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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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#jupyter_notebook #chinese_llm #chinese_nlp #finetune #generative_ai #instruct_gpt #instruction_set #llama #llm #lora #open_models #open_source #open_source_models #qlora

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EnergoMenejer

@energomenejer · Post #1403 · 02/03/2026, 04:02 PM

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Bugun UNDP ko‘magida tashkil etilgan tadbir doirasidagi uchrashuvlar va muhokamalar yuqori saviyada, juda samarali va amaliy ruhda o‘tmoqda. Energiya tejamkorligi, ESCO mexanizmlari va ularni moliyalashtirish bo‘yicha olib borilayotgan muloqotlar davlat va xususiy sektor o‘rtasidagi real hamkorlikni kuchaytirib, yangi investitsion va texnologik imkoniyatlarni ochib bermoqda. SKB.uz sifatida biz bunday xalqaro platformalarda faol ishtirok etib, ilg‘or tajribalarni chuqur o‘rganish, ularni mahalliy sharoitga moslashtirish va yirik, barqaror energiya samaradorligi loyihalarini amalga oshirishni o‘z oldimizga strategik maqsad qilib qo‘yganmiz. 🇬🇧 The meetings and discussions held today within the framework of the event organized with the support of UNDP are taking place at a very high professional level and are strongly practice-oriented. #EnergyEfficiency#ESCO#UNDP#SKB#Leadership#GreenFinance#SustainableDevelopment#InternationalCooperation@energomenejer

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#energyefficiency #esco #undp #skb #leadership #greenfinance #sustainabledevelopment #internationalcooperation