#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
Withering soul
Little by little she dies everyday
Demons everywhere she's losing her sight
Pain has reached her bones
Breathing freely is a luxury now
she resists but she knows she is a withering soul
she is screaming but can anyone hear her?
The world's gone deaf
All eyes are shut, no one sees what's right in front of them
She is not the only one
She won't be the last one
Time is a flat circle, Nietzsche said
Once upon a time humans came into this world, cursed to repeat their doings time and time and time again
Fading souls don't await the eternal rest
There is no rest, there is no end to their agony
Trapped they are, born prisoners
Freedom was never a dream only an illusion
#review
#modern#poetry
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