keras-dreambooth/dreambooth_diffusion_clay_cups

Model description

This model has been fine-tuned by by Shamima on bengali clay cups and saucers.

Intended uses & limitations

Please feel free to make your imaginations run wild and have fun.

Example images generated

Unique sets of cups using bengali clay pottery style

Michelango's David re-imagined in bengali clay pottery style and texture

A town of futuristic buildings in clay pottery style

Unique jewellery pieces in bengali clay pottery style

Training and evaluation data

The model was fine-tuned on my personal collection of cups and saucer sets made of clay pottery. Dataset can be found here.

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

Model Plot

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