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replicate /dreambooth:9e8f3f42
Input
Run this model in Node.js with one line of code:
npm install replicate
REPLICATE_API_TOKEN
environment variableexport 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 replicate/dreambooth using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"replicate/dreambooth:9e8f3f42fe2a0286fc24839d409d567c85f5bc4502a96a220652b107afb47778",
{
input: {
seed: 1337,
scale_lr: false,
adam_beta1: 0.9,
adam_beta2: 0.999,
pad_tokens: false,
resolution: 512,
center_crop: false,
adam_epsilon: 1e-8,
lr_scheduler: "constant",
learning_rate: 0.000001,
max_grad_norm: 1,
n_save_sample: 4,
save_interval: 10000,
use_8bit_adam: true,
lr_warmup_steps: 0,
max_train_steps: 500,
num_class_images: 50,
num_train_epochs: 1,
save_infer_steps: 50,
train_batch_size: 1,
adam_weight_decay: 0.01,
prior_loss_weight: 1,
sample_batch_size: 4,
train_text_encoder: true,
save_guidance_scale: 7.5,
gradient_checkpointing: true,
with_prior_preservation: true,
gradient_accumulation_steps: 1
}
}
);
console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
pip install replicate
REPLICATE_API_TOKEN
environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import replicate
Run replicate/dreambooth using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"replicate/dreambooth:9e8f3f42fe2a0286fc24839d409d567c85f5bc4502a96a220652b107afb47778",
input={
"seed": 1337,
"scale_lr": False,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"pad_tokens": False,
"resolution": 512,
"center_crop": False,
"adam_epsilon": 1e-8,
"lr_scheduler": "constant",
"learning_rate": 0.000001,
"max_grad_norm": 1,
"n_save_sample": 4,
"save_interval": 10000,
"use_8bit_adam": True,
"lr_warmup_steps": 0,
"max_train_steps": 500,
"num_class_images": 50,
"num_train_epochs": 1,
"save_infer_steps": 50,
"train_batch_size": 1,
"adam_weight_decay": 0.01,
"prior_loss_weight": 1,
"sample_batch_size": 4,
"train_text_encoder": True,
"save_guidance_scale": 7.5,
"gradient_checkpointing": True,
"with_prior_preservation": True,
"gradient_accumulation_steps": 1
}
)
print(output)
To learn more, take a look at the guide on getting started with Python.
REPLICATE_API_TOKEN
environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run replicate/dreambooth using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-H "Prefer: wait" \
-d $'{
"version": "9e8f3f42fe2a0286fc24839d409d567c85f5bc4502a96a220652b107afb47778",
"input": {
"seed": 1337,
"scale_lr": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"pad_tokens": false,
"resolution": 512,
"center_crop": false,
"adam_epsilon": 1e-8,
"lr_scheduler": "constant",
"learning_rate": 0.000001,
"max_grad_norm": 1,
"n_save_sample": 4,
"save_interval": 10000,
"use_8bit_adam": true,
"lr_warmup_steps": 0,
"max_train_steps": 500,
"num_class_images": 50,
"num_train_epochs": 1,
"save_infer_steps": 50,
"train_batch_size": 1,
"adam_weight_decay": 0.01,
"prior_loss_weight": 1,
"sample_batch_size": 4,
"train_text_encoder": true,
"save_guidance_scale": 7.5,
"gradient_checkpointing": true,
"with_prior_preservation": true,
"gradient_accumulation_steps": 1
}
}' \
https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
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Output
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