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Source channel @githubtrending · Post #15432 · Jan 23

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#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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Self Improvement

@selfdeprules · Post #724 · 08/07/2023, 06:35 AM

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#affirmation 🔹Kimdir 22 yoshida o'qishni tugatadi va 5 yilgacha yaxshi ish topolmaydi. 🔹Kimdir 25 yoshida direktor bo'ladi va 50 yoshida bu dunyoni tark etadi. 🔹Kimdir 50 yoshida direktor bo'ladi va 90 yoshgacha umr kechiradi. 🔹Kimdir hozir yolg'iz, kimdir nevaralari bilan o'tiribdi. 🔹Obama 55 yoshida tark etdi, Tramp 70 yoshida keldi. Shunday ekan, hech narsaga shoshilmang, hech kimga hasad qilmang, hamma o'zini yo'lini bosib o'tadi, hamma narsani o'zini vaqti bor. Dam oling va berilgan umringizni mazza qilib yashang! Boshqalagayam tarqatamiz😉 @selfdeprules

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