#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
🌎 The Lut Desert in Iran is one of Earth's most extreme climate zones, recording the hottest surface temperature ever measured—80.8°C in 2005 by satellite. Known as Dasht-e Lut, this salt desert has almost no vegetation or permanent water sources. ✨
#climate⚡#desert⚡#temperature
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🌍 The Lut Desert in Iran holds the record for Earth’s hottest land temperature ever measured from space—an astonishing 80.8°C, far exceeding typical desert heat. ✨
#deserts⚡#temperature⚡#extremes⚡#geography⚡#nature⚡#earth
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🌍 The world’s largest continental climate zone covers central Eurasia, where summers can reach above 40°C and winters drop below –40°C—a giant temperature swing found nowhere else on Earth. ✨
#climatezones⚡#temperature⚡#Eurasia⚡#geography⚡#nature⚡#earth
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🌍 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
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🪐 Uranus stands out as the coldest giant planet in the solar system, with atmospheric temperatures dipping as low as minus 224 degrees Celsius—colder than even Neptune, despite being closer to the Sun. This frigid world is also tipped on its side, with its axis tilted by about 98 degrees, so its poles almost point directly at the Sun during parts of its long, 84-year orbit. ✨
#Uranus⚡#giantplanets⚡#temperature⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space
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The temperature -40 °C is the same as -40 °F. This is the only temperature where Celsius and Fahrenheit match exactly. 🌡️❄️
@googlefactss
#Temperature#Celsius#Fahrenheit#Science#Facts