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Unverified Commit 051c8a1c authored by Friedrich Schöller's avatar Friedrich Schöller Committed by GitHub
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Fix Stable Diffusion 3.x pooled prompt embedding with multiple images (#12306)

parent d54622c2
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Showing with 7 additions and 7 deletions
src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet.py
View file @ 051c8a1c
...@@ -355,7 +355,7 @@ class StableDiffusion3ControlNetPipeline( ...@@ -355,7 +355,7 @@ class StableDiffusion3ControlNetPipeline(
prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1)
prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt, 1) pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt)
pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1) pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1)
return prompt_embeds, pooled_prompt_embeds return prompt_embeds, pooled_prompt_embeds
......
src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py
View file @ 051c8a1c
...@@ -373,7 +373,7 @@ class StableDiffusion3ControlNetInpaintingPipeline( ...@@ -373,7 +373,7 @@ class StableDiffusion3ControlNetInpaintingPipeline(
prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1)
prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt, 1) pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt)
pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1) pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1)
return prompt_embeds, pooled_prompt_embeds return prompt_embeds, pooled_prompt_embeds
......
src/diffusers/pipelines/pag/pipeline_pag_sd_3.py
View file @ 051c8a1c
...@@ -326,7 +326,7 @@ class StableDiffusion3PAGPipeline(DiffusionPipeline, SD3LoraLoaderMixin, FromSin ...@@ -326,7 +326,7 @@ class StableDiffusion3PAGPipeline(DiffusionPipeline, SD3LoraLoaderMixin, FromSin
prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1)
prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt, 1) pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt)
pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1) pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1)
return prompt_embeds, pooled_prompt_embeds return prompt_embeds, pooled_prompt_embeds
......
src/diffusers/pipelines/pag/pipeline_pag_sd_3_img2img.py
View file @ 051c8a1c
...@@ -342,7 +342,7 @@ class StableDiffusion3PAGImg2ImgPipeline(DiffusionPipeline, SD3LoraLoaderMixin, ...@@ -342,7 +342,7 @@ class StableDiffusion3PAGImg2ImgPipeline(DiffusionPipeline, SD3LoraLoaderMixin,
prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1)
prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt, 1) pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt)
pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1) pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1)
return prompt_embeds, pooled_prompt_embeds return prompt_embeds, pooled_prompt_embeds
......
src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3.py
View file @ 051c8a1c
...@@ -336,7 +336,7 @@ class StableDiffusion3Pipeline(DiffusionPipeline, SD3LoraLoaderMixin, FromSingle ...@@ -336,7 +336,7 @@ class StableDiffusion3Pipeline(DiffusionPipeline, SD3LoraLoaderMixin, FromSingle
prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1)
prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt, 1) pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt)
pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1) pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1)
return prompt_embeds, pooled_prompt_embeds return prompt_embeds, pooled_prompt_embeds
......
src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py
View file @ 051c8a1c
...@@ -361,7 +361,7 @@ class StableDiffusion3Img2ImgPipeline(DiffusionPipeline, SD3LoraLoaderMixin, Fro ...@@ -361,7 +361,7 @@ class StableDiffusion3Img2ImgPipeline(DiffusionPipeline, SD3LoraLoaderMixin, Fro
prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1)
prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt, 1) pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt)
pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1) pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1)
return prompt_embeds, pooled_prompt_embeds return prompt_embeds, pooled_prompt_embeds
......
src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_inpaint.py
View file @ 051c8a1c
...@@ -367,7 +367,7 @@ class StableDiffusion3InpaintPipeline(DiffusionPipeline, SD3LoraLoaderMixin, Fro ...@@ -367,7 +367,7 @@ class StableDiffusion3InpaintPipeline(DiffusionPipeline, SD3LoraLoaderMixin, Fro
prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1)
prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) prompt_embeds = prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt, 1) pooled_prompt_embeds = pooled_prompt_embeds.repeat(1, num_images_per_prompt)
pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1) pooled_prompt_embeds = pooled_prompt_embeds.view(batch_size * num_images_per_prompt, -1)
return prompt_embeds, pooled_prompt_embeds return prompt_embeds, pooled_prompt_embeds
......
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