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[New feature] Fine-tune Medusa heads during SFT #36

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ctlllll opened this issue Sep 18, 2023 · 4 comments
Closed
Tracked by #3

[New feature] Fine-tune Medusa heads during SFT #36

ctlllll opened this issue Sep 18, 2023 · 4 comments
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enhancement New feature or request

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@ctlllll
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ctlllll commented Sep 18, 2023

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@ctlllll ctlllll mentioned this issue Sep 18, 2023
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@ctlllll ctlllll self-assigned this Sep 18, 2023
@ctlllll ctlllll added the enhancement New feature or request label Sep 18, 2023
@ctlllll ctlllll changed the title Fine-tune Medusa heads together with LM head from scratch [New feature] Fine-tune Medusa heads together with LM head from scratch Sep 18, 2023
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santhosh97 commented Sep 19, 2023 •
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What does this exactly mean? Does this mean training all the parameters including the original model (unfreezing the original model) parameters + medusa heads from scratch?

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ctlllll commented Sep 19, 2023

What does this exactly mean? Does this mean training all the parameters including the original model (unfreezing the original model) parameters + medusa heads from scratch?

Ah yes. I'll make it clearer, thanks!

@ctlllll ctlllll changed the title [New feature] Fine-tune Medusa heads together with LM head from scratch [New feature] Fine-tune Medusa heads during SFT Sep 19, 2023
@ctlllll ctlllll mentioned this issue Sep 21, 2023
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ctlllll commented Oct 9, 2023 •
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Track:
I added initial support for Medusa to the popular fine-tuning codebase.
See commit: https://github.com/ctlllll/axolotl

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ctlllll commented Jan 24, 2024

Added in v1.0.

@ctlllll ctlllll closed this as completed Jan 24, 2024
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