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Description

CVS-###

Fixes #(issue)

Checklist:

  • This PR follows GenAI Contributing guidelines.
  • Tests have been updated or added to cover the new code.
  • This PR fully addresses the ticket.
  • I have made corresponding changes to the documentation.

## Description
The license isn't permissive. Maybe they'll negotiate it in future.

CVS-181328

## Checklist:
- [x] This PR follows [GenAI Contributing
guidelines](https://github.com/openvinotoolkit/openvino.genai?tab=contributing-ov-file#contributing).
<!-- Always follow them. If there are deviations, explain what and why.
-->
- [x] Tests have been updated or added to cover the new code. <!--
Specify exactly which tests were added or updated. If the change isn't
maintenance related, update the tests at
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explain in the description why the tests don't need an update. -->
- [ ] This PR fully addresses the ticket - OV notebooks are out of this
PR scope
- [x] I have made corresponding changes to the documentation:
https://wovchena.github.io/openvino.genai-public/docs/supported-models/#image-generation-models

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
likholat and others added 14 commits February 20, 2026 14:28
… /tools/who_what_benchmark (openvinotoolkit#3375)

Updates the requirements on [scipy](https://github.com/scipy/scipy) to
permit the latest version.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/scipy/scipy/releases">scipy's
releases</a>.</em></p>
<blockquote>
<h1>SciPy 1.17.1 Release Notes</h1>
<p>SciPy <code>1.17.1</code> is a bug-fix release with no new features
compared to <code>1.17.0</code>.</p>
<h1>Authors</h1>
<ul>
<li>Name (commits)</li>
<li>Evgeni Burovski (5)</li>
<li>Lucas Colley (1)</li>
<li>Christoph Gohlke (1)</li>
<li>Ralf Gommers (6)</li>
<li>Matt Haberland (5)</li>
<li>Matthias Koeppe (1)</li>
<li>Nick ODell (1)</li>
<li>Ilhan Polat (10)</li>
<li>Tyler Reddy (44)</li>
<li>Martin Schuck (3)</li>
<li>Dan Schult (3)</li>
<li>stratakis (1) +</li>
<li>ਗਗਨਦੀਪ ਸਿੰਘ (Gagandeep Singh) (1)</li>
</ul>
<p>A total of 13 people contributed to this release.
People with a &quot;+&quot; by their names contributed a patch for the
first time.
This list of names is automatically generated, and may not be fully
complete.</p>
<p>Complete issue list, PR list, and release asset hashes are available
in the associated <a
href="https://github.com/scipy/scipy/releases/download/v1.17.1/README.txt"><code>README.txt</code></a>.</p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/scipy/scipy/commit/527eb7fd7953a1de068f94bf8b322f249b9405ae"><code>527eb7f</code></a>
REL: 1.17.1 release commit [wheel build]</li>
<li><a
href="https://github.com/scipy/scipy/commit/f11663bf044f1cb5a0112a28ac238f902ae36eea"><code>f11663b</code></a>
Merge pull request <a
href="https://redirect.github.com/scipy/scipy/issues/24584">#24584</a>
from tylerjereddy/treddy_prep_1.17.1</li>
<li><a
href="https://github.com/scipy/scipy/commit/2c49e68b634d2657380ca7b65207c6122e83cb72"><code>2c49e68</code></a>
DOC: PR 24584 revisions</li>
<li><a
href="https://github.com/scipy/scipy/commit/400fa15ed6f9fece4c3848e9eade0e7d5e5aece0"><code>400fa15</code></a>
safely convert index dtypes to intc for csgraph and superLU</li>
<li><a
href="https://github.com/scipy/scipy/commit/8c704044ab6f8f3e94295f354dbadfcab9139837"><code>8c70404</code></a>
MAINT: PR 24584 revisions [wheel build]</li>
<li><a
href="https://github.com/scipy/scipy/commit/6dda8c13c534a61bc56c7b11bb5841efbd37d9dd"><code>6dda8c1</code></a>
BUG: PR 24584 revisions</li>
<li><a
href="https://github.com/scipy/scipy/commit/4a187e59ea9cde1f79b4fae9dbd8177adcf0ddf3"><code>4a187e5</code></a>
DOC: PR 24584 revisions</li>
<li><a
href="https://github.com/scipy/scipy/commit/463ee9f72a5f1afe3363e86344a55eea1c1ba477"><code>463ee9f</code></a>
ENH: linalg/inv: re-enable overwrite_a for 2D inputs (<a
href="https://redirect.github.com/scipy/scipy/issues/24442">#24442</a>)</li>
<li><a
href="https://github.com/scipy/scipy/commit/df746eed5eae0243969fd8de07770c4ace1dc65c"><code>df746ee</code></a>
BUG: linalg: restore dtypes in inv, solve, det</li>
<li><a
href="https://github.com/scipy/scipy/commit/246bfeecbe56200ae4e265a70e06ccc64daee9c2"><code>246bfee</code></a>
MAINT:optimize: Enable multi-phase init to DIRECT</li>
<li>Additional commits viewable in <a
href="https://github.com/scipy/scipy/compare/v1.3.2...v1.17.1">compare
view</a></li>
</ul>
</details>
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…toolkit#3374)

Bumps
[bitsandbytes](https://github.com/bitsandbytes-foundation/bitsandbytes)
from 0.49.1 to 0.49.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/releases">bitsandbytes's
releases</a>.</em></p>
<blockquote>
<h2>0.49.2</h2>
<h2>Highlights</h2>
<ul>
<li>The default blocksize of 64 for 4bit quantization is now supported
on ROCm. Previously the default was 128, which was a mismatch from the
default for other devices.</li>
<li>ROCm 7.2 build is now included.</li>
</ul>
<h2>What's Changed</h2>
<ul>
<li>bug: fix 8bitoptim support with fsdp by <a
href="https://github.com/ved1beta"><code>@​ved1beta</code></a> in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1840">bitsandbytes-foundation/bitsandbytes#1840</a></li>
<li>Fix xpu 4bit kernel by <a
href="https://github.com/jiqing-feng"><code>@​jiqing-feng</code></a> in
<a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1839">bitsandbytes-foundation/bitsandbytes#1839</a></li>
<li>ROCm 7.2 build and doc changes by <a
href="https://github.com/sstamenk"><code>@​sstamenk</code></a> in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1845">bitsandbytes-foundation/bitsandbytes#1845</a></li>
<li>Add CUDA kernel support for 4-bit quantization with blocksize=32 by
<a
href="https://github.com/Abdennacer-Badaoui"><code>@​Abdennacer-Badaoui</code></a>
in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1854">bitsandbytes-foundation/bitsandbytes#1854</a></li>
<li>Add blocksize=64 4-bit quantization support for ROCm CDNA (warp64)
GPUs by <a
href="https://github.com/Abdennacer-Badaoui"><code>@​Abdennacer-Badaoui</code></a>
in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1856">bitsandbytes-foundation/bitsandbytes#1856</a></li>
<li>[Docs Update] QLoRA 4-bit Support on ROCm by <a
href="https://github.com/Abdennacer-Badaoui"><code>@​Abdennacer-Badaoui</code></a>
in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1857">bitsandbytes-foundation/bitsandbytes#1857</a></li>
<li>[ROCm] Make blocksize=64 default for 4bit by <a
href="https://github.com/matthewdouglas"><code>@​matthewdouglas</code></a>
in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1873">bitsandbytes-foundation/bitsandbytes#1873</a></li>
<li>Handle non-contiguous tensors in quantize/dequantize ops by <a
href="https://github.com/TimDettmers"><code>@​TimDettmers</code></a> in
<a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1859">bitsandbytes-foundation/bitsandbytes#1859</a></li>
<li>Fix AdEMAMix scheduler guard and add state_dict round-trip test by
<a href="https://github.com/TimDettmers"><code>@​TimDettmers</code></a>
in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1861">bitsandbytes-foundation/bitsandbytes#1861</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/Abdennacer-Badaoui"><code>@​Abdennacer-Badaoui</code></a>
made their first contribution in <a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/pull/1854">bitsandbytes-foundation/bitsandbytes#1854</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/compare/0.49.1...0.49.2">https://github.com/bitsandbytes-foundation/bitsandbytes/compare/0.49.1...0.49.2</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/f0e6ca31b32c4744a9cee4e31610b25796cbf778"><code>f0e6ca3</code></a>
Release 0.49.2</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/cace65c7914bc05f280ab23733fea09ac094c485"><code>cace65c</code></a>
Fix AdEMAMix scheduler guard and add state_dict round-trip test (<a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/issues/1861">#1861</a>)</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/505a00a10438369005efc34781bef23e27ebc083"><code>505a00a</code></a>
Handle non-contiguous tensors in quantize/dequantize ops (<a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/issues/1859">#1859</a>)</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/c2ae381b74c40a1e4b71f8691932ac19dcf30900"><code>c2ae381</code></a>
[ROCm] Make blocksize=64 default for 4bit (<a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/issues/1873">#1873</a>)</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/943e42df9d9aaaf1c1109c724134e7a4281ec7c7"><code>943e42d</code></a>
Skip typo check on agent markdown files</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/b075afccb3b6fabbdb83882e21e97b02853bbaa2"><code>b075afc</code></a>
update docs (<a
href="https://redirect.github.com/bitsandbytes-foundation/bitsandbytes/issues/1857">#1857</a>)</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/de89ff7463f3f59bcbe39105f096108fc26c6d4d"><code>de89ff7</code></a>
docs: Add PR review posting guide, agent reference docs, and lint
fixes</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/a2c92f7bef121af447a21510023d025f5d518359"><code>a2c92f7</code></a>
docs: Add human+agent issue triage workflow guide</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/252e6fff1e4200b0f25b01073eca5ad6ec5f6ed9"><code>252e6ff</code></a>
docs: Update issue patterns from 43 recently closed issues</li>
<li><a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/commit/88c6c712a249906b5f85b96b0a91aa6718b8d26a"><code>88c6c71</code></a>
style: Fix ruff format violation in test_linear4bit.py</li>
<li>Additional commits viewable in <a
href="https://github.com/bitsandbytes-foundation/bitsandbytes/compare/0.49.1...0.49.2">compare
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…he npm_and_yarn group across 1 directory (openvinotoolkit#3370)

Bumps the npm_and_yarn group with 1 update in the /site directory:
[ajv](https://github.com/ajv-validator/ajv).

Updates `ajv` from 6.12.6 to 6.14.0
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/ajv-validator/ajv/commit/e3af0a723b4b7ad86eff43be355c706d31e0e915"><code>e3af0a7</code></a>
6.14.0</li>
<li><a
href="https://github.com/ajv-validator/ajv/commit/b552ed66191eb338498df3196065c777e3bb71f2"><code>b552ed6</code></a>
add regExp option to address $data exploit via a regular expression
(CVE-2025...</li>
<li><a
href="https://github.com/ajv-validator/ajv/commit/72f228665859eed5e2be3a66f8c4a7aff6b34dcf"><code>72f2286</code></a>
docs: update v7 info</li>
<li><a
href="https://github.com/ajv-validator/ajv/commit/231e52b3bca62559202b95e5fb5cee02145b226a"><code>231e52b</code></a>
Merge pull request <a
href="https://redirect.github.com/ajv-validator/ajv/issues/1320">#1320</a>
from philsturgeon/patch-1</li>
<li><a
href="https://github.com/ajv-validator/ajv/commit/d3475fc20416c33fe030c8aa3b09fa411f325bbd"><code>d3475fc</code></a>
Add spectral, an AJV util from a sponsor</li>
<li><a
href="https://github.com/ajv-validator/ajv/commit/413afe01f518ea74d1740a7cb211df787c585544"><code>413afe0</code></a>
docs: v7.0.0-beta.3</li>
<li><a
href="https://github.com/ajv-validator/ajv/commit/11e997bda2f3eecb445c1e5a07d96ef7e81c5f5d"><code>11e997b</code></a>
update readme for v7</li>
<li>See full diff in <a
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## Description
Enforce pull_request_template.md

## Checklist:
- [x] This PR follows [GenAI Contributing
guidelines](https://github.com/openvinotoolkit/openvino.genai?tab=contributing-ov-file#contributing).
<!-- Always follow them. If there are deviations, explain what and why.
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---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
<!-- Keep your pull requests (PRs) as atomic as possible. That increases
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## Description
<!-- Please include a summary of the change. Also include relevant
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<!-- Jira ticket number (e.g., 123). Delete if there's no ticket. -->
CVS-181511 implemented, use latest ov commit.



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… /tools/llm_bench (openvinotoolkit#3373)

Updates the requirements on [scipy](https://github.com/scipy/scipy) to
permit the latest version.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/scipy/scipy/releases">scipy's
releases</a>.</em></p>
<blockquote>
<h1>SciPy 1.17.1 Release Notes</h1>
<p>SciPy <code>1.17.1</code> is a bug-fix release with no new features
compared to <code>1.17.0</code>.</p>
<h1>Authors</h1>
<ul>
<li>Name (commits)</li>
<li>Evgeni Burovski (5)</li>
<li>Lucas Colley (1)</li>
<li>Christoph Gohlke (1)</li>
<li>Ralf Gommers (6)</li>
<li>Matt Haberland (5)</li>
<li>Matthias Koeppe (1)</li>
<li>Nick ODell (1)</li>
<li>Ilhan Polat (10)</li>
<li>Tyler Reddy (44)</li>
<li>Martin Schuck (3)</li>
<li>Dan Schult (3)</li>
<li>stratakis (1) +</li>
<li>ਗਗਨਦੀਪ ਸਿੰਘ (Gagandeep Singh) (1)</li>
</ul>
<p>A total of 13 people contributed to this release.
People with a &quot;+&quot; by their names contributed a patch for the
first time.
This list of names is automatically generated, and may not be fully
complete.</p>
<p>Complete issue list, PR list, and release asset hashes are available
in the associated <a
href="https://github.com/scipy/scipy/releases/download/v1.17.1/README.txt"><code>README.txt</code></a>.</p>
</blockquote>
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<li><a
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REL: 1.17.1 release commit [wheel build]</li>
<li><a
href="https://github.com/scipy/scipy/commit/f11663bf044f1cb5a0112a28ac238f902ae36eea"><code>f11663b</code></a>
Merge pull request <a
href="https://redirect.github.com/scipy/scipy/issues/24584">#24584</a>
from tylerjereddy/treddy_prep_1.17.1</li>
<li><a
href="https://github.com/scipy/scipy/commit/2c49e68b634d2657380ca7b65207c6122e83cb72"><code>2c49e68</code></a>
DOC: PR 24584 revisions</li>
<li><a
href="https://github.com/scipy/scipy/commit/400fa15ed6f9fece4c3848e9eade0e7d5e5aece0"><code>400fa15</code></a>
safely convert index dtypes to intc for csgraph and superLU</li>
<li><a
href="https://github.com/scipy/scipy/commit/8c704044ab6f8f3e94295f354dbadfcab9139837"><code>8c70404</code></a>
MAINT: PR 24584 revisions [wheel build]</li>
<li><a
href="https://github.com/scipy/scipy/commit/6dda8c13c534a61bc56c7b11bb5841efbd37d9dd"><code>6dda8c1</code></a>
BUG: PR 24584 revisions</li>
<li><a
href="https://github.com/scipy/scipy/commit/4a187e59ea9cde1f79b4fae9dbd8177adcf0ddf3"><code>4a187e5</code></a>
DOC: PR 24584 revisions</li>
<li><a
href="https://github.com/scipy/scipy/commit/463ee9f72a5f1afe3363e86344a55eea1c1ba477"><code>463ee9f</code></a>
ENH: linalg/inv: re-enable overwrite_a for 2D inputs (<a
href="https://redirect.github.com/scipy/scipy/issues/24442">#24442</a>)</li>
<li><a
href="https://github.com/scipy/scipy/commit/df746eed5eae0243969fd8de07770c4ace1dc65c"><code>df746ee</code></a>
BUG: linalg: restore dtypes in inv, solve, det</li>
<li><a
href="https://github.com/scipy/scipy/commit/246bfeecbe56200ae4e265a70e06ccc64daee9c2"><code>246bfee</code></a>
MAINT:optimize: Enable multi-phase init to DIRECT</li>
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href="https://github.com/scipy/scipy/compare/v1.3.2...v1.17.1">compare
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## Description
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In order to support EAGLE3 draft model conversion with the official
optimum-intel (which is currently converted with a private optimum-intel
commit ID), a new optimum-intel commit ID is required.
Separate into 2 steps:
- Step 1 (This PR): Bump to the new optimum-intel commit ID and make
sure other models (other than the EAGLE3 draft model) work
- Step 2 ([[Test] Convert EAGLE3 draft model with official optimum intel
openvinotoolkit#3322](openvinotoolkit#3322)):
Convert the EAGLE3 draft model with the official optimum-intel

<!-- Jira ticket number (e.g., 123). Delete if there's no ticket. -->

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## Checklist:
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Signed-off-by: Chen, Peter <peter.chen@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Should lower the number of API requests to the HF servers.

It was introduced and tested in openvinotoolkit/openvino/pull/32282 and
openvinotoolkit/openvino/pull/32458

<!-- Jira ticket number (e.g., 123). Delete if there's no ticket. -->
CVS-180694

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## Description
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JavaScript entity.
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- Change types to fix value overflow.
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CVS-181673

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---------

Signed-off-by: Kirill Suvorov <kirill.suvorov@intel.com>
Co-authored-by: Alicja Miloszewska <alicja.miloszewska@intel.com>
Bumps [timm](https://github.com/huggingface/pytorch-image-models) from
1.0.24 to 1.0.25.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/pytorch-image-models/releases">timm's
releases</a>.</em></p>
<blockquote>
<h2>Release v1.0.25</h2>
<h2>Feb 23, 2026</h2>
<ul>
<li>Add token distillation training support to distillation task
wrappers</li>
<li>Remove some torch.jit usage in prep for official deprecation</li>
<li>Caution added to AdamP optimizer</li>
<li>Call reset_parameters() even if meta-device init so that buffers get
init w/ hacks like init_empty_weights</li>
<li>Tweak Muon optimizer to work with DTensor/FSDP2 (clamp_ instead of
clamp_min_, alternate NS branch for DTensor)</li>
<li>Release 1.0.25</li>
</ul>
<h2>Jan 21, 2026</h2>
<ul>
<li><strong>Compat Break</strong>: Fix oversight w/ QKV vs MLP bias in
<code>ParallelScalingBlock</code> (&amp;
<code>DiffParallelScalingBlock</code>)
<ul>
<li>Does not impact any trained <code>timm</code> models but could
impact downstream use.</li>
</ul>
</li>
</ul>
<h2>What's Changed</h2>
<ul>
<li>Token distill task &amp; distill task refactoring by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2647">huggingface/pytorch-image-models#2647</a></li>
<li>Fix distilled head dropout using wrong token in PiT forward_head by
<a href="https://github.com/hassonofer"><code>@​hassonofer</code></a> in
<a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2649">huggingface/pytorch-image-models#2649</a></li>
<li>Fix <a
href="https://redirect.github.com/huggingface/pytorch-image-models/issues/2653">#2653</a>,
no models with weights impacted so just a clean fix by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2654">huggingface/pytorch-image-models#2654</a></li>
<li>Add the cautious optimizer to AdamP. by <a
href="https://github.com/Yuan-Jinghui"><code>@​Yuan-Jinghui</code></a>
in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2657">huggingface/pytorch-image-models#2657</a></li>
<li>Enhance the numerical stability of the Cautious Optimizer by <a
href="https://github.com/Yuan-Jinghui"><code>@​Yuan-Jinghui</code></a>
in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2658">huggingface/pytorch-image-models#2658</a></li>
<li>Some misc fixes for torch.jit deprecation and meta device init by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2664">huggingface/pytorch-image-models#2664</a></li>
<li>fix(optim): replace bare except with Exception in Lion optimizer by
<a href="https://github.com/llukito"><code>@​llukito</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2666">huggingface/pytorch-image-models#2666</a></li>
<li>Change clamp_min_ to clamp_(min=) as former doesn't work with
DTensor / FSDP2 by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2668">huggingface/pytorch-image-models#2668</a></li>
<li>Add DTensor compatible NS impl for Muon by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2669">huggingface/pytorch-image-models#2669</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/Yuan-Jinghui"><code>@​Yuan-Jinghui</code></a>
made their first contribution in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2657">huggingface/pytorch-image-models#2657</a></li>
<li><a href="https://github.com/llukito"><code>@​llukito</code></a> made
their first contribution in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2666">huggingface/pytorch-image-models#2666</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/huggingface/pytorch-image-models/compare/v1.0.24...v1.0.25">https://github.com/huggingface/pytorch-image-models/compare/v1.0.24...v1.0.25</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/9326ff27f040ee15f9b64cc0c621d5d3d0915ae9"><code>9326ff2</code></a>
Release 1.0.25</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/75684faa04963f7311d7c0cf874c820e27c624d0"><code>75684fa</code></a>
Add DTensor compatible NS impl for Muon</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/feed46c9ac29fb476d003e0736c904b7ae2ad6c3"><code>feed46c</code></a>
Change clamp_min_ to clamp_(min=) as former doesn't work with DTensor /
FSDP2...</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/56467ad5f2b443d454df1a5bb8b23c04697823c7"><code>56467ad</code></a>
fix(optim): replace bare except with Exception in Lion optimizer</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/41754f29d3f35d5921da3e45b02685b3d9408fca"><code>41754f2</code></a>
Fix <a
href="https://redirect.github.com/huggingface/pytorch-image-models/issues/2661">#2661</a>
... don't skip reset_parameters/init when meta device detected as
i...</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/bdab30b0eb1055cceb2f288c55084bb7f5dec693"><code>bdab30b</code></a>
Remove torch.jit calls except for .ignore and .is_scripting to avoid
2.11 dep...</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/9171d82efc525766706a00cd3d1f292af12f910a"><code>9171d82</code></a>
Enhance the numerical stability of the Cautious Optimizer</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/17b976408d0470da06858ba908b3cbd5c89aea7b"><code>17b9764</code></a>
Add the test of cadamp</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/ba85080efdf3112290c72b44a8f3823bf81b2173"><code>ba85080</code></a>
Add cadamp optimizer to optimization factory</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/a3643d20d21ed319570335b08007b6af6ce263d0"><code>a3643d2</code></a>
Adding the cautious optimizer and the spherical cautious optimizer</li>
<li>Additional commits viewable in <a
href="https://github.com/huggingface/pytorch-image-models/compare/v1.0.24...v1.0.25">compare
view</a></li>
</ul>
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…it#3386)

Bumps [timm](https://github.com/huggingface/pytorch-image-models) from
1.0.24 to 1.0.25.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/huggingface/pytorch-image-models/releases">timm's
releases</a>.</em></p>
<blockquote>
<h2>Release v1.0.25</h2>
<h2>Feb 23, 2026</h2>
<ul>
<li>Add token distillation training support to distillation task
wrappers</li>
<li>Remove some torch.jit usage in prep for official deprecation</li>
<li>Caution added to AdamP optimizer</li>
<li>Call reset_parameters() even if meta-device init so that buffers get
init w/ hacks like init_empty_weights</li>
<li>Tweak Muon optimizer to work with DTensor/FSDP2 (clamp_ instead of
clamp_min_, alternate NS branch for DTensor)</li>
<li>Release 1.0.25</li>
</ul>
<h2>Jan 21, 2026</h2>
<ul>
<li><strong>Compat Break</strong>: Fix oversight w/ QKV vs MLP bias in
<code>ParallelScalingBlock</code> (&amp;
<code>DiffParallelScalingBlock</code>)
<ul>
<li>Does not impact any trained <code>timm</code> models but could
impact downstream use.</li>
</ul>
</li>
</ul>
<h2>What's Changed</h2>
<ul>
<li>Token distill task &amp; distill task refactoring by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2647">huggingface/pytorch-image-models#2647</a></li>
<li>Fix distilled head dropout using wrong token in PiT forward_head by
<a href="https://github.com/hassonofer"><code>@​hassonofer</code></a> in
<a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2649">huggingface/pytorch-image-models#2649</a></li>
<li>Fix <a
href="https://redirect.github.com/huggingface/pytorch-image-models/issues/2653">#2653</a>,
no models with weights impacted so just a clean fix by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2654">huggingface/pytorch-image-models#2654</a></li>
<li>Add the cautious optimizer to AdamP. by <a
href="https://github.com/Yuan-Jinghui"><code>@​Yuan-Jinghui</code></a>
in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2657">huggingface/pytorch-image-models#2657</a></li>
<li>Enhance the numerical stability of the Cautious Optimizer by <a
href="https://github.com/Yuan-Jinghui"><code>@​Yuan-Jinghui</code></a>
in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2658">huggingface/pytorch-image-models#2658</a></li>
<li>Some misc fixes for torch.jit deprecation and meta device init by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2664">huggingface/pytorch-image-models#2664</a></li>
<li>fix(optim): replace bare except with Exception in Lion optimizer by
<a href="https://github.com/llukito"><code>@​llukito</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2666">huggingface/pytorch-image-models#2666</a></li>
<li>Change clamp_min_ to clamp_(min=) as former doesn't work with
DTensor / FSDP2 by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2668">huggingface/pytorch-image-models#2668</a></li>
<li>Add DTensor compatible NS impl for Muon by <a
href="https://github.com/rwightman"><code>@​rwightman</code></a> in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2669">huggingface/pytorch-image-models#2669</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/Yuan-Jinghui"><code>@​Yuan-Jinghui</code></a>
made their first contribution in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2657">huggingface/pytorch-image-models#2657</a></li>
<li><a href="https://github.com/llukito"><code>@​llukito</code></a> made
their first contribution in <a
href="https://redirect.github.com/huggingface/pytorch-image-models/pull/2666">huggingface/pytorch-image-models#2666</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/huggingface/pytorch-image-models/compare/v1.0.24...v1.0.25">https://github.com/huggingface/pytorch-image-models/compare/v1.0.24...v1.0.25</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/9326ff27f040ee15f9b64cc0c621d5d3d0915ae9"><code>9326ff2</code></a>
Release 1.0.25</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/75684faa04963f7311d7c0cf874c820e27c624d0"><code>75684fa</code></a>
Add DTensor compatible NS impl for Muon</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/feed46c9ac29fb476d003e0736c904b7ae2ad6c3"><code>feed46c</code></a>
Change clamp_min_ to clamp_(min=) as former doesn't work with DTensor /
FSDP2...</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/56467ad5f2b443d454df1a5bb8b23c04697823c7"><code>56467ad</code></a>
fix(optim): replace bare except with Exception in Lion optimizer</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/41754f29d3f35d5921da3e45b02685b3d9408fca"><code>41754f2</code></a>
Fix <a
href="https://redirect.github.com/huggingface/pytorch-image-models/issues/2661">#2661</a>
... don't skip reset_parameters/init when meta device detected as
i...</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/bdab30b0eb1055cceb2f288c55084bb7f5dec693"><code>bdab30b</code></a>
Remove torch.jit calls except for .ignore and .is_scripting to avoid
2.11 dep...</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/9171d82efc525766706a00cd3d1f292af12f910a"><code>9171d82</code></a>
Enhance the numerical stability of the Cautious Optimizer</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/17b976408d0470da06858ba908b3cbd5c89aea7b"><code>17b9764</code></a>
Add the test of cadamp</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/ba85080efdf3112290c72b44a8f3823bf81b2173"><code>ba85080</code></a>
Add cadamp optimizer to optimization factory</li>
<li><a
href="https://github.com/huggingface/pytorch-image-models/commit/a3643d20d21ed319570335b08007b6af6ce263d0"><code>a3643d2</code></a>
Adding the cautious optimizer and the spherical cautious optimizer</li>
<li>Additional commits viewable in <a
href="https://github.com/huggingface/pytorch-image-models/compare/v1.0.24...v1.0.25">compare
view</a></li>
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@likholat likholat closed this Feb 26, 2026
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