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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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Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #746 · 10/15/2022, 07:50 PM

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B U B B L E H O U S E / Cheng Dong. A coherent city / Sangu Design The Human Condition by Hannah Arendt says that world is like a table that brings people together and separates people from each other. People yearn to see each other in the city; they call for a new connection which is beyond age, experience, boundaries, it also can transcend personal loneliness and urban barriers. . When the architect design and construct from the perspective of the user, they therefore are willing to respect the vitality of the building and rationally make use of the existing rules and conditions to practice the possibility of the local urban lifestyle. #facade#elevation#interior#urbanplan#geometricarchitecture#glassfacade#interiordesign#composition#modulararchitecture#building#arch_shovel

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