mcai/rpg-v4 – Run with an API on Replicate

mcai / rpg-v4

Generate a new image given any input text with RPG V4

Cold

Public
58.5K runs
A100 (80GB)

Iterate in the playground

Run with an API

Playground API Examples README Versions

Input

prompt

string

Shift + Return to add a new line

a Laborwave male vampire with long Ivory hair AND entropya Laborwave male vampire with long Ivory hair AND entropy

Input prompt

Default: ""

negative_prompt

string

Shift + Return to add a new line

disfigured, kitsch, ugly, oversaturated, greain, low-res, Deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, ugly, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye, blurry, bad anatomydisfigured, kitsch, ugly, oversaturated, greain, low-res, Deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, ugly, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye, blurry, bad anatomy

Specify things to not see in the output

Default: "disfigured, kitsch, ugly, oversaturated, greain, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutation, mutated, extra limb, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye"

width

integer

Width of output image. Maximum size is 1024x768 or 768x1024 because of memory limits

Default: 512

height

integer

Height of output image. Maximum size is 1024x768 or 768x1024 because of memory limits

Default: 768

num_outputs

integer

(minimum: 1, maximum: 4)

Number of images to output.

Default: 1

num_inference_steps

integer

(minimum: 1, maximum: 500)

Number of denoising steps

Default: 30

guidance_scale

number

(minimum: 1, maximum: 20)

Scale for classifier-free guidance

Default: 7.5

scheduler

string

Choose a scheduler.

Default: "EulerAncestralDiscrete"

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=mcai/rpg-v4

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 mcai/rpg-v4 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "mcai/rpg-v4:a2d69f99475d76956b73235fc3d1f1491807f55613ed05118539ec1277fe60fc",
  {
    input: {
      width: 512,
      height: 768,
      prompt: "a Laborwave male vampire with long Ivory hair AND entropy",
      scheduler: "EulerAncestralDiscrete",
      num_outputs: 1,
      guidance_scale: 7.5,
      negative_prompt: "disfigured, kitsch, ugly, oversaturated, greain, low-res, Deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, ugly, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye, blurry, bad anatomy",
      num_inference_steps: 30
    }
  }
);

// 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 mcai/rpg-v4 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "mcai/rpg-v4:a2d69f99475d76956b73235fc3d1f1491807f55613ed05118539ec1277fe60fc",
    input={
        "width": 512,
        "height": 768,
        "prompt": "a Laborwave male vampire with long Ivory hair AND entropy",
        "scheduler": "EulerAncestralDiscrete",
        "num_outputs": 1,
        "guidance_scale": 7.5,
        "negative_prompt": "disfigured, kitsch, ugly, oversaturated, greain, low-res, Deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, ugly, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye, blurry, bad anatomy",
        "num_inference_steps": 30
    }
)
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 mcai/rpg-v4 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": "mcai/rpg-v4:a2d69f99475d76956b73235fc3d1f1491807f55613ed05118539ec1277fe60fc",
    "input": {
      "width": 512,
      "height": 768,
      "prompt": "a Laborwave male vampire with long Ivory hair AND entropy",
      "scheduler": "EulerAncestralDiscrete",
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "negative_prompt": "disfigured, kitsch, ugly, oversaturated, greain, low-res, Deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, ugly, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye, blurry, bad anatomy",
      "num_inference_steps": 30
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2023-05-15T16:19:49.454544Z",
  "created_at": "2023-05-15T16:19:42.382124Z",
  "data_removed": false,
  "error": null,
  "id": "uyyzk5xjibhybpvpmjgyykhvky",
  "input": {
    "width": "512",
    "height": "768",
    "prompt": "a Laborwave male vampire with long Ivory hair AND entropy",
    "scheduler": "EulerAncestralDiscrete",
    "num_outputs": 1,
    "guidance_scale": 7.5,
    "negative_prompt": "disfigured, kitsch, ugly, oversaturated, greain, low-res, Deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, ugly, disgusting, poorly drawn, childish, mutilated, mangled, old, surreal, calligraphy, sign, writing, watermark, text, body out of frame, extra legs, extra arms, extra feet, out of frame, poorly drawn feet, cross-eye, blurry, bad anatomy",
    "num_inference_steps": 30
  },
  "logs": "Using seed: 34426\n  0%|          | 0/30 [00:00<?, ?it/s]\n  7%|▋         | 2/30 [00:00<00:02, 12.77it/s]\n 13%|█▎        | 4/30 [00:00<00:01, 14.20it/s]\n 20%|██        | 6/30 [00:00<00:01, 14.65it/s]\n 27%|██▋       | 8/30 [00:00<00:01, 14.84it/s]\n 33%|███▎      | 10/30 [00:00<00:01, 14.08it/s]\n 40%|████      | 12/30 [00:00<00:01, 14.11it/s]\n 47%|████▋     | 14/30 [00:00<00:01, 14.06it/s]\n 53%|█████▎    | 16/30 [00:01<00:00, 14.21it/s]\n 60%|██████    | 18/30 [00:01<00:00, 14.11it/s]\n 67%|██████▋   | 20/30 [00:01<00:00, 14.25it/s]\n 73%|███████▎  | 22/30 [00:01<00:00, 14.49it/s]\n 80%|████████  | 24/30 [00:01<00:00, 14.18it/s]\n 87%|████████▋ | 26/30 [00:01<00:00, 14.24it/s]\n 93%|█████████▎| 28/30 [00:01<00:00, 14.21it/s]\n100%|██████████| 30/30 [00:02<00:00, 13.90it/s]\n100%|██████████| 30/30 [00:02<00:00, 14.14it/s]",
  "metrics": {
    "predict_time": 3.102254,
    "total_time": 7.07242
  },
  "output": [
    "https://replicate.delivery/pbxt/NTBKHh0HFpqHEJYM3RjIj6abAP2fH715OuJx1DT6xqCSbAeQA/out-0.png"
  ],
  "started_at": "2023-05-15T16:19:46.352290Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/uyyzk5xjibhybpvpmjgyykhvky",
    "cancel": "https://api.replicate.com/v1/predictions/uyyzk5xjibhybpvpmjgyykhvky/cancel"
  },
  "version": "01412d14c9124928516b83ab0970d93069b911a8e5eadc1c9bfec61851617a09"
}

Generated in

3.1 seconds

Tweak itReport

This output was created using a different version of the model, mcai/rpg-v4:01412d14.

Examples

View more examples

Run time and cost

This model costs approximately $0.0062 to run on Replicate, or 161 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 5 seconds.

Readme

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Model description

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Intended use

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Ethical considerations

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Caveats and recommendations

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