fogside/rpm_characters_concepts – Run with an API on Replicate

fogside / rpm_characters_concepts

Consistent view characters with ControlNet and Stable Diffusion fine-tuned on Ready Player Me characters based on OpenJourneyV4

Cold

Public
984 runs
A100 (80GB)
GitHub
License

Run with an API

Playground API Examples README Versions

Input

prompt

string

Shift + Return to add a new line

male, man wizard, purple and gold, shiny amulets, wide shoulders,  whimsical outfit, a magician from the world of warcraft, elfen leader, fairytale hero, glowing mushroom fantasy forest landscape, dark light nightmale, man wizard, purple and gold, shiny amulets, wide shoulders,  whimsical outfit, a magician from the world of warcraft, elfen leader, fairytale hero, glowing mushroom fantasy forest landscape, dark light night

Input prompt

Default: "japanese clothes, Jojo style, Curly top haircut"

negative_prompt

string

Shift + Return to add a new line

Specify things to not see in the output

Default: "handbag"

body_type

string

Choose body type. Only 2 are available at the moment.

Default: "feminine"

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=fogside/rpm_characters_concepts

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

const output = await replicate.run(
  "fogside/rpm_characters_concepts:146f3bdcb8cc985c67b5b27e000ac6fff6951e3f9165fdfd48925d0c8636aa2d",
  {
    input: {
      prompt: "male, man wizard, purple and gold, shiny amulets, wide shoulders,  whimsical outfit, a magician from the world of warcraft, elfen leader, fairytale hero, glowing mushroom fantasy forest landscape, dark light night",
      body_type: "masculine",
      negative_prompt: "handbag"
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

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

output = replicate.run(
    "fogside/rpm_characters_concepts:146f3bdcb8cc985c67b5b27e000ac6fff6951e3f9165fdfd48925d0c8636aa2d",
    input={
        "prompt": "male, man wizard, purple and gold, shiny amulets, wide shoulders,  whimsical outfit, a magician from the world of warcraft, elfen leader, fairytale hero, glowing mushroom fantasy forest landscape, dark light night",
        "body_type": "masculine",
        "negative_prompt": "handbag"
    }
)
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 fogside/rpm_characters_concepts 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": "146f3bdcb8cc985c67b5b27e000ac6fff6951e3f9165fdfd48925d0c8636aa2d",
    "input": {
      "prompt": "male, man wizard, purple and gold, shiny amulets, wide shoulders,  whimsical outfit, a magician from the world of warcraft, elfen leader, fairytale hero, glowing mushroom fantasy forest landscape, dark light night",
      "body_type": "masculine",
      "negative_prompt": "handbag"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2023-05-07T17:03:07.711046Z",
  "created_at": "2023-05-07T17:02:59.029791Z",
  "data_removed": false,
  "error": null,
  "id": "xfgmefp6azfnrjzwb7bylkikma",
  "input": {
    "prompt": "male, man wizard, purple and gold, shiny amulets, wide shoulders,  whimsical outfit, a magician from the world of warcraft, elfen leader, fairytale hero, glowing mushroom fantasy forest landscape, dark light night",
    "body_type": "masculine",
    "negative_prompt": "handbag"
  },
  "logs": "Using seed: 64338\n  0%|          | 0/20 [00:00<?, ?it/s]\n  5%|▌         | 1/20 [00:00<00:15,  1.26it/s]\n 10%|█         | 2/20 [00:00<00:07,  2.55it/s]\n 15%|█▌        | 3/20 [00:01<00:04,  3.87it/s]\n 25%|██▌       | 5/20 [00:01<00:02,  5.94it/s]\n 35%|███▌      | 7/20 [00:01<00:01,  7.27it/s]\n 40%|████      | 8/20 [00:01<00:01,  7.77it/s]\n 50%|█████     | 10/20 [00:01<00:01,  8.56it/s]\n 60%|██████    | 12/20 [00:01<00:00,  9.04it/s]\n 65%|██████▌   | 13/20 [00:02<00:00,  9.20it/s]\n 70%|███████   | 14/20 [00:02<00:00,  9.34it/s]\n 75%|███████▌  | 15/20 [00:02<00:00,  9.49it/s]\n 85%|████████▌ | 17/20 [00:02<00:00,  9.72it/s]\n 90%|█████████ | 18/20 [00:02<00:00,  9.48it/s]\n 95%|█████████▌| 19/20 [00:02<00:00,  9.58it/s]\n100%|██████████| 20/20 [00:02<00:00,  9.64it/s]\n100%|██████████| 20/20 [00:02<00:00,  7.35it/s]\n  0%|          | 0/5 [00:00<?, ?it/s]\n 20%|██        | 1/5 [00:00<00:02,  1.54it/s]\n 40%|████      | 2/5 [00:00<00:01,  2.76it/s]\n 60%|██████    | 3/5 [00:00<00:00,  3.71it/s]\n 80%|████████  | 4/5 [00:01<00:00,  4.47it/s]\n100%|██████████| 5/5 [00:01<00:00,  5.05it/s]\n100%|██████████| 5/5 [00:01<00:00,  3.92it/s]\n  0%|          | 0/7 [00:00<?, ?it/s]\n 14%|█▍        | 1/7 [00:00<00:03,  1.82it/s]\n 43%|████▎     | 3/7 [00:00<00:00,  5.41it/s]\n 71%|███████▏  | 5/7 [00:00<00:00,  8.23it/s]\n100%|██████████| 7/7 [00:00<00:00, 10.71it/s]\n100%|██████████| 7/7 [00:00<00:00,  7.80it/s]",
  "metrics": {
    "predict_time": 8.629553,
    "total_time": 8.681255
  },
  "output": [
    "https://replicate.delivery/pbxt/3tN1IX4Ag367FVW4dFJ77wD3YUCEzZeu2P4N2BnzXcLlXscIA/out-0.png"
  ],
  "started_at": "2023-05-07T17:02:59.081493Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/xfgmefp6azfnrjzwb7bylkikma",
    "cancel": "https://api.replicate.com/v1/predictions/xfgmefp6azfnrjzwb7bylkikma/cancel"
  },
  "version": "616d68938cbacdbb382dedca6214c4795bb540beba6bc941d8f1cf54c16495d9"
}

Generated in

8.6 seconds

Tweak itReport

This output was created using a different version of the model, fogside/rpm_characters_concepts:616d6893.

Examples

View more examples

Run time and cost

This model costs approximately $0.014 to run on Replicate, or 71 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia A100 (80GB) GPU hardware. Predictions typically complete within 11 seconds. The predict time for this model varies significantly based on the inputs.

Readme

This model generates 2 consistent views of characters from a text description. It uses ControlNet v1.1 and StableDiffusion v1.5 with diffusers library. You can use long prompts with Automatic1111 brackets syntax. It is also open sourced and you can run it with Docker: