mcai/dreamshaper-v6 – Run with an API on Replicate

mcai / dreamshaper-v6

Generate a new image given any input text with DreamShaper V6

Cold

Public
423.1K runs
A100 (80GB)

Run with an API

Playground API Examples README Versions

Input

prompt

string

Shift + Return to add a new line

illustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrantillustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrant

Input prompt

Default: ""

negative_prompt

string

Shift + Return to add a new line

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-eyedisfigured, 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

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/dreamshaper-v6

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/dreamshaper-v6 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "mcai/dreamshaper-v6:8b0deb0306a54dec7c6e5c955b83320f5d8b7fc659769667e0e71e56d0f488ed",
  {
    input: {
      width: 512,
      height: 768,
      prompt: "illustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrant",
      scheduler: "EulerAncestralDiscrete",
      num_outputs: 1,
      guidance_scale: 7.5,
      negative_prompt: "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",
      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/dreamshaper-v6 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "mcai/dreamshaper-v6:8b0deb0306a54dec7c6e5c955b83320f5d8b7fc659769667e0e71e56d0f488ed",
    input={
        "width": 512,
        "height": 768,
        "prompt": "illustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrant",
        "scheduler": "EulerAncestralDiscrete",
        "num_outputs": 1,
        "guidance_scale": 7.5,
        "negative_prompt": "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",
        "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/dreamshaper-v6 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": "8b0deb0306a54dec7c6e5c955b83320f5d8b7fc659769667e0e71e56d0f488ed",
    "input": {
      "width": 512,
      "height": 768,
      "prompt": "illustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrant",
      "scheduler": "EulerAncestralDiscrete",
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "negative_prompt": "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",
      "num_inference_steps": 30
    }
  }' \
  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/mcai/dreamshaper-v6@sha256:8b0deb0306a54dec7c6e5c955b83320f5d8b7fc659769667e0e71e56d0f488ed \
  -i 'width=512' \
  -i 'height=768' \
  -i 'prompt="illustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrant"' \
  -i 'scheduler="EulerAncestralDiscrete"' \
  -i 'num_outputs=1' \
  -i 'guidance_scale=7.5' \
  -i 'negative_prompt="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"' \
  -i 'num_inference_steps=30'

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/mcai/dreamshaper-v6@sha256:8b0deb0306a54dec7c6e5c955b83320f5d8b7fc659769667e0e71e56d0f488ed
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "width": 512,
      "height": 768,
      "prompt": "illustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrant",
      "scheduler": "EulerAncestralDiscrete",
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "negative_prompt": "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",
      "num_inference_steps": 30
    }
  }' \
  http://localhost:5000/predictions

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

Output

{
  "completed_at": "2023-06-01T17:22:31.301158Z",
  "created_at": "2023-06-01T17:22:28.279697Z",
  "data_removed": false,
  "error": null,
  "id": "ljqqln7r6jejhlkk6h6xacn45a",
  "input": {
    "width": "512",
    "height": "768",
    "prompt": "illustration, high resolution, 8k, 16k, high quality, realistic, real, ### Depict an open (messy) black brief case containing everyday work items for a business man, items all over the floor, phone, head phones, bedroom, crime scene, ## ambiant lighting, moody lighting, vibrant",
    "scheduler": "EulerAncestralDiscrete",
    "num_outputs": 1,
    "guidance_scale": 7.5,
    "negative_prompt": "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",
    "num_inference_steps": 30
  },
  "logs": "Using seed: 31927\n  0%|          | 0/30 [00:00<?, ?it/s]\n  7%|▋         | 2/30 [00:00<00:01, 14.29it/s]\n 13%|█▎        | 4/30 [00:00<00:01, 15.48it/s]\n 20%|██        | 6/30 [00:00<00:01, 15.51it/s]\n 27%|██▋       | 8/30 [00:00<00:01, 15.55it/s]\n 33%|███▎      | 10/30 [00:00<00:01, 15.57it/s]\n 40%|████      | 12/30 [00:00<00:01, 15.71it/s]\n 47%|████▋     | 14/30 [00:00<00:01, 15.76it/s]\n 53%|█████▎    | 16/30 [00:01<00:00, 15.83it/s]\n 60%|██████    | 18/30 [00:01<00:00, 15.63it/s]\n 67%|██████▋   | 20/30 [00:01<00:00, 15.04it/s]\n 73%|███████▎  | 22/30 [00:01<00:00, 15.39it/s]\n 80%|████████  | 24/30 [00:01<00:00, 15.73it/s]\n 87%|████████▋ | 26/30 [00:01<00:00, 16.19it/s]\n 93%|█████████▎| 28/30 [00:01<00:00, 16.46it/s]\n100%|██████████| 30/30 [00:01<00:00, 15.84it/s]\n100%|██████████| 30/30 [00:01<00:00, 15.69it/s]",
  "metrics": {
    "predict_time": 3.081191,
    "total_time": 3.021461
  },
  "output": [
    "https://replicate.delivery/pbxt/by5ffLwdy3hJgEgm0ffxPRZmEGQTPPhr9neJEO0TAhz16CNIC/out-0.png"
  ],
  "started_at": "2023-06-01T17:22:28.219967Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/ljqqln7r6jejhlkk6h6xacn45a",
    "cancel": "https://api.replicate.com/v1/predictions/ljqqln7r6jejhlkk6h6xacn45a/cancel"
  },
  "version": "8b0deb0306a54dec7c6e5c955b83320f5d8b7fc659769667e0e71e56d0f488ed"
}

Generated in

3.1 seconds

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Examples

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Run time and cost

This model costs approximately $0.0022 to run on Replicate, or 454 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 2 seconds.

Readme

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