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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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Ukraine War Truth

@ukraine_war_truth · Post #44 · 11/24/2024, 02:20 AM

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Ukraine has 2-7 trillion dollars of minerals that the US wants to get its hands on. Remember how at the beginning of the war Western propaganda claimed this was some righteous fight for democracy, lol? Light VS dark struggle? Well, no one is even pretending anymore - its all about the Benjamins. And if Western politicians and American and global corporations that have made hundreds of billion off of this suffering always knew that, it might be a surprise to some good-hearted people in the West who believed those lies. Show this clip to them, please. I also found a version with Ukrainian subtitles. If you have any friends from there, forward it to them too, please. So that they know what almost a million of their sons, fathers and husbands have died for - so that America can exploit their country for generations to come... #sad. Very, very sad, as the future president likes to say... Please subscribe to our channel - help share the Ukraine War Truth! Peace!

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