deforum/deforum_stable_diffusion:fa562b4f – Run with an API on Replicate

Version

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deforum /deforum_stable_diffusion:fa562b4f

Playground API

Input

max_frames

integer

(minimum: 100, maximum: 1000)

Number of frames for animation

Default: 300

animation_prompts

string

Shift + Return to add a new line

0: a beautiful portrait of a woman by Artgerm, trending on Artstation0: a beautiful portrait of a woman by Artgerm, trending on Artstation

Prompt for animation. Provide 'frame number : prompt at this frame', separate different prompts with '|'. Make sure the frame number does not exceed the max_frames.

Default: "0: a beautiful portrait of a woman by Artgerm, trending on Artstation"

angle

string

Shift + Return to add a new line

angle parameter for the motion

Default: "0:(0)"

zoom

string

Shift + Return to add a new line

zoom parameter for the motion

Default: "0: (1.04)"

translation_x

string

Shift + Return to add a new line

translation_x parameter for the motion

Default: "0: (0)"

translation_y

string

Shift + Return to add a new line

translation_y parameter for the motion

Default: "0: (0)"

color_coherence

string

An enumeration.

Default: "Match Frame 0 LAB"

sampler

string

An enumeration.

Default: "klms"

seed

integer

Random seed. Leave blank to randomize the seed

Run this model in Node.js with one line of code:

npx create-replicate --model=deforum/deforum_stable_diffusion

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run deforum/deforum_stable_diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "deforum/deforum_stable_diffusion:fa562b4f01ab781ce19720e2d5604e55327dfe678a263b34e3604b4efdc6b3eb",
  {
    input: {
      zoom: "0: (1.04)",
      angle: "0:(0)",
      sampler: "klms",
      max_frames: 300,
      translation_x: "0: (0)",
      translation_y: "0: (0)",
      color_coherence: "Match Frame 0 LAB",
      animation_prompts: "0: a beautiful portrait of a woman by Artgerm, trending on Artstation"
    }
  }
);
console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run deforum/deforum_stable_diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "deforum/deforum_stable_diffusion:fa562b4f01ab781ce19720e2d5604e55327dfe678a263b34e3604b4efdc6b3eb",
    input={
        "zoom": "0: (1.04)",
        "angle": "0:(0)",
        "sampler": "klms",
        "max_frames": 300,
        "translation_x": "0: (0)",
        "translation_y": "0: (0)",
        "color_coherence": "Match Frame 0 LAB",
        "animation_prompts": "0: a beautiful portrait of a woman by Artgerm, trending on Artstation"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run deforum/deforum_stable_diffusion 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": "fa562b4f01ab781ce19720e2d5604e55327dfe678a263b34e3604b4efdc6b3eb",
    "input": {
      "zoom": "0: (1.04)",
      "angle": "0:(0)",
      "sampler": "klms",
      "max_frames": 300,
      "translation_x": "0: (0)",
      "translation_y": "0: (0)",
      "color_coherence": "Match Frame 0 LAB",
      "animation_prompts": "0: a beautiful portrait of a woman by Artgerm, trending on Artstation"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

You can run this model locally using Cog. First, install Cog:

brew install cog

If you don’t have Homebrew, there are other installation options available.

Run this to download the model and run it in your local environment:

cog predict r8.im/deforum/deforum_stable_diffusion@sha256:fa562b4f01ab781ce19720e2d5604e55327dfe678a263b34e3604b4efdc6b3eb \
  -i 'zoom="0: (1.04)"' \
  -i 'angle="0:(0)"' \
  -i 'sampler="klms"' \
  -i 'max_frames=300' \
  -i 'translation_x="0: (0)"' \
  -i 'translation_y="0: (0)"' \
  -i 'color_coherence="Match Frame 0 LAB"' \
  -i 'animation_prompts="0: a beautiful portrait of a woman by Artgerm, trending on Artstation"'

To learn more, take a look at the Cog documentation.

Run this to download the model and run it in your local environment:

docker run -d -p 5000:5000 --gpus=all r8.im/deforum/deforum_stable_diffusion@sha256:fa562b4f01ab781ce19720e2d5604e55327dfe678a263b34e3604b4efdc6b3eb
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "zoom": "0: (1.04)",
      "angle": "0:(0)",
      "sampler": "klms",
      "max_frames": 300,
      "translation_x": "0: (0)",
      "translation_y": "0: (0)",
      "color_coherence": "Match Frame 0 LAB",
      "animation_prompts": "0: a beautiful portrait of a woman by Artgerm, trending on Artstation"
    }
  }' \
  http://localhost:5000/predictions

To learn more, take a look at the Cog documentation.

Output

No output yet! Press "Submit" to start a prediction.