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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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Interesting Planet 🌍

@interesting_planet_facts · Post #829 · 09/28/2025, 08:11 PM

🌎 Southern China’s Stone Forest, or Shilin, is a dramatic landscape of towering limestone pillars shaped by both natural erosion and centuries of quarrying. Human mining over the last thousand years has altered parts of this ancient karst region, creating new rock formations and open spaces alongside original spires. ✨ #geology⚡#humanimpact⚡#landscapes 👉subscribe Interesting Planet 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #16 · 08/10/2025, 03:12 AM

🌍 Cities often create "urban heat islands," where temperatures are higher than surrounding areas due to concrete, asphalt, and less greenery. This effect can raise cities’ temperatures by several degrees. ✨ #urbanization⚡#temperature⚡#humanimpact⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

Interesting Planet 🌍

@interesting_planet_facts · Post #799 · 09/22/2025, 08:11 PM

🌎 One of Earth's largest artificial lakes, Lake Volta in Ghana, was created in the 1960s by damming the Volta River. Spanning about 8,500 square kilometers, it supports fisheries and transportation but submerged forests and displaced over 78,000 people during its construction. ✨ #humanimpact⚡#reservoirs⚡#Africa 👉subscribe Interesting Planet 👉more channels Channel list ​

Interesting Planet 🌍

@interesting_planet_facts · Post #930 · 10/18/2025, 06:11 PM

🌎 The Florida Everglades, once a vast slow-moving river system, has been dramatically altered by canals, levees, and drainage for agriculture and cities. Over 50% of the original wetlands have been lost since the early 20th century, reducing habitat for species like the Florida panther and snail kite. ✨ #Everglades⚡#wetlands⚡#humanimpact 👉subscribe Interesting Planet 👉more Channels ​