Modelpublic

keras-dreambooth/dreambooth-piranesi

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face

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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

[image] [image] [image] [image] [image]

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
inneroptimizer.classname	Custom>RMSprop
inner_optimizer.config.name	RMSprop
inneroptimizer.config.weightdecay	None
inner_optimizer.config.clipnorm	None
inneroptimizer.config.globalclipnorm	None
inner_optimizer.config.clipvalue	None
inneroptimizer.config.useema	False
inneroptimizer.config.emamomentum	0.99
inneroptimizer.config.emaoverwrite_frequency	100
inneroptimizer.config.jitcompile	True
inneroptimizer.config.islegacy_optimizer	False
inneroptimizer.config.learningrate	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
dynamicgrowthsteps	2000
training_precision	mixed_float16