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fix: "Save as LoRA adapter" option added to prompt selection#254

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alejandroCartas wants to merge 1 commit intop-e-w:masterfrom
alejandroCartas:save_as_adapter
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fix: "Save as LoRA adapter" option added to prompt selection#254
alejandroCartas wants to merge 1 commit intop-e-w:masterfrom
alejandroCartas:save_as_adapter

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@alejandroCartas
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The option of saving only the LoRA adapter was added to the obtain_merge_strategy function. Additionally, the prompt selection now shows even if the settings.quantization is not equal to QuantizationMethod.BNB_4BIT, as this might be a bug.

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Summary of Changes

Hello, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request enhances the model merging workflow by offering users the ability to save only the LoRA adapter, rather than always merging it into the full model. It also refines the prompt display logic within the obtain_merge_strategy function, ensuring that users are consistently presented with choices for how to proceed, regardless of specific quantization configurations.

Highlights

  • LoRA Adapter Saving: Introduced a new option to "Save LoRA adapter" within the obtain_merge_strategy prompt, providing users with more granular control over model handling.
  • Prompt Display Logic: Modified the obtain_merge_strategy function to ensure the merge strategy prompt is always presented to the user, resolving a potential issue where it might have been skipped based on quantization settings.

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Code Review

This pull request modifies the obtain_merge_strategy function in src/heretic/main.py. The changes ensure that the user is always prompted to select a strategy for handling LoRA models, removing the previous conditional auto-merge behavior. Additionally, a new option to 'Save LoRA adapter' has been introduced, providing users with more flexibility. There is no feedback to provide from the code review.

@alejandroCartas alejandroCartas changed the title Save as LoRA adapter option added to prompt selection fix: Save as LoRA adapter option added to prompt selection Mar 26, 2026
@alejandroCartas alejandroCartas changed the title fix: Save as LoRA adapter option added to prompt selection fix: "Save as LoRA adapter" option added to prompt selection Mar 26, 2026
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p-e-w commented Mar 26, 2026

Did you actually test this? It does NOT work when uploading, which is exactly why it has been disabled. See #152.

While I'm aware that it appears to work when exporting locally, as discussed in #152, I will not re-enable this option without understanding why it fails on upload, because there might be situations where the same failure mode happens for local export.

If you can actually find the problem it would be great, but unfortunately, re-enabling a menu is not enough.

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