[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).
• [x] Did you read the contributor guideline?
• [x] Did you read our philosophy doc (important for complex PRs)?
• [x] 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

[chiral-carbon]

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

[HuggingFaceDocBuilderDev]

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[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

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