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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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Amazing Geography 🌍

@amazingeo · Post #195 · 09/07/2025, 08:12 PM

🌍 The largest tectonic plate, the Pacific Plate, moves up to 10 centimeters per year—faster than human fingernails grow. Its motion triggers earthquakes and reshapes entire coastlines. ✨ #plate⚡#tectonics⚡#earthquakes⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #314 · 09/30/2025, 12:31 PM

🌍 The Himalayas are growing taller each year because the Indian plate keeps pushing into the Eurasian plate. This slow collision also makes the region one of the world’s most earthquake-prone. ✨ #plate⚡#tectonics⚡#earthquakes⚡#mountains⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #467 · 11/21/2025, 12:31 PM

🌍 Every year, thousands of tiny earthquakes ripple along Earth's mid-ocean ridges as tectonic plates slowly spread apart. These hidden quakes help shape much of the seafloor without being felt on land. ✨ #plate-tectonics ⚡#seafloor⚡#earthquakes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #39 · 08/13/2025, 12:12 AM

🌍 Earth's crust is in constant motion due to convection currents—slow, swirling movement of hot rock deep below the surface. This drives plate movement, causing earthquakes and forming new land. ✨ #processes⚡#plate⚡#tectonics⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍