Bump diffusers from 0.31.0 to 0.32.0 in /samples

[dependabot]

Bumps diffusers from 0.31.0 to 0.32.0.

Release notes

Sourced from diffusers's releases.

Diffusers 0.32.0: New video pipelines, new image pipelines, new quantization backends, new training scripts, and more

hunyuan-output.mp4

This release took a while, but it has many exciting updates. It contains several new pipelines for image and video generation, new quantization backends, and more.

Going forward, to provide more transparency to the community about ongoing developments and releases in Diffusers, we will be making use of a roadmap tracker.

New Video Generation Pipelines 📹

Open video generation models are on the rise, and we’re pleased to provide comprehensive integration support for all of them. The following video pipelines are bundled in this release:

• Mochi-1
• Allegro
• LTXVideo
• HunyuanVideo

Check out this section to learn more about the fine-tuning options available for these new video models.

New Image Generation Pipelines

• SANA
  • Text-to-image
  • PAG
• Flux Control (including Control LoRA)
  • Depth Control
  • Canny Control
• Flux Redux
• Flux Fill Inpainting / Outpainting
• Flux RF-Inversion
• SD3.5 ControlNet
• ControlNet Union XL
• SD3.5 IP Adapter
• Flux IP adapter

Important Note about the new Flux Models

We can combine the regular Flux.1 Dev LoRAs with Flux Control LoRAs, Flux Control, and Flux Fill. For example, you can enable few-steps inference with Flux Fill using:

from diffusers import FluxFillPipeline
from diffusers.utils import load_image
import torch
pipe = FluxFillPipeline.from_pretrained(
"black-forest-labs/FLUX.1-Fill-dev", torch_dtype=torch.bfloat16
).to("cuda")
adapter_id = "alimama-creative/FLUX.1-Turbo-Alpha"
pipe.load_lora_weights(adapter_id)
</tr></table>

... (truncated)

Commits

• cd4d0d8 Release: v0.32.0
• 4b55713 [core] LTX Video 0.9.1 (#10330)
• 851dfa3 [Tests] Fix more tests sayak (#10359)
• ea1ba0b [LoRA] test fix (#10351)
• 9d27df8 Rename LTX blocks and docs title (#10213)
• 055d955 Fix failing CogVideoX LoRA fuse test (#10352)
• 71cc201 Fix FluxIPAdapterTesterMixin (#10354)
• c34fc34 [Tests] QoL improvements to the LoRA test suite (#10304)
• 5fcee4a [Single File] Fix loading (#10349)
• 76e2727 [SANA LoRA] sana lora training tests and misc. (#10296)
• Additional commits viewable in compare view

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