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Unverified Commit 9d79991d authored by Sayak Paul's avatar Sayak Paul Committed by GitHub
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[Docs] fix: video rendering on svd. (#6330) 

fix: video rendering on svd.
parent 7d865ac9
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Showing with 8 additions and 5 deletions
docs/source/en/using-diffusers/svd.md
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...@@ -44,7 +44,7 @@ pipe = StableVideoDiffusionPipeline.from_pretrained( ...@@ -44,7 +44,7 @@ pipe = StableVideoDiffusionPipeline.from_pretrained(
pipe.enable_model_cpu_offload() pipe.enable_model_cpu_offload()
# Load the conditioning image # Load the conditioning image
image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png?download=true") image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png")
image = image.resize((1024, 576)) image = image.resize((1024, 576))
generator = torch.manual_seed(42) generator = torch.manual_seed(42)
...@@ -58,6 +58,11 @@ export_to_video(frames, "generated.mp4", fps=7) ...@@ -58,6 +58,11 @@ export_to_video(frames, "generated.mp4", fps=7)
<source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated.mp4" type="video/mp4" /> <source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated.mp4" type="video/mp4" />
</video> </video>
| **Source Image** | **Video** |
|:------------:|:-----:|
| ![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png) | ![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/output_rocket.gif) |
<Tip> <Tip>
Since generating videos is more memory intensive we can use the `decode_chunk_size` argument to control how many frames are decoded at once. This will reduce the memory usage. It's recommended to tweak this value based on your GPU memory. Since generating videos is more memory intensive we can use the `decode_chunk_size` argument to control how many frames are decoded at once. This will reduce the memory usage. It's recommended to tweak this value based on your GPU memory.
Setting `decode_chunk_size=1` will decode one frame at a time and will use the least amount of memory but the video might have some flickering. Setting `decode_chunk_size=1` will decode one frame at a time and will use the least amount of memory but the video might have some flickering.
...@@ -120,7 +125,7 @@ pipe = StableVideoDiffusionPipeline.from_pretrained( ...@@ -120,7 +125,7 @@ pipe = StableVideoDiffusionPipeline.from_pretrained(
pipe.enable_model_cpu_offload() pipe.enable_model_cpu_offload()
# Load the conditioning image # Load the conditioning image
image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png?download=true") image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png")
image = image.resize((1024, 576)) image = image.resize((1024, 576))
generator = torch.manual_seed(42) generator = torch.manual_seed(42)
...@@ -128,7 +133,5 @@ frames = pipe(image, decode_chunk_size=8, generator=generator, motion_bucket_id= ...@@ -128,7 +133,5 @@ frames = pipe(image, decode_chunk_size=8, generator=generator, motion_bucket_id=
export_to_video(frames, "generated.mp4", fps=7) export_to_video(frames, "generated.mp4", fps=7)
``` ```
<video width="1024" height="576" controls> ![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/output_rocket_with_conditions.gif)
<source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated_motion.mp4" type="video/mp4">
</video>
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