Yarn-Photo-i2i [Image-to-Image]

Prompt

[photo content], transformed into a crochet plush doll, with visible yarn stitches, button eyes, and cozy handmade charm.

Yarn-Photo-i2i is an adapter for black-forest-lab's FLUX.1-Kontext-dev, designed for converting images into yarn-stitched artwork while preserving the original characteristics of the subject. The model was trained on 28 image pairs (14 start images, 14 end images). Synthetic result nodes were generated using NanoBanana from Google and SeedDream 4 (dataset for result sets), and labeled with DeepCaption-VLA-7B. The adapter is triggered with the following prompt:

[photo content], transformed into a crochet plush doll, with visible yarn stitches, button eyes, and cozy handmade charm.

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Sample Inference

ex1	ex2

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Parameter Settings

Setting	Value
Module Type	Adapter
Base Model	FLUX.1 Kontext Dev - fp8
Trigger Words	[photo content], transformed into a crochet plush doll, with visible yarn stitches, button eyes, and cozy handmade charm.
Image Processing Repeats	50
Epochs	22
Save Every N Epochs	1

Labeling: DeepCaption-VLA-7B(natural language & English)

Total Images Used for Training : 28 Image Pairs (14 Start, 14 End)

Synthetic Result Node generated by NanoBanana from Google (Image Result Sets Dataset)

Training Parameters

Setting	Value
Seed	-
Clip Skip	-
Text Encoder LR	0.00001
UNet LR	0.00005
LR Scheduler	constant
Optimizer	AdamW8bit
Network Dimension	64
Network Alpha	32
Gradient Accumulation Steps	-

Label Parameters

Setting	Value
Shuffle Caption	-
Keep N Tokens	-

Advanced Parameters

Setting	Value
Noise Offset	0.03
Multires Noise Discount	0.1
Multires Noise Iterations	10
Conv Dimension	-
Conv Alpha	-
Batch Size	-
Steps	2900
Sampler	euler

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Trigger words

You should use [photo content] to trigger the image generation.

You should use transformed into a crochet plush doll to trigger the image generation.

You should use with visible yarn stitches to trigger the image generation.

You should use button eyes to trigger the image generation.

You should use and cozy handmade charm. to trigger the image generation.

Download model

Download them in the Files & versions tab.