Edit model card

Model description

This is a Keras Dreambooth model fine-tuned to some 18th century etching artworks by italian artist Giambattista Piranesi.

A few samples below

Intended uses & limitations

The base prompt is "image of monuments in sks style". A slightly better prompt would be "image of monuments in sks style, 8k, high quality, old paper" with negative prompt "distorted".

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

Hyperparameters Value
inner_optimizer.class_name Custom>RMSprop
inner_optimizer.config.name RMSprop
inner_optimizer.config.weight_decay None
inner_optimizer.config.clipnorm None
inner_optimizer.config.global_clipnorm None
inner_optimizer.config.clipvalue None
inner_optimizer.config.use_ema False
inner_optimizer.config.ema_momentum 0.99
inner_optimizer.config.ema_overwrite_frequency 100
inner_optimizer.config.jit_compile True
inner_optimizer.config.is_legacy_optimizer False
inner_optimizer.config.learning_rate 0.0010000000474974513
inner_optimizer.config.rho 0.9
inner_optimizer.config.momentum 0.0
inner_optimizer.config.epsilon 1e-07
inner_optimizer.config.centered False
dynamic True
initial_scale 32768.0
dynamic_growth_steps 2000
training_precision mixed_float16
Downloads last month
Hosted inference API

Inference API does not yet support keras models for this pipeline type.

Space using keras-dreambooth/dreambooth-piranesi 1