license: cc-by-4.0
datasets:
- calm-and-collected/wish_you_were_here
language:
- en
library_name: diffusers
pipeline_tag: text-to-image
tags:
- art
- vintage
- postcard
Wish You Were Here - a 1.5 LORA for vintage postcard replication
Wish you were here is a LORA model developped to create vintage postcard images. The model was trained on Stable Diffusion 1.5.
Model Description
Wish You Were Here (WYWH) is a LORA model developped to replicate the look and feel of vintage postcards. This is done via harvesting public domain images from WikiMedia via manual review and using a combination of manual and automated annotation to describe the images. The specific feature desired to extract were: color, damage and printing technique. The model was developped over a duration of 2 days over 100 epochs of which one epoch was taken as resulting image.
- Developed by: calm-and-collected
- Model type: LORA
- License: CC-BY 4.0
- Finetuned from model [optional]: Stable diffusion 1.5 pruned
Bias, Risks, and Limitations
The model is trained of images from ~650 images. From observation, the majority of these images are from american origins. The model is thus excelent at replicating USA destinations. The model will also replicate damage seen in the images.
[More Information Needed]
Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
Training Details
Training Data
[More Information Needed]
Training Procedure
Preprocessing [optional]
[More Information Needed]
Training Hyperparameters
- Training regime: [More Information Needed]
Technical Specifications [optional]
Hardware
The model was trained on two GTX 4090 for a duration of 2 days to extract 100 epochs of the model.
Software
The model was trained via the Kohya_SS gui.
Citation [optional]
Model Card Contact
Use the community section of this repository to contact me.