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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 #672 · 03/25/2026, 08:31 PM

🌍 The world’s biggest human migration still happens every year in China, as hundreds of millions travel during Lunar New Year— the largest annual movement of people on Earth. ✨ #migration⚡#population⚡#movement⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #592 · 01/25/2026, 12:31 PM

🌍 In 2022, the number of international migrants reached an estimated 281 million—more than triple the figure from 1970—making up 3.6% of the world’s total population today. ✨ #migration⚡#demographics⚡#movement⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #175 · 09/04/2025, 04:12 PM

🌍 Since the 1990s, the number of people living outside their birthplace has more than doubled, with most international migration now happening between countries in Asia and Europe. ✨ #migration⚡#demography⚡#movement⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #88 · 08/21/2025, 09:12 AM

🌍 Tokyo’s Shibuya Crossing is one of the busiest pedestrian intersections in the world, where as many as 3,000 people can cross with every green light, illustrating dense urban flow. ✨ #city⚡#infrastructure⚡#movement⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

Crypto Media

@crypto_medias · Post #1548 · 03/10/2025, 09:01 AM

🚀 Top Crypto Events This Week (March 10-17) 🔹 March 10 – AMA: #Movement x Bitget (12 PM UTC) 🔹 March 11 – Zen 5.0.6 Upgrade (#Horizen) 🆕 🔹 March 12 – 11.31M Token Unlock (#Aptos) 💰 🔹 March 14 – RavenQuest Global Release (#Immutable) 🎮 🔹 March 16 – 92.65M Token Unlock (#Arbitrum) ⚡ Big moves ahead – Stay sharp! 🚀