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Run this model in Node.js with one line of code:
npm install replicate
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});
Run prompthunt/cog-sdxl-training using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"prompthunt/cog-sdxl-training:bef5d92c784ae23bb8c5f79ceb4e58fb581c039513be7c4e2d60de349f132b6e",
{
input: {
ti_lr: 0.0003,
is_lora: true,
lora_lr: 0.0001,
verbose: true,
lora_rank: 32,
resolution: 768,
lr_scheduler: "constant",
token_string: "TOK",
caption_prefix: "a photo of TOK, ",
lr_warmup_steps: 100,
max_train_steps: 1000,
num_train_epochs: 4000,
train_batch_size: 4,
unet_learning_rate: 0.000001,
checkpointing_steps: 999999,
clipseg_temperature: 1,
input_images_filetype: "infer",
crop_based_on_salience: true,
use_face_detection_instead: false
}
}
);
// To access the file URL:
console.log(output.url()); //=> "http://example.com"
// To write the file to disk:
fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
No output yet! Press "Submit" to start a prediction.
This model runs on Nvidia L40S GPU hardware. We don't yet have enough runs of this model to provide performance information.
This model doesn't have a readme.