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Fix SVD doc (huggingface#5983)
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patil-suraj authored Nov 29, 2023
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Showing 1 changed file with 7 additions and 5 deletions.
12 changes: 7 additions & 5 deletions docs/source/en/using-diffusers/svd.md
Original file line number Diff line number Diff line change
Expand Up @@ -54,7 +54,7 @@ export_to_video(frames, "generated.mp4", fps=7)
```

<video width="1024" height="576" controls>
<source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated.mp4?download=true" type="video/mp4">
<source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated.mp4" type="video/mp4">
</video>

<Tip>
Expand Down Expand Up @@ -82,8 +82,9 @@ Video generation is very memory intensive as we have to essentially generate `nu
- enable feed-forward chunking: The feed-forward layer runs in a loop instead of running with a single huge feed-forward batch size
- reduce `decode_chunk_size`: This means that the VAE decodes frames in chunks instead of decoding them all together. **Note**: In addition to leading to a small slowdown, this method also slightly leads to video quality deterioration

You can enable them as follows:
```diff
You can enable them as follows:

```diff
-pipe.enable_model_cpu_offload()
-frames = pipe(image, decode_chunk_size=8, generator=generator).frames[0]
+pipe.enable_model_cpu_offload()
Expand All @@ -105,14 +106,15 @@ It accepts the following arguments:

Here is an example of using micro-conditioning to generate a video with more motion.


```python
import torch

from diffusers import StableVideoDiffusionPipeline
from diffusers.utils import load_image, export_to_video

pipe = StableVideoDiffusionPipeline.from_pretrained(
"stabilityai/stable-video-diffusion-img2vid-xt", torch_dtype=torch.float16, variant="fp16"
"stabilityai/stable-video-diffusion-img2vid-xt", torch_dtype=torch.float16, variant="fp16"
)
pipe.enable_model_cpu_offload()

Expand All @@ -126,6 +128,6 @@ export_to_video(frames, "generated.mp4", fps=7)
```

<video width="1024" height="576" controls>
<source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated_motion.mp4?download=true" type="video/mp4">
<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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