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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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BadVolf

@BadvolfNews · Post #102 · 05/29/2022, 09:49 PM

⚡The American majority is deeply shocked by the tragedy that occurred in Uvalde. It is impossible to even imagine the horror that the children and their parents experienced. If we have $40 billion to give to Ukraine, why then we can't afford a likewise amount for schools' security? Crazy Brandon cares more about his money laundering schemes rather than Americans kids. They wonder why police aren't respected anymore. It's because when they're not kneeling for BLM, they're driving around in rainbow flag cars. Uvalde police simply refused to protect their own citizens. Instead parents trying to save children were handcuffed by the same police that were supposed to be saving the kids. What man would not be willing to sacrifice his life to protect such precious lives? Such cowardice is completely devoid of comprehension. You need to know these names. Share this list with journalists or congressmen you trust. Let them ask the questions. #Uvalde#police#shooting Share and subscribe @american_majority