r/MachineLearning · · 1 min read

EMA on LoRA ? [R]

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Hi guys

Does anyone know of papers where EMA on LoRA adapters has been used successfully?

Im interested in cases where the EMA adapter acts as a self-teacher generating soft labels for the trainable adapter.

On-policy self-distillation [1] uses ema for the teacher. However, they seem to fully fine-tune. Any empirical results showing the idea is working on lora/ left models?

[1] https://arxiv.org/abs/2601.19897

submitted by /u/South-Conference-395
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