camenduru/lgm:d2870893 – Run with an API on Replicate

Version

You're looking at a specific version of this model. Jump to the model overview.

camenduru /lgm:d2870893

Playground API

Input

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

npx create-replicate --model=camenduru/lgm

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

const output = await replicate.run(
  "camenduru/lgm:d2870893aa115773465a823fe70fd446673604189843f39a99642dd9171e05e2",
  {
    input: {
      seed: 42,
      prompt: "a songbird",
      input_image: "https://replicate.delivery/pbxt/KN0hQI9pYB3NOpHLqktkkQIblwpXt0IG7qI90n5hEnmV9kvo/bird_rgba.png",
      negative_prompt: "ugly, blurry, pixelated obscure, unnatural colors, poor lighting, dull, unclear, cropped, lowres, low quality, artifacts, duplicate"
    }
  }
);
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 camenduru/lgm using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "camenduru/lgm:d2870893aa115773465a823fe70fd446673604189843f39a99642dd9171e05e2",
    input={
        "seed": 42,
        "prompt": "a songbird",
        "input_image": "https://replicate.delivery/pbxt/KN0hQI9pYB3NOpHLqktkkQIblwpXt0IG7qI90n5hEnmV9kvo/bird_rgba.png",
        "negative_prompt": "ugly, blurry, pixelated obscure, unnatural colors, poor lighting, dull, unclear, cropped, lowres, low quality, artifacts, duplicate"
    }
)
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 camenduru/lgm 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": "d2870893aa115773465a823fe70fd446673604189843f39a99642dd9171e05e2",
    "input": {
      "seed": 42,
      "prompt": "a songbird",
      "input_image": "https://replicate.delivery/pbxt/KN0hQI9pYB3NOpHLqktkkQIblwpXt0IG7qI90n5hEnmV9kvo/bird_rgba.png",
      "negative_prompt": "ugly, blurry, pixelated obscure, unnatural colors, poor lighting, dull, unclear, cropped, lowres, low quality, artifacts, duplicate"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

gradio_output.ply

{
  "completed_at": "2024-02-08T22:14:43.356946Z",
  "created_at": "2024-02-08T22:10:43.378888Z",
  "data_removed": false,
  "error": null,
  "id": "jcmtajlb7eqex4as4ic3dpo4xi",
  "input": {
    "seed": 42,
    "prompt": "a songbird",
    "input_image": "https://replicate.delivery/pbxt/KN0hQI9pYB3NOpHLqktkkQIblwpXt0IG7qI90n5hEnmV9kvo/bird_rgba.png",
    "negative_prompt": "ugly, blurry, pixelated obscure, unnatural colors, poor lighting, dull, unclear, cropped, lowres, low quality, artifacts, duplicate"
  },
  "logs": "0%|          | 0/30 [00:00<?, ?it/s]\n  3%|▎         | 1/30 [00:00<00:03,  8.91it/s]\n 13%|█▎        | 4/30 [00:00<00:01, 17.00it/s]\n 23%|██▎       | 7/30 [00:00<00:01, 18.69it/s]\n 33%|███▎      | 10/30 [00:00<00:01, 19.76it/s]\n 43%|████▎     | 13/30 [00:00<00:00, 20.31it/s]\n 53%|█████▎    | 16/30 [00:00<00:00, 20.64it/s]\n 63%|██████▎   | 19/30 [00:00<00:00, 20.87it/s]\n 73%|███████▎  | 22/30 [00:01<00:00, 21.00it/s]\n 83%|████████▎ | 25/30 [00:01<00:00, 21.11it/s]\n 93%|█████████▎| 28/30 [00:01<00:00, 21.13it/s]\n100%|██████████| 30/30 [00:01<00:00, 20.29it/s]\n  0%|          | 0/180 [00:00<?, ?it/s]\n  1%|          | 1/180 [00:00<00:31,  5.70it/s]\n 22%|██▏       | 40/180 [00:00<00:00, 176.49it/s]\n 43%|████▎     | 77/180 [00:00<00:00, 250.29it/s]\n 63%|██████▎   | 114/180 [00:00<00:00, 292.23it/s]\n 82%|████████▏ | 147/180 [00:00<00:00, 298.27it/s]\n100%|██████████| 180/180 [00:00<00:00, 265.13it/s]",
  "metrics": {
    "predict_time": 19.012171,
    "total_time": 239.978058
  },
  "output": [
    "https://replicate.delivery/pbxt/UYQDuTakJJYBPtVUbLA8l7ddav3eozIf8xRle0zlefUQJCmSC/gradio_output.mp4",
    "https://replicate.delivery/pbxt/UvKKgNj9mT7pIVHzwerhcjkp5cMH4FS5emPVghk2qyzMRwUSA/gradio_output.ply"
  ],
  "started_at": "2024-02-08T22:14:24.344775Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/jcmtajlb7eqex4as4ic3dpo4xi",
    "cancel": "https://api.replicate.com/v1/predictions/jcmtajlb7eqex4as4ic3dpo4xi/cancel"
  },
  "version": "d2870893aa115773465a823fe70fd446673604189843f39a99642dd9171e05e2"
}

Generated in

19.0 seconds

Tweak itReport