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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 #230 · 09/13/2025, 04:12 PM

🌍 Nearly 2,000 islands make up Indonesia’s Maluku Islands, sometimes called the “Spice Islands,” where nutmeg, cloves, and mace originated—once so valuable they shaped global trade routes. ✨ #islands⚡#archipelagos⚡#spices⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

🍛Two Iconic South African Curries 🇿🇦 Two of the most famous curries in South African cuisine represent the two port cities — Cape Town on the west coast and Durban on the east. ⚓️ Even their names reflect their origins: 🌶Cape Malay Curry Powder refers to Cape Town’s Malay community, 🔥Durban Curry Masala — to Durban’s Indian community. The Cape curry is slightly sweeter and milder, while the Durban curry is hotter and more vibrant thanks to the addition of Kashmiri red chili. 🌶 Source: https://t.me/africamother/800 #SouthAfrica#Food#Cuisine#Cooking#CapeTown#Durban#Spices#Curry