Bump diffusers from 0.31.0 to 0.32.1 in /tests/python_tests (#1442)

Bumps [diffusers](https://github.com/huggingface/diffusers) from 0.31.0
to 0.32.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/diffusers/releases">diffusers's
releases</a>.</em></p>
<blockquote>
<h2>v0.32.1</h2>
<h1>TorchAO Quantizer fixes</h1>
<p>This patch release fixes a few bugs related to the TorchAO Quantizer
introduced in <a href="">v0.32.0</a>.</p>
<ul>
<li>Importing Diffusers would raise an error in PyTorch versions lower
than 2.3.0. This should no longer be a problem.</li>
<li>Device Map does not work as expected when using the quantizer. We
now raise an error if it is used. Support for using device maps with
different quantization backends will be added in the near future.</li>
<li>Quantization was not performed due to faulty logic. This is now
fixed and better tested.</li>
</ul>
<p>Refer to our <a
href="https://huggingface.co/docs/diffusers/">documentation</a> to learn
more about how to use different quantization backends.</p>
<h2>All commits</h2>
<ul>
<li>make style for <a
href="https://redirect.github.com/huggingface/diffusers/pull/10368">huggingface/diffusers#10368</a>
by <a href="https://github.com/yiyixuxu"><code>@​yiyixuxu</code></a> in
<a
href="https://redirect.github.com/huggingface/diffusers/issues/10370">#10370</a></li>
<li>fix test pypi installation in the release workflow by <a
href="https://github.com/sayakpaul"><code>@​sayakpaul</code></a> in <a
href="https://redirect.github.com/huggingface/diffusers/issues/10360">#10360</a></li>
<li>Fix TorchAO related bugs; revert device_map changes by <a
href="https://github.com/a-r-r-o-w"><code>@​a-r-r-o-w</code></a> in <a
href="https://redirect.github.com/huggingface/diffusers/issues/10371">#10371</a></li>
</ul>
<h2>Diffusers 0.32.0: New video pipelines, new image pipelines, new
quantization backends, new training scripts, and more</h2>
<p><a
href="https://github.com/user-attachments/assets/34d5f7ca-8e33-4401-8109-5c245ce7595f">https://github.com/user-attachments/assets/34d5f7ca-8e33-4401-8109-5c245ce7595f</a></p>
<p>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.</p>
<p>Going forward, to provide more transparency to the community about
ongoing developments and releases in Diffusers, we will be making use of
a <a
href="https://github.com/orgs/huggingface/projects/61/views/1">roadmap
tracker</a>.</p>
<h2>New Video Generation Pipelines 📹</h2>
<p>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:</p>
<ul>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/mochi">Mochi-1</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/allegro">Allegro</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/ltx_video">LTXVideo</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/hunyuan_video">HunyuanVideo</a></li>
</ul>
<p>Check out <a
href="https://www.notion.so/Diffusers-0-32-0-release-15f1384ebcac8091ac5bf18c128639ab?pvs=21">this
section</a> to learn more about the fine-tuning options available for
these new video models.</p>
<h2>New Image Generation Pipelines</h2>
<ul>
<li>SANA
<ul>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/sana#diffusers.SanaPipeline">Text-to-image</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/sana#diffusers.SanaPAGPipeline">PAG</a></li>
</ul>
</li>
<li>Flux Control (including Control LoRA)
<ul>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux#depth-control">Depth
Control</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux#canny-control">Canny
Control</a></li>
</ul>
</li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux#redux">Flux
Redux</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux#fill-inpaintingoutpainting">Flux
Fill Inpainting / Outpainting</a></li>
<li><a
href="https://redirect.github.com/huggingface/diffusers/pull/9816">Flux
RF-Inversion</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/stable_diffusion_3#image-prompting-with-ip-adapters">SD3.5
ControlNet</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/controlnet_union">ControlNet
Union XL</a></li>
<li><a
href="https://huggingface.co/docs/diffusers/main/en/api/pipelines/stable_diffusion/stable_diffusion_3#image-prompting-with-ip-adapters">SD3.5
IP Adapter</a></li>
<li><a
href="https://redirect.github.com/huggingface/diffusers/pull/10261">Flux
IP adapter</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/diffusers/commit/e8aacda762e311505ba05ae340af23b149e37af3"><code>e8aacda</code></a>
Release: v0.32.1</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/12184f401566a599db1b905ceb96a9bf5f6b0dfa"><code>12184f4</code></a>
Fix TorchAO related bugs; revert device_map changes (<a
href="https://redirect.github.com/huggingface/diffusers/issues/10371">#10371</a>)</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/6e1d2da1948b3308f5d0028bb76787c32cc4ed5a"><code>6e1d2da</code></a>
fix test pypi installation in the release workflow (<a
href="https://redirect.github.com/huggingface/diffusers/issues/10360">#10360</a>)</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/11b1151840da2b3e3dd3fd49b2625fff46eecbc2"><code>11b1151</code></a>
make style for <a
href="https://redirect.github.com/huggingface/diffusers/pull/10368">huggingface/diffusers#10368</a>
(<a
href="https://redirect.github.com/huggingface/diffusers/issues/10370">#10370</a>)</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/cd4d0d8ffba6a434344c8836f3eebda96e5c49fe"><code>cd4d0d8</code></a>
Release: v0.32.0</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/4b557132ce955d58fd84572c03e79f43bdc91450"><code>4b55713</code></a>
[core] LTX Video 0.9.1 (<a
href="https://redirect.github.com/huggingface/diffusers/issues/10330">#10330</a>)</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/851dfa30ae111da62eedc3c2fe1e34e6ad43aa25"><code>851dfa3</code></a>
[Tests] Fix more tests sayak (<a
href="https://redirect.github.com/huggingface/diffusers/issues/10359">#10359</a>)</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/ea1ba0ba53bdd6569547e26e518f094745ed9d03"><code>ea1ba0b</code></a>
[LoRA] test fix (<a
href="https://redirect.github.com/huggingface/diffusers/issues/10351">#10351</a>)</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/9d27df8071bb39d117755200ace81a3669b4134c"><code>9d27df8</code></a>
Rename LTX blocks and docs title (<a
href="https://redirect.github.com/huggingface/diffusers/issues/10213">#10213</a>)</li>
<li><a
href="https://github.com/huggingface/diffusers/commit/055d95543a41a47901195c47462c2976e3de6de7"><code>055d955</code></a>
Fix failing CogVideoX LoRA fuse test (<a
href="https://redirect.github.com/huggingface/diffusers/issues/10352">#10352</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/huggingface/diffusers/compare/v0.31.0...v0.32.1">compare
view</a></li>
</ul>
</details>
<br />


[![Dependabot compatibility
score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=diffusers&package-manager=pip&previous-version=0.31.0&new-version=0.32.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)

Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.

[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)

---

<details>
<summary>Dependabot commands and options</summary>
<br />

You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
that have been made to it
- `@dependabot merge` will merge this PR after your CI passes on it
- `@dependabot squash and merge` will squash and merge this PR after
your CI passes on it
- `@dependabot cancel merge` will cancel a previously requested merge
and block automerging
- `@dependabot reopen` will reopen this PR if it is closed
- `@dependabot close` will close this PR and stop Dependabot recreating
it. You can achieve the same result by closing it manually
- `@dependabot show <dependency name> ignore conditions` will show all
of the ignore conditions of the specified dependency
- `@dependabot ignore this major version` will close this PR and stop
Dependabot creating any more for this major version (unless you reopen
the PR or upgrade to it yourself)
- `@dependabot ignore this minor version` will close this PR and stop
Dependabot creating any more for this minor version (unless you reopen
the PR or upgrade to it yourself)
- `@dependabot ignore this dependency` will close this PR and stop
Dependabot creating any more for this dependency (unless you reopen the
PR or upgrade to it yourself)


</details>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

tests/python_tests/requirements.txt

@@ -1,5 +1,5 @@
 --extra-index-url https://download.pytorch.org/whl/cpu
-diffusers==0.31.0
+diffusers==0.32.1
 optimum-intel @ git+https://github.com/huggingface/optimum-intel.git
 numpy<2.0.0; platform_system == "Darwin" and platform_machine == "x86_64"
 onnx==1.17.0