#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
🌎 On the island of Märket in the Baltic Sea, the Finland-Sweden border cuts through a tiny lighthouse. The border was shifted in 1985 so both nations could share the landmark, creating a zigzag international line only 500 meters long. ✨
#borders⚡#geography⚡#lighthouse
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🌎 The Flannan Isles Lighthouse mystery remains unsolved: in December 1900, three lighthouse keepers disappeared from a remote Scottish island. No bodies or clues to their fate were found, and weather records suggest a sudden storm struck the area. The lighthouse was left locked, with meals untouched and logs stopping abruptly on December 15. ✨
#mystery⚡#lighthouse⚡#Scotland
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