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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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International Geographic

@internationalgeographic · Post #5600 · 04/14/2025, 03:56 AM

📍 Nighttime in Singapore 🇸🇬 View of the Marina Bay Sands hotel 🌆 Singapore is an island nation in Southeast Asia. Founded as a British trading colony in 1819, after gaining independence it became one of the most prosperous countries, with the world's leading trading port. A fascinating fact: Singapore is the world's only island city-state! 🏙️🌴 #travel#wanderlust#cityscape

Amazing Geography 🌍

@amazingeo · Post #104 · 08/23/2025, 08:12 PM

🌍 Hong Kong’s extensive network of elevated walkways—some stretching over 800 meters—lets people travel between major buildings without ever touching the street, maximizing space in the crowded city. ✨ #urban⚡#planning⚡#cityscape⚡#infrastructure⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

🌴Victoria Embankment in Durban is one of the city’s most iconic waterfront areas — both a major transport route and a symbol of urban identity. 🌆 📍 Along the Embankment you’ll find: 🔹 the famous John Ross House with the Roma Revolving Restaurant 🔹 Durban’s city hall and court buildings 🔹 the historic yacht basin 🔹 monuments, greenery, and sweeping views of the bay 🚶‍♀️ It’s a perfect place for walks, photos, and taking in the rhythm of Durban’s harbor life — where colonial history meets modern African energy. 📹 Video #Durban#VictoriaEmbankment#SouthAfrica#Cityscape#Waterfront#History#UrbanAfrica#TravelSouthAfrica#Architecture#JohnRossHouse#ExploreDurban

Discover Tashkent in autumn over the decades. From Petrov’s paintings to Soviet and modern photography, see how Uzbekistan’s capital evolved. https://yep.uz/en/2025/09/tashkent-autumn-20th-21st-century/ #tashkent#autumn#vladimirpetrov#paintings#sovietphotography#20thcentury#21stcentury#cityscape#history#uzbekistan