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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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TONlines – News

@tonlines · Post #7630 · 11/27/2025, 01:06 PM

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Exciting Update from Hamster Kombat Announcement #Gamedev#Heroes Hamster Kombat Announcement informs followers about the upcoming Season 2 reward drop. It encourages participants to maximize their efforts in Gamedev Heroes. Source: link @tonlines

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