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[WIP] LEdits++ refactoring #7318

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[WIP] LEdits++ refactoring #7318

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87e24cb
template commit for LEdits++ refactoring
manuelbrack Mar 14, 2024
619fd68
Merge branch 'main' into ledits_pp
manuelbrack Mar 14, 2024
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2 changes: 2 additions & 0 deletions src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py
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Original file line number Diff line number Diff line change
Expand Up @@ -844,6 +844,7 @@ def __call__(

org_prompt = ""

# TODO: Check LEdits++ inputs + verify that invert has been run properly
# 1. Check inputs. Raise error if not correct
self.check_inputs(
negative_prompt,
Expand Down Expand Up @@ -933,6 +934,7 @@ def __call__(

# 7. Denoising loop
num_warmup_steps = 0
# TODO: Refactor out SEGA/LEdits++ functionality
with self.progress_bar(total=len(timesteps)) as progress_bar:
for i, t in enumerate(timesteps):
# expand the latents if we are doing classifier free guidance
Expand Down
3 changes: 2 additions & 1 deletion src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py
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Original file line number Diff line number Diff line change
Expand Up @@ -974,7 +974,7 @@ def __call__(
if user_mask is not None:
user_mask = user_mask.to(self.device)

# TODO: Check inputs
# TODO: Check LEdits++ inputs + verify that invert has been run properly
# 1. Check inputs. Raise error if not correct
# self.check_inputs(
# callback_steps,
Expand Down Expand Up @@ -1115,6 +1115,7 @@ def __call__(
guidance_scale_tensor, embedding_dim=self.unet.config.time_cond_proj_dim
).to(device=device, dtype=latents.dtype)

# TODO: Refactor out SEGA/LEdits++ functionality
self._num_timesteps = len(timesteps)
with self.progress_bar(total=self._num_timesteps) as progress_bar:
for i, t in enumerate(timesteps):
Expand Down