Prediction

stability-ai/sdxl:c221b2b8

Model

stability-ai/sdxl:c221b2b8

jkgpfc3bhjapvmlfqkvdhpdeta

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

4.6s

Created

over 1 year ago by @scenaristeur

Input

width: 768
height: 768
prompt: An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran "KieranParsons" Parsons.
refine: expert_ensemble_refiner
scheduler: K_EULER
lora_scale: 0.6
num_outputs: 1
guidance_scale: 7.5
apply_watermark
high_noise_frac: 0.8
negative_prompt
prompt_strength: 0.8
num_inference_steps: 25

{
  "width": 768,
  "height": 768,
  "prompt": "An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \"KieranParsons\" Parsons.",
  "refine": "expert_ensemble_refiner",
  "scheduler": "K_EULER",
  "lora_scale": 0.6,
  "num_outputs": 1,
  "guidance_scale": 7.5,
  "apply_watermark": false,
  "high_noise_frac": 0.8,
  "negative_prompt": "",
  "prompt_strength": 0.8,
  "num_inference_steps": 25
}

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

const output = await replicate.run(
  "stability-ai/sdxl:c221b2b8ef527988fb59bf24a8b97c4561f1c671f73bd389f866bfb27c061316",
  {
    input: {
      width: 768,
      height: 768,
      prompt: "An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \"KieranParsons\" Parsons.",
      refine: "expert_ensemble_refiner",
      scheduler: "K_EULER",
      lora_scale: 0.6,
      num_outputs: 1,
      guidance_scale: 7.5,
      apply_watermark: false,
      high_noise_frac: 0.8,
      negative_prompt: "",
      prompt_strength: 0.8,
      num_inference_steps: 25
    }
  }
);
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 stability-ai/sdxl using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "stability-ai/sdxl:c221b2b8ef527988fb59bf24a8b97c4561f1c671f73bd389f866bfb27c061316",
    input={
        "width": 768,
        "height": 768,
        "prompt": "An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \"KieranParsons\" Parsons.",
        "refine": "expert_ensemble_refiner",
        "scheduler": "K_EULER",
        "lora_scale": 0.6,
        "num_outputs": 1,
        "guidance_scale": 7.5,
        "apply_watermark": False,
        "high_noise_frac": 0.8,
        "negative_prompt": "",
        "prompt_strength": 0.8,
        "num_inference_steps": 25
    }
)
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 stability-ai/sdxl 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": "c221b2b8ef527988fb59bf24a8b97c4561f1c671f73bd389f866bfb27c061316",
    "input": {
      "width": 768,
      "height": 768,
      "prompt": "An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \\"KieranParsons\\" Parsons.",
      "refine": "expert_ensemble_refiner",
      "scheduler": "K_EULER",
      "lora_scale": 0.6,
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "apply_watermark": false,
      "high_noise_frac": 0.8,
      "negative_prompt": "",
      "prompt_strength": 0.8,
      "num_inference_steps": 25
    }
  }' \
  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/stability-ai/sdxl@sha256:c221b2b8ef527988fb59bf24a8b97c4561f1c671f73bd389f866bfb27c061316 \
  -i 'width=768' \
  -i 'height=768' \
  -i $'prompt="An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \\"KieranParsons\\" Parsons."' \
  -i 'refine="expert_ensemble_refiner"' \
  -i 'scheduler="K_EULER"' \
  -i 'lora_scale=0.6' \
  -i 'num_outputs=1' \
  -i 'guidance_scale=7.5' \
  -i 'apply_watermark=false' \
  -i 'high_noise_frac=0.8' \
  -i 'negative_prompt=""' \
  -i 'prompt_strength=0.8' \
  -i 'num_inference_steps=25'

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/stability-ai/sdxl@sha256:c221b2b8ef527988fb59bf24a8b97c4561f1c671f73bd389f866bfb27c061316
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "width": 768,
      "height": 768,
      "prompt": "An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \\"KieranParsons\\" Parsons.",
      "refine": "expert_ensemble_refiner",
      "scheduler": "K_EULER",
      "lora_scale": 0.6,
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "apply_watermark": false,
      "high_noise_frac": 0.8,
      "negative_prompt": "",
      "prompt_strength": 0.8,
      "num_inference_steps": 25
    }
  }' \
  http://localhost:5000/predictions

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

Output

{
  "completed_at": "2023-10-22T21:24:09.522728Z",
  "created_at": "2023-10-22T21:24:04.914880Z",
  "data_removed": false,
  "error": null,
  "id": "jkgpfc3bhjapvmlfqkvdhpdeta",
  "input": {
    "width": 768,
    "height": 768,
    "prompt": "An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \"KieranParsons\" Parsons.",
    "refine": "expert_ensemble_refiner",
    "scheduler": "K_EULER",
    "lora_scale": 0.6,
    "num_outputs": 1,
    "guidance_scale": 7.5,
    "apply_watermark": false,
    "high_noise_frac": 0.8,
    "negative_prompt": "",
    "prompt_strength": 0.8,
    "num_inference_steps": 25
  },
  "logs": "Using seed: 20320\nPrompt: An image of Curious, Astronaut, exploring alien flora, moody lighting style, detailed, realistic, trending on artstation, in style of concept artist Scott R. Kessler, digital painter Benoit Courty and 3D artist Kieran \"KieranParsons\" Parsons.\ntxt2img mode\n  0%|          | 0/16 [00:00<?, ?it/s]\n  6%|▋         | 1/16 [00:00<00:01,  8.19it/s]\n 12%|█▎        | 2/16 [00:00<00:01,  8.10it/s]\n 19%|█▉        | 3/16 [00:00<00:01,  8.08it/s]\n 25%|██▌       | 4/16 [00:00<00:01,  8.06it/s]\n 31%|███▏      | 5/16 [00:00<00:01,  8.03it/s]\n 38%|███▊      | 6/16 [00:00<00:01,  8.03it/s]\n 44%|████▍     | 7/16 [00:00<00:01,  8.03it/s]\n 50%|█████     | 8/16 [00:00<00:00,  8.03it/s]\n 56%|█████▋    | 9/16 [00:01<00:00,  8.02it/s]\n 62%|██████▎   | 10/16 [00:01<00:00,  8.00it/s]\n 69%|██████▉   | 11/16 [00:01<00:00,  8.00it/s]\n 75%|███████▌  | 12/16 [00:01<00:00,  8.01it/s]\n 81%|████████▏ | 13/16 [00:01<00:00,  8.01it/s]\n 88%|████████▊ | 14/16 [00:01<00:00,  8.00it/s]\n 94%|█████████▍| 15/16 [00:01<00:00,  8.00it/s]\n100%|██████████| 16/16 [00:01<00:00,  8.01it/s]\n100%|██████████| 16/16 [00:01<00:00,  8.03it/s]\n  0%|          | 0/5 [00:00<?, ?it/s]\n 20%|██        | 1/5 [00:00<00:00,  7.67it/s]\n 40%|████      | 2/5 [00:00<00:00,  7.62it/s]\n 60%|██████    | 3/5 [00:00<00:00,  7.61it/s]\n 80%|████████  | 4/5 [00:00<00:00,  7.60it/s]\n100%|██████████| 5/5 [00:00<00:00,  7.61it/s]\n100%|██████████| 5/5 [00:00<00:00,  7.61it/s]",
  "metrics": {
    "predict_time": 4.669162,
    "total_time": 4.607848
  },
  "output": [
    "https://pbxt.replicate.delivery/oA5w9CwBtobHB5Ma36iCl1PqoSHeff2vOnCYJOeqvlniPRDHB/out-0.png"
  ],
  "started_at": "2023-10-22T21:24:04.853566Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/jkgpfc3bhjapvmlfqkvdhpdeta",
    "cancel": "https://api.replicate.com/v1/predictions/jkgpfc3bhjapvmlfqkvdhpdeta/cancel"
  },
  "version": "c221b2b8ef527988fb59bf24a8b97c4561f1c671f73bd389f866bfb27c061316"
}

Generated in

4.7 seconds

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