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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 #489 · 12/02/2025, 12:31 PM

🌍 The line of longitude at 180°, known as the antimeridian, is mostly ocean but zigzags to avoid splitting island nations. This creates the International Date Line’s famous bends and detours. ✨ #coordinates⚡#longitude⚡#dateline⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #109 · 08/24/2025, 04:12 PM

🌍 The 180th meridian, a line of longitude, is opposite the Prime Meridian and mostly runs through the Pacific Ocean. It’s where calendar days officially change, creating the famous International Date Line. ✨ #coordinates⚡#longitude⚡#dateline⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #260 · 09/18/2025, 04:12 PM

🌍 Samoa’s 2011 time zone shift moved it west of the International Date Line, so travelers flying there from the U.S. now skip a day entirely, making for a calendar jump like nowhere else. ✨ #timezone⚡#dateline⚡#pacific⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #32 · 08/10/2025, 04:12 PM

🌍 The tiny country of Kiribati stretches across both sides of the International Date Line, so it can be two different calendar days at once in this island nation. ✨ #Kiribati⚡#DateLine⚡#Pacific⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

Amazing Geography 🌍

@amazingeo · Post #92 · 08/22/2025, 12:12 AM

🌍 Samoa famously skipped December 30, 2011, to switch from the eastern to the western side of the International Date Line. This move aligned its calendar with Australia and New Zealand. ✨ #Samoa⚡#dateline⚡#calendar⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍