#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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#Eid celebrations are underway across #Ethiopia, with communities marking the occasion through prayers, gatherings, and acts of charity.
In #Addis_Abeba, thousands gathered at the city’s stadium and open prayer grounds early this morning, reflecting the city’s vibrant spirit of togetherness. Here are some pictures showing how Eid was celebrated in the capital. (Pic: FANA, ETV)
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