Polaroid-Warm-i2i is an adapter built for black-forest-lab's FLUX.1-Kontext-dev, designed to generate seamless vintage Polaroid-style images with warm, faded tones. The model was trained on 30 image pairs (15 start images, 15 end images) to achieve high-quality style transfer and image manipulation. Synthetic result nodes were generated using NanoBanana from Google and labeled with DeepCaption-VLA-7B. The adapter is triggered with the following prompt:

[!note] [photo content], in the style of a vintage Polaroid, with warm, faded tones, and a white border.

Sample Inference

ex1	ex2
Left Screenshot	Right Screenshot

Parameter Settings

Setting	Value
Module Type	Adapter
Base Model	FLUX.1 Kontext Dev - fp8
Trigger Words	[photo content], in the style of a vintage Polaroid, with warm, faded tones, and a white border.
Image Processing Repeats	50
Epochs	30
Save Every N Epochs	1

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

Total Images Used for Training : 30 Image Pairs (15 Start, 15 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	4300
Sampler	euler

Trigger words

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

You should use in the style of a vintage Polaroid to trigger the image generation.

You should use with warm to trigger the image generation.

You should use faded tones to trigger the image generation.

You should use and a white border. to trigger the image generation.

Download model

Download them in the Files & versions tab.

prithivMLmods/Polaroid-Warm-i2i

Polaroid-Warm-i2i [Image-to-Image]