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FineTuning from Argosmodel #12

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johnpaulbin opened this issue Nov 21, 2021 · 3 comments
Closed

FineTuning from Argosmodel #12

johnpaulbin opened this issue Nov 21, 2021 · 3 comments

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@johnpaulbin
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johnpaulbin commented Nov 21, 2021 •
edited

How can I finetune an existing argosmodel?
@PJ-Finlay
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The current Argos Translate models are converted for CTranslate2 so not straightforward, but I'm hoping to save and distribute checkpoints in the future. The underlying model is an OpenNMT model that can be trained in a day on a normal GPU to train one from scratch.

@johnpaulbin
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interesting, unfortunately I will have to train a new spanish model entirely and save the lastest checkpoint. Thanks for this info, though! (why not just save the latest checkpoint inside the argosmodel archive? or would that take up too much space?)

@PJ-Finlay
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PJ-Finlay commented Nov 23, 2021 •
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I want to save the checkpoints in the future, just an oversight when I was training them.

@mayeulk mayeulk mentioned this issue Nov 4, 2023
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@PJ-Finlay @johnpaulbin