#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
In Spain, Good Friday is part of Semana Santa (Holy Week). Cities hold large religious processions.
Groups called brotherhoods organize these events. People wear long robes and pointed hoods. They walk slowly as an act of penance.
Huge floats called “pasos” show scenes from the crucifixion of Jesus. These can weigh over a ton and are carried by teams underneath.
Some cities have music with drums and bands. Others stay completely silent. People also sing emotional songs from balconies.
In Seville, processions can last all night. In Málaga, there is a tradition of pardoning a prisoner. In Valladolid, old sculptures from the 16th and 17th centuries are used.
Traditional foods include torrijas and buñuelos.
🇪🇸🕯️🎭🥁
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#GoodFriday#SemanaSanta#Spain#Traditions#History#Culture