SDVN10-Anime Cog model

This is an implementation of the SDVN10-Anime as a Cog model. Cog packages machine learning models as standard containers.

You can use this template to deploy any CivitAI Stable Diffusion model to Replicate. Here's how:

Changing the Model

To use a different model from CivitAI:

1. Find your desired model on CivitAI.
2. Locate the "Download" button for the safetensors file of the model. It's important to use the safetensors version for compatibility and security.
3. Right-click the "Download" button and select "Copy Link Address". This will copy the direct download URL of the model file.
4. Open the predict.py file.
5. Find the line that defines the MODEL_LINK variable. It will look like this:

   MODEL_LINK = "https://civitai.com/api/download/models/286354?type=Model&format=SafeTensor&size=full&fp=fp16"

6. Replace the existing URL within the quotes with the link you copied from CivitAI. Make sure to keep the quotes. For example:

   MODEL_LINK = "YOUR_COPIED_LINK_ADDRESS_HERE"

Setting Up and Running the Model

Install the Cog CLI:

Follow the instructions on the Cog documentation for installing the CLI. A common method is:

sudo curl -o /usr/local/bin/cog -L /~https://github.com/replicate/cog/releases/latest/download/cog_`uname -s`_`uname -m`
sudo chmod +x /usr/local/bin/cog

Install the requirements:

Navigate to the repository directory in your terminal and install the necessary Python packages:

pip install -r requirements.txt

Download the Pre-trained Weights:

This script will download the model specified by the MODEL_LINK in predict.py and the necessary VAE.

cog run script/download-weights

Run Predictions (Optional):

Once the weights are downloaded, you can run predictions using the cog predict command. Here's an example:

cog predict -i prompt="child boy, short hair, crew neck sweater, (masterpiece, best quality:1.6), ghibli, Sun in the sky, Rocky Mountain National Park, Charismatic"

Example Output

Deploying to Replicate

• Create a new model on replicate. Choose a name and visibility for your model.
• Push the model to Replicate using the cog push command. Replicate will provide you with the specific cog push command after you create the model on their platform. It will look something like:

cog push r8.im/YOUR_USERNAME/YOUR_MODEL_NAME

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.