#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
🌊 Bali authorities warn of high tides
🌤 Bali's Meteorology, Climate and Geophysics Agency is warning of extreme weather conditions for several days. In particular, of extremely high tides on the southern coast of the island.
❌ The population and tourists are advised to temporarily refrain from bathing on the beach of Kuta.
@BaliNews
#weather#tides#Kuta
🌎 In Australia’s Kimberley region, the Horizontal Falls are created when huge tidal currents force seawater through narrow rock gorges, producing powerful, temporary waterfalls that appear to flow sideways. Tides here can rise over 10 meters, creating one of the world’s most unusual tidal phenomena. ✨
#tides⚡#waterfalls⚡#Australia
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🌍 Earth’s tides are driven mostly by the Moon’s gravity, causing oceans to rise and fall all over the globe. These constant movements help mix ocean waters and shape coastal ecosystems. ✨
#tides⚡#ocean⚡#cycles⚡#geography⚡#nature⚡#earth
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🌍 The Wadden Sea along Europe’s North Sea coast is the world’s largest tidal mudflat system. Twice daily, the sea retreats for kilometers, revealing vast sandbanks and rich habitats for millions of migratory birds. ✨
#coastline⚡#tides⚡#wildlife⚡#geography⚡#nature⚡#earth
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🌍 The Bay of Fundy in eastern Canada experiences the highest tidal range on Earth—up to 16 meters between high and low tide. These extreme tides carve dramatic coastal cliffs and ever-changing mudflats. ✨
#tides⚡#coast⚡#landscape⚡#geography⚡#nature⚡#earth
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