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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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Quiet World 🍁

@QuietWorld · Post #7015 · 12/01/2019, 08:31 AM

🍂 something you dislike happened? you couldn't get something you wish for? you have been disappointed and someone hurt you? you lost someone? you failed at something you hope you're good at? and you feel sad about it? then be so. feel sad. be sad. cry if you must. cry your heart out. let it out. it heals to cry. it heals to allow yourself to feel things; be human. because yes it is difficult to go through those things. & that doesn't mean that you are weak. to feel those feelings are not a sign of weakness at all ; just that we are human, we are born with the ability to feel those emotions. your strength is not determined by your ability to suppress emotions, but by your ability to overcome it; by not letting it controls yourself longer than it should be. there's light at the end of the tunnel if you keep going. #thoughts#notetoself#selfreminder#strength#positivity#sadness#motivation @quietworld🍃