keras-dreambooth/dreambooth_diffusion_hokusai

Model description

Model description

This model has been fine-tuned to learn the concept of Hokusai artist by ChienVM on this dataset

Intended uses & limitations

Concept token "hks## style". Example: "a photo of painting image in hks## style"

Some examples prompt

Prompt: a painting image of a fishing village under a cherry blossom forest at sunset in hks## style, ultra realistic, 4k, 8k. Negative prompt: bad anatomy, soft blurry. Steps: 100, CFG scale: 15, Size: 512x12

Prompt: a beautiful and highly detailed oil painting of a lost valley in the mountains in hks## style, running river, intricate details, 8k, sharp focus, hyper realism. Negative prompt: (bad anatomy), (blurry), grain. Steps: 100, CFG scale: 15, Size: 512x12

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