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Mira Murati更新于 10月21日 22:46

Thinking Machines 研究 LoRA 何时匹敌全量微调

Today on Connectionism: establishing the conditions under which LoRA matches full fine-tuning performance, with new experimental results and a grounding in info

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今日 Connectionism:确立 LoRA 在何种条件下能达到与全量微调相当的性能,附新实验结果并以信息论为基础

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Thinking Machines

@thinkymachines

LoRA makes fine-tuning more accessible, but it's unclear how it compares to full fine-tuning. We find that the performance often matches closely---more often than you might expect. In our latest Connectionism post, we share our experimental results and recommendations for LoRA. https://t.co/fYV4FPi71m

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Today on Connectionism: establishing the conditions under which LoRA matches full fine-tuning performance, with new experimental results and a grounding in information theory

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Mira Murati