[Model Card] standardize advanced diffusion training sdxl lora

[chiral-carbon]

What does this PR do?

Fixes #6891 for Advanced Diffusion Training SDXL with LoRA

Notebook example: Jupyter notebook
Example model card: Model Card

Before submitting

• This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
• Did you read the contributor guideline?
• Did you read our philosophy doc (important for complex PRs)?
• Was this discussed/approved via a GitHub issue or the forum? Please add a link to it if that's the case.
• Did you make sure to update the documentation with your changes? Here are the
  documentation guidelines, and
  here are tips on formatting docstrings.
• Did you write any new necessary tests?

Who can review?

@sayakpaul @linoytsaban

[linoytsaban]

Hey @chiral-carbon! same small comment from the sd15 PR, applies here too - since it can be either a LoRA or a DoRA, we need to check if the use_dora arg is True and adapt the tag accordingly :)
other than that, all good!

[chiral-carbon]

thanks @linoytsaban! have addressed the use_dora check, please review!

[HuggingFaceDocBuilderDev]

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

[linoytsaban]

last thing 😊- we need to switch "lora" -> lora in the tags here (to use the var defined in line 114)

[linoytsaban]

Hey @chiral-carbon! I think once we address the "lora" -> lora change it'll also pass all the tests and we can merge :)

[chiral-carbon]

Hi @linoytsaban my apologies, I completely missed this message, will do it asap!

[chiral-carbon]

@linoytsaban pushed it!

[linoytsaban]

Thanks @chiral-carbon! I'm not sure what's failing the quality tests now 🧐 could you run make fix up please?

[chiral-carbon]

hi @linoytsaban this is the output of make fixup:

(hf-diff) ada@Abhipshas-MacBook-Pro diffusers % make fixup
Checking/fixing examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py
Found 3 errors (3 fixed, 0 remaining).
1 file reformatted
python utils/custom_init_isort.py
python utils/check_doc_toc.py --fix_and_overwrite
running deps_table_update
updating src/diffusers/dependency_versions_table.py
python utils/check_dummies.py
python utils/check_repo.py
Traceback (most recent call last):
  File "/Users/ada/Desktop/Projects/diffusers/utils/check_repo.py", line 25, in <module>
    from diffusers.models.auto import get_values
ModuleNotFoundError: No module named 'diffusers.models.auto'
make: *** [repo-consistency] Error 1

it seems that it has no module named models.auto?

[tolgacangoz]

Could you run make style && make quality?

[chiral-carbon]

this is the output of make style && make quality:

(hf-diff) ada@Abhipshas-MacBook-Pro diffusers % make style && make quality
ruff check examples scripts src tests utils benchmarks setup.py --fix
ruff format examples scripts src tests utils benchmarks setup.py
1 file reformatted, 874 files left unchanged
doc-builder style src/diffusers docs/source --max_len 119
/Library/Developer/CommandLineTools/usr/bin/make autogenerate_code
running deps_table_update
updating src/diffusers/dependency_versions_table.py
/Library/Developer/CommandLineTools/usr/bin/make extra_style_checks
python utils/custom_init_isort.py
python utils/check_doc_toc.py --fix_and_overwrite
ruff check examples scripts src tests utils benchmarks setup.py
ruff format --check examples scripts src tests utils benchmarks setup.py
875 files left unchanged
doc-builder style src/diffusers docs/source --max_len 119 --check_only
python utils/check_doc_toc.py

have pushed it as well, it changed the formatting of the widget_dict append operation in line 124

[chiral-carbon]

should I also run make test? the contributor guidelines said that it would take time to run normally so I skipped it

[chiral-carbon]

hi @linoytsaban @tolgacangoz! is this PR good to be merged?

[tolgacangoz]

It seems that there are conflicts that must be resolved. Could you resolve them?

[chiral-carbon]

@tolgacangoz done

[github-actions]

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the contributing guidelines are likely to be ignored.

[chiral-carbon]

@a-r-r-o-w hi! Is this and the PR #7613 good to be merged?

[github-actions]

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the contributing guidelines are likely to be ignored.

[sayakpaul]

@linoytsaban a gentle ping here

[github-actions]

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the contributing guidelines are likely to be ignored.

[chiral-carbon]

@sayakpaul @a-r-r-o-w @linoytsaban should I close this PR unless it is good to be merged? has been stale for a while

[a-r-r-o-w]

Sorry for the delay. I'm triggering the tests again to make sure they pass and will merge once they do