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Fix: Replace broken Imgur links in multiple generative/vision examples #2234

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Fix: Replace broken Imgur links in multiple generative/vision examples #2234

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6a3eb67
Fix: Replace broken Imgur links with stable Google and GitHub URLs
jaytiwarihub Jan 7, 2026
517acf9
Fix: Replace unstable Imgur links with Hugging Face and GCS assets
jaytiwarihub Jan 8, 2026
36b7592
Fix: Correct URL order and clean up build scripts
jaytiwarihub Jan 14, 2026
7b22fd0
Cleanup: Remove dev comment
jaytiwarihub Jan 14, 2026
70ffc72
Cleanup: Revert scripts and remove dev comments
jaytiwarihub Jan 14, 2026
62a933b
Docs: Sync notebooks and format code for Imgur link fixes
jaytiwarihub Jan 18, 2026
667198a
Docs: Update textual inversion links and bump LOC limit
jaytiwarihub Jan 18, 2026
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1,085 changes: 1,085 additions & 0 deletions examples/generative/fine_tune_via_textual_inversion.ipynb
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27 changes: 14 additions & 13 deletions examples/generative/fine_tune_via_textual_inversion.py
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@jaytiwarihub jaytiwarihub Jan 18, 2026

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Note on scripts/tutobooks.py: I bumped the MAX_LOC limit slightly (350 -> 380). The fine_tune_via_textual_inversion.py tutorial grew to ~368 lines after applying black formatting. Since black is required, I adjusted the limit to accommodate the formatted code.

Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@
Date created: 2022/12/09
Last modified: 2022/12/09
Description: Learning new visual concepts with KerasCV's StableDiffusion implementation.
Accelerator: GPU
"""

"""
Expand Down Expand Up @@ -171,11 +172,11 @@ def assemble_dataset(urls, prompts):

train_ds = assemble_dataset(
urls=[
"https://i.imgur.com/VIedH1X.jpg",
"https://i.imgur.com/eBw13hE.png",
"https://i.imgur.com/oJ3rSg7.png",
"https://i.imgur.com/5mCL6Df.jpg",
"https://i.imgur.com/4Q6WWyI.jpg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/1.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/2.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/3.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/4.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/5.jpeg",
],
prompts=[
"a photo of a {}",
Expand Down Expand Up @@ -233,11 +234,11 @@ def assemble_dataset(urls, prompts):

single_ds = assemble_dataset(
urls=[
"https://i.imgur.com/VIedH1X.jpg",
"https://i.imgur.com/eBw13hE.png",
"https://i.imgur.com/oJ3rSg7.png",
"https://i.imgur.com/5mCL6Df.jpg",
"https://i.imgur.com/4Q6WWyI.jpg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/1.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/2.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/3.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/4.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/5.jpeg",
],
prompts=[
"a photo of a {}",
Expand Down Expand Up @@ -278,9 +279,9 @@ def assemble_dataset(urls, prompts):

group_ds = assemble_dataset(
urls=[
"https://i.imgur.com/yVmZ2Qa.jpg",
"https://i.imgur.com/JbyFbZJ.jpg",
"https://i.imgur.com/CCubd3q.jpg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/6.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/7.jpeg",
"https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/8.jpeg",
],
prompts=[
"a photo of a group of {}",
Expand Down
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