Add converter method for ip adapters #6150
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can we maybe keep this function on the same file? |
yiyixuxu
reviewed
Dec 15, 2023
src/diffusers/loaders/unet.py
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| @@ -664,6 +664,44 @@ def delete_adapters(self, adapter_names: Union[List[str], str]): | |||
| if hasattr(self, "peft_config"): | |||
| self.peft_config.pop(adapter_name, None) | |||
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| def _convert_ip_adapter_to_diffusers(self, state_dict): | |||
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Suggested change
| def _convert_ip_adapter_to_diffusers(self, state_dict): | |
| def _convert_ip_adapter_image_proj_to_diffusers(self, state_dict): |
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I wonder if we should move this method to https://github.com/huggingface/diffusers/blob/main/src/diffusers/loaders/ip_adapter.py. This way the UNet loader stays cleaner.
src/diffusers/loaders/unet.py
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| else: | ||
| new_sd[k] = v | ||
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| new_sd = self._convert_ip_adapter_to_diffusers(image_proj_state_dict) |
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can we have this function return the image_projection module instead?
sayakpaul
reviewed
Dec 16, 2023
src/diffusers/loaders/unet.py
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| new_sd = self._convert_ip_adapter_to_diffusers(image_proj_state_dict) | ||
| image_projection.load_state_dict(new_sd) |
sayakpaul
reviewed
Dec 16, 2023
src/diffusers/loaders/unet.py
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| ) | ||
| image_projection.load_state_dict(image_proj_state_dict) | ||
| del image_proj_state_dict | ||
| new_sd = self._convert_ip_adapter_to_diffusers(image_proj_state_dict) |
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Suggested change
| new_sd = self._convert_ip_adapter_to_diffusers(image_proj_state_dict) | |
| new_sd = self._convert_ip_adapter_image_proj_to_diffusers(image_proj_state_dict) |
sayakpaul
reviewed
Dec 16, 2023
src/diffusers/loaders/unet.py
Outdated
| ) | ||
| image_projection.load_state_dict(image_proj_state_dict) | ||
| del image_proj_state_dict | ||
| new_sd = self._convert_ip_adapter_to_diffusers(image_proj_state_dict) |
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Suggested change
| new_sd = self._convert_ip_adapter_to_diffusers(image_proj_state_dict) | |
| new_sd = self._convert_ip_adapter_image_proj_to_diffusers(image_proj_state_dict) |
patrickvonplaten
approved these changes
Dec 18, 2023
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@yiyixuxu @sayakpaul @patrickvonplaten thank you for your time and digging into the code :) |
yoonseokjin
pushed a commit
to yoonseokjin/diffusers
that referenced
this pull request
Dec 25, 2023
* Add converter method for ip adapters * Move converter method * Update to image proj converter --------- Co-authored-by: Sayak Paul <[email protected]>
donhardman
pushed a commit
to donhardman/diffusers
that referenced
this pull request
Dec 29, 2023
* Add converter method for ip adapters * Move converter method * Update to image proj converter --------- Co-authored-by: Sayak Paul <[email protected]>
AmericanPresidentJimmyCarter
pushed a commit
to AmericanPresidentJimmyCarter/diffusers
that referenced
this pull request
Apr 26, 2024
* Add converter method for ip adapters * Move converter method * Update to image proj converter --------- Co-authored-by: Sayak Paul <[email protected]>
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What does this PR do?
Fixes 5915 (comment)
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