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What is the best learning rate you have found? for lora and dreambooth ty #15

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FurkanGozukara opened this issue Mar 2, 2023 · 0 comments

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@FurkanGozukara
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Update: seems to work for my local enwik8 autoregressive language modeling

Update 2: [experiments](https://api.wandb.ai/links/lucidrains/d4v6c8sl), seems much worse than Adam if learning rate held constant

Update 3: Dividing the learning rate by 3, seeing better early results than Adam. Maybe Adam has been dethroned, after nearly a decade.

Update 4: using the 10x smaller learning rate rule of thumb from the paper resulted in the worst run. so I guess it still takes a bit of tuning


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