Make images of real people instantly with InstantID
Table of contents
InstantID is a new state-of-the-art tuning-free method to achieve ID-Preserving generation with only a single image. Think of it like instant DreamBooth.
With Replicate, you can run InstantID in the cloud with one line of code.
Run InstantID in our Playground
Want to try out InstantID without writing code? Check out our InstantID model playground.
Run InstantID with an API
With Replicate, you can run InstantID in the cloud with one line of code.
Usage Tips
- For higher similarity, increase the weight of controlnet_conditioning_scale (IdentityNet) and ip_adapter_scale (Adapter).
- For over-saturation, decrease the ip_adapter_scale. If not work, decrease controlnet_conditioning_scale.
- For higher text control ability, decrease ip_adapter_scale.
- For specific styles, choose corresponding base model makes differences.
- We have not supported multi-person yet, will only use the largest face as reference pose.
Run InstantID with JavaScript
You can run InstantID with our official JavaScript client:
npm install replicateSet the REPLICATE_API_TOKEN environment variable:
export REPLICATE_API_TOKEN=<your-api-token>Import and set up the client:
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});Run zsxkib/instant-id using Replicate’s API:
const output = await replicate.run(
"zsxkib/instant-id:latest",
{
input: {
"image": "https://replicate.delivery/pbxt/KIIutO7jIleskKaWebhvurgBUlHR6M6KN7KHaMMWSt4OnVrF/musk_resize.jpeg",
"width": 640,
"height": 640,
"prompt": "analog film photo of a man. faded film, desaturated, 35mm photo, grainy, vignette, vintage, Kodachrome, Lomography, stained, highly detailed, found footage, masterpiece, best quality",
"sdxl_weights": "protovision-xl-high-fidel",
"guidance_scale": 5,
"negative_prompt": "(lowres, low quality, worst quality:1.2), (text:1.2), watermark, painting, drawing, illustration, glitch, deformed, mutated, cross-eyed, ugly, disfigured (lowres, low quality, worst quality:1.2), (text:1.2), watermark, painting, drawing, illustration, glitch,deformed, mutated, cross-eyed, ugly, disfigured",
"ip_adapter_scale": 0.8,
"num_inference_steps": 30,
"disable_safety_checker": False,
"controlnet_conditioning_scale": 0.8
}
}
);
console.log(output);Note that InstandID takes an image as input. You can provide URLs or base 64 strings as values for the image.
To learn more, take a look at the guide on getting started with Node.js.
Run InstantID with Python
You can run InstantID with our official Python client:
pip install replicateSet the REPLICATE_API_TOKEN environment variable:
export REPLICATE_API_TOKEN=<your-api-token>Run zsxkib/instant-id using Replicate’s API:
import replicate
output = replicate.run(
"zsxkib/instant-id:latest",
input={
"image": "https://replicate.delivery/pbxt/KIIutO7jIleskKaWebhvurgBUlHR6M6KN7KHaMMWSt4OnVrF/musk_resize.jpeg",
"width": 640,
"height": 640,
"prompt": "analog film photo of a man. faded film, desaturated, 35mm photo, grainy, vignette, vintage, Kodachrome, Lomography, stained, highly detailed, found footage, masterpiece, best quality",
"sdxl_weights": "protovision-xl-high-fidel",
"guidance_scale": 5,
"negative_prompt": "(lowres, low quality, worst quality:1.2), (text:1.2), watermark, painting, drawing, illustration, glitch, deformed, mutated, cross-eyed, ugly, disfigured (lowres, low quality, worst quality:1.2), (text:1.2), watermark, painting, drawing, illustration, glitch,deformed, mutated, cross-eyed, ugly, disfigured",
"ip_adapter_scale": 0.8,
"num_inference_steps": 30,
"disable_safety_checker": False,
"controlnet_conditioning_scale": 0.8
}
)
print(output)Note that InstandID takes an image as input. You can provide URLs or base 64 strings as values for the image.
To learn more, take a look at the guide on getting started with Python.
Run InstantID with cURL
You can call the HTTP API directly with tools like cURL:
Set the REPLICATE_API_TOKEN environment variable:
export REPLICATE_API_TOKEN=<your-api-token>Run zsxkib/instant-id using Replicate’s API:
curl -s -X POST \
-H "Authorization: Token $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-d $'{
"version": "c98b2e7a196828d00955767813b81fc05c5c9b294c670c6d147d545fed4ceecf",
"input": {
"image": "https://replicate.delivery/pbxt/KIIutO7jIleskKaWebhvurgBUlHR6M6KN7KHaMMWSt4OnVrF/musk_resize.jpeg",
"width": 640,
"height": 640,
"prompt": "analog film photo of a man. faded film, desaturated, 35mm photo, grainy, vignette, vintage, Kodachrome, Lomography, stained, highly detailed, found footage, masterpiece, best quality",
"sdxl_weights": "protovision-xl-high-fidel",
"guidance_scale": 5,
"negative_prompt": "(lowres, low quality, worst quality:1.2), (text:1.2), watermark, painting, drawing, illustration, glitch, deformed, mutated, cross-eyed, ugly, disfigured (lowres, low quality, worst quality:1.2), (text:1.2), watermark, painting, drawing, illustration, glitch,deformed, mutated, cross-eyed, ugly, disfigured",
"ip_adapter_scale": 0.8,
"num_inference_steps": 30,
"disable_safety_checker": False,
"controlnet_conditioning_scale": 0.8
}
}' \
https://api.replicate.com/v1/models/zsxkib/instant-id/predictionsNote that InstandID takes an image as input. You can provide URLs or base 64 strings as values for the image.
To learn more, take a look at Replicate’s HTTP API reference docs.
You can also run InstantID using other Replicate client libraries for Golang, Swift, Elixir, and others