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flux controlnet inpaint config bug #1

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merged 1 commit into from
Dec 16, 2024
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flux controlnet inpaint config bug #1

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12 changes: 7 additions & 5 deletions src/diffusers/pipelines/flux/pipeline_flux_controlnet_inpainting.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1095,11 +1095,13 @@ def __call__(
timestep = t.expand(latents.shape[0]).to(latents.dtype)

# predict the noise residual
if self.controlnet.config.guidance_embeds:
guidance = torch.full([1], guidance_scale, device=device, dtype=torch.float32)
guidance = guidance.expand(latents.shape[0])
else:
guidance = None
if isinstance(self.controlnet, FluxMultiControlNetModel):
use_guidance = self.controlnet.nets[0].config.guidance_embeds
guidance = torch.tensor([guidance_scale], device=device) if use_guidance else None
else :
use_guidance = self.controlnet.config.guidance_embeds
guidance = torch.full([1], guidance_scale, device=device, dtype=torch.float32) if use_guidance else None
guidance = guidance.expand(latents.shape[0]) if use_guidance else None

if isinstance(controlnet_keep[i], list):
cond_scale = [c * s for c, s in zip(controlnet_conditioning_scale, controlnet_keep[i])]
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