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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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Офис Почётного консула ЮАР в Екатеринбурге // Office of Honorary Consul of South Africa in Yekaterinburg

@sarconsulurals · Post #2669 · 10/10/2025, 07:17 AM

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🎉Today marks 200 years since the birth of Paul Kruger! 🗓 Born on October 10, 1825, Stephanus Johannes Paulus Kruger (also known as Paul Kruger) served as the President of the South African Republic from 1883 to 1900. He was affectionately called “Oom Paul” (Uncle Paul). 🇿🇦 Today, Paul Kruger is viewed in South Africa with a nuanced perspective. On one hand, he is recognized as a symbol of the Boer struggle for independence. On the other hand, his conservative views and support for racial segregation make his legacy a subject of debate in modern society. So, he is seen primarily in a historical context — as part of South Africa’s complex heritage. 🐘 One of the world’s most famous wildlife reserves — Kruger National Park — was named in his honor. 💬 His words still inspire us today: "Search in your past for what is good and beautiful. Build your future from there." #History#SouthAfrica#PaulKruger#200Years#Birthday#Legacy#OomPaul#KrugerNationalPark

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