Modelpublic

keras-dreambooth/dreambooth_diffusion_minercraft

sourceHugging Facecreativeml-openrail-mupdated 2y agoView on Hugging Face

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Model Card

Model description

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

Intended uses & limitations

Concept token "mrf style". Example: "a photo of landscape in mrf style" This model only finetunes with the landscape image in Minecraft world. Therefore, it can not generate good iamges with other concepts.

Some examples prompt

<figure> <img src="https://huggingface.co/vumichien/dreamboothdiffusionminercraft/resolve/main/demo_01.png" alt="Sample 1"> <figcaption>Prompt: a fishing village under a cherry blossom forest at sunset in mrf style. Negative prompt: bad anatomy, soft blurry. Steps: 50, CFG scale: 7.5, Size: 512x12 </figcaption> </figure>

<figure> <img src="https://huggingface.co/vumichien/dreamboothdiffusionminercraft/resolve/main/demo_02.png" alt="Sample 2"> <figcaption>Prompt: a photo of landscape in mrf style. Negative prompt: bad anatomy, soft blurry. Steps: 50, CFG scale: 7.5, Size: 512x12 </figcaption> </figure>

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