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Is the output the entire model? #139

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licy02 opened this issue Oct 15, 2023 · 3 comments
Open

Is the output the entire model? #139

licy02 opened this issue Oct 15, 2023 · 3 comments

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@licy02
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licy02 commented Oct 15, 2023

We use lora , is the output the whole model

@edwardjhu
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Can you elaborate on what you meant by output?

@licy02
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licy02 commented Oct 29, 2023

I had some issues with my previous statement. What I meant was the model weights after fine-tuning. In previous projects I've worked on, they would only store the LoRA weights after fine-tuning. However, in this project, it stored all weight parameters after fine-tuning, and I would like to inquire whether it was an issue with my fine-tuning or if it was originally intended to be this way.

@zamalali
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Hi @licy02,

In the Lora project, storing all weight parameters post-fine-tuning is intentional and differs from some previous projects. This is to provide the complete model state for flexibility and use-case coverage.
Hope this helps!

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