CoolFace
Modelpublic

keras-dreambooth/dreambooth_diffusion_akitainu

sourceHugging Facecreativeml-openrail-mupdated 2y agoView on Hugging Face
2likes27downloads
Model Card

Model description

This model has been fine-tuned to learn the concept of Akita Dog from Japan by ChienVM on this dataset

Intended uses & limitations

Concept token "akt## dog". Example: "a photo of akt## dog"

Some examples prompt

<figure> <img src="https://huggingface.co/vumichien/dreamboothdiffusionakitainu/resolve/main/demo_01.png" alt="Sample 1"> <figcaption>Prompt: akt## dog as an anime character in overwatch Negative prompt: (bad anatomy), (blurry) Steps: 100, CFG scale: 12, Size: 512x12 </figcaption> </figure>

<figure> <img src="https://huggingface.co/vumichien/dreamboothdiffusionakitainu/resolve/main/demo_02.png" alt="Sample 2"> <figcaption>Prompt:akt## dog as a realistic fantasy knight, closeup portrait art by donato giancola and greg rutkowski, digital art, trending on artstation Negative prompt: (bad anatomy), (blurry), ugly Steps: 100, CFG scale: 12, Size: 512x12 </figcaption> </figure>

<figure> <img src="https://huggingface.co/vumichien/dreamboothdiffusionakitainu/resolve/main/demo_03.png" alt="Sample 3"> <figcaption>Prompt:Cute and adorable cartoon fluffy akt## dog with cap, fantasy, dreamlike, city scenario, surrealism, super cute, trending on artstation Negative prompt: (bad anatomy), (blurry), ugly Steps: 100, CFG scale: 12, Size: 512x12 </figcaption> </figure>

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

HyperparametersValue
inneroptimizer.classnameCustom>RMSprop
inner_optimizer.config.nameRMSprop
inneroptimizer.config.weightdecayNone
inner_optimizer.config.clipnormNone
inneroptimizer.config.globalclipnormNone
inner_optimizer.config.clipvalueNone
inneroptimizer.config.useemaFalse
inneroptimizer.config.emamomentum0.99
inneroptimizer.config.emaoverwrite_frequency100
inneroptimizer.config.jitcompileTrue
inneroptimizer.config.islegacy_optimizerFalse
inneroptimizer.config.learningrate0.0010000000474974513
inner_optimizer.config.rho0.9
inner_optimizer.config.momentum0.0
inner_optimizer.config.epsilon1e-07
inner_optimizer.config.centeredFalse
dynamicTrue
initial_scale32768.0
dynamicgrowthsteps2000
training_precisionmixed_float16