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Sponsored by
APIMart
kabachuha / maxwell-the-cat-diffusion
Model's Last Updated: May 26 2023
text-to-image
Introduction of maxwell-the-cat-diffusion
Model Details of maxwell-the-cat-diffusion
Description
Maxwell the Cat Diffusion is a latent text-to-image diffusion model based on the original CompVis Stable Diffusion v1.5 and then fine-tuned on 5 images based on the 'Maxwell the Cat' meme originating from the modded Half Life 2 video.
To use this gorgeous object in your generations, add
maxwell the cat
to the prompts.
Dreambooth hyperparameters
export MODEL_NAME="runwayml/stable-diffusion-v1-5"
export INSTANCE_DIR="/home/kabachuha/kml/datasets/objects/maxwell"
export CLASS_DIR="/home/kabachuha/kml/datasets/objects/maxwell_class"
export OUTPUT_DIR="/home/kabachuha/kml/maxwell/"
accelerate launch train_dreambooth.py \
--pretrained_model_name_or_path=$MODEL_NAME \
--instance_data_dir=$INSTANCE_DIR \
--class_data_dir=$CLASS_DIR \
--output_dir=$OUTPUT_DIR \
--with_prior_preservation --prior_loss_weight=1.0 \
--instance_prompt="maxwell the cat" \
--class_prompt="3d model of a black cat, lowpoly" \
--resolution=512 \
--train_batch_size=1 \
--gradient_accumulation_steps=1 \
--learning_rate=1e-6 \
--lr_scheduler="constant" \
--lr_warmup_steps=0 \
--num_class_images=200 \
--max_train_steps=800 \
--mixed_precision 'no' \
--train_text_encoder \
--checkpointing_steps 1200
The dataset link https://drive.google.com/drive/folders/1nd8NHrwuu_VKHaU8iBFw95w1iqfmhNTo?usp=share_link
License
This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage. The CreativeML OpenRAIL License specifies:
You can't use the model to deliberately produce nor share illegal or harmful outputs or content The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully)
Please read the full license https://huggingface.co/stabilityai/stable-diffusion-2
Downstream Uses
This model can be used for entertainment purposes and as a generative art assistant.
Runs of kabachuha maxwell-the-cat-diffusion on huggingface.co
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3-day runs
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30-day runs
More Information About maxwell-the-cat-diffusion huggingface.co Model
Url of maxwell-the-cat-diffusion
maxwell-the-cat-diffusion huggingface.co Url
Provider of maxwell-the-cat-diffusion huggingface.co
Other API from kabachuha
Updated:March 23 2023
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