resources, and fostering effective teamwork. 💡 The session was conducted by Barnokhon Artikkhodjaeva, mentor of the UNDP Start-up Initiatives Project. 😎The Teach For Uzbekistan team extends its sincere gratitude to Barnokhon Artikkhodjaeva for her valuable insights and continuous support! #TeachForUzbekistan#FellowDevelopment#ProjectManagement#Kashkadarya#EducationForAll 📱Instagram🕊Telegram🔹Linkedin📱Facebook📺YouTube🌍Veb sayt