chenxwh/onediffusion:de9c4daa – Run with an API on Replicate

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chenxwh /onediffusion:de9c4daa

Playground API

Input

task

string

Choose a task

Default: "text2image"

prompt

string

Shift + Return to add a new line

A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat's gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat's gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.

Input prompt.

Default: "A bipedal black cat wearing a huge oversized witch hat, a wizards robe, casting a spell,in an enchanted forest. The scene is filled with fireflies and moss on surrounding rocks and trees"

negative_prompt

string

Shift + Return to add a new line

monochrome, greyscale, low-res, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputationmonochrome, greyscale, low-res, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation

Specify things to not see in the output

Default: "monochrome, greyscale, low-res, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation"

image1

file

Preview

First input image for img2img tasks

image2

file

Optional, second input image for img2img tasks

image3

file

Optinal, third input image for img2img tasks

use_input_image_size

boolean

Set the dimension of the output image the same as the input image

Default: false

width

integer

Width of output image. Ignored when use_input_image_size is set to True

Default: 1024

height

integer

Height of output image. Ignored when use_input_image_size is set to True

Default: 1024

num_inference_steps

integer

(minimum: 1, maximum: 500)

Number of denoising steps

Default: 50

guidance_scale

number

(minimum: 1, maximum: 20)

Scale for classifier-free guidance

Default: 4

seed

integer

Random seed. Leave blank to randomize the seed

denoise_mask

string

Shift + Return to add a new line

Denoise mask for output images, comma-separated 0s or/and 1s

Default: "0"

azimuth

string

Shift + Return to add a new line

Azimuths degrees, comma-separated, for multiview generation

Default: "0"

elevation

string

Shift + Return to add a new line

Elevations degrees, comma-separated, for multiview generation

Default: "0"

distance

string

Shift + Return to add a new line

Distances, comma-separated, for multiview generation

Default: "1.5"

focal_length

number

Focal Length of camera for multiview generation

Default: 1.3887

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

npx create-replicate --model=chenxwh/onediffusion

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

const output = await replicate.run(
  "chenxwh/onediffusion:de9c4daae9e4792c9525e3fe6e605090bdaba107b0336eb873cc97336ec1a126",
  {
    input: {
      task: "multiview",
      width: 1024,
      height: 1024,
      image1: "https://replicate.delivery/pbxt/MEdVTm6cjWH1LxPCFbJjkvWUAhvRp8VNLPWgXFdIgb44jYW2/cat_on_table.webp",
      prompt: "A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat's gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.",
      azimuth: "0,20,40,60",
      distance: "1.5,1.5,1.5,1.5",
      elevation: "0,0,0,0",
      denoise_mask: "0, 0, 1, 0, 1, 0, 1, 0",
      focal_length: 1.3887,
      guidance_scale: 4,
      negative_prompt: "monochrome, greyscale, low-res, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
      num_inference_steps: 50,
      use_input_image_size: false
    }
  }
);
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 chenxwh/onediffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "chenxwh/onediffusion:de9c4daae9e4792c9525e3fe6e605090bdaba107b0336eb873cc97336ec1a126",
    input={
        "task": "multiview",
        "width": 1024,
        "height": 1024,
        "image1": "https://replicate.delivery/pbxt/MEdVTm6cjWH1LxPCFbJjkvWUAhvRp8VNLPWgXFdIgb44jYW2/cat_on_table.webp",
        "prompt": "A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat's gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.",
        "azimuth": "0,20,40,60",
        "distance": "1.5,1.5,1.5,1.5",
        "elevation": "0,0,0,0",
        "denoise_mask": "0, 0, 1, 0, 1, 0, 1, 0",
        "focal_length": 1.3887,
        "guidance_scale": 4,
        "negative_prompt": "monochrome, greyscale, low-res, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
        "num_inference_steps": 50,
        "use_input_image_size": False
    }
)
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 chenxwh/onediffusion 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": "de9c4daae9e4792c9525e3fe6e605090bdaba107b0336eb873cc97336ec1a126",
    "input": {
      "task": "multiview",
      "width": 1024,
      "height": 1024,
      "image1": "https://replicate.delivery/pbxt/MEdVTm6cjWH1LxPCFbJjkvWUAhvRp8VNLPWgXFdIgb44jYW2/cat_on_table.webp",
      "prompt": "A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat\'s gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.",
      "azimuth": "0,20,40,60",
      "distance": "1.5,1.5,1.5,1.5",
      "elevation": "0,0,0,0",
      "denoise_mask": "0, 0, 1, 0, 1, 0, 1, 0",
      "focal_length": 1.3887,
      "guidance_scale": 4,
      "negative_prompt": "monochrome, greyscale, low-res, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
      "num_inference_steps": 50,
      "use_input_image_size": false
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2024-12-30T16:06:22.679306Z",
  "created_at": "2024-12-30T16:00:04.321000Z",
  "data_removed": false,
  "error": null,
  "id": "9hwjebdww5rma0cm315v59az70",
  "input": {
    "task": "multiview",
    "width": 1024,
    "height": 1024,
    "image1": "https://replicate.delivery/pbxt/MEdVTm6cjWH1LxPCFbJjkvWUAhvRp8VNLPWgXFdIgb44jYW2/cat_on_table.webp",
    "prompt": "A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat's gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.",
    "azimuth": "0,20,40,60",
    "distance": "1.5,1.5,1.5,1.5",
    "elevation": "0,0,0,0",
    "denoise_mask": "0, 0, 1, 0, 1, 0, 1, 0",
    "focal_length": 1.3887,
    "guidance_scale": 4,
    "negative_prompt": "monochrome, greyscale, low-res, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
    "num_inference_steps": 50,
    "use_input_image_size": false
  },
  "logs": "Using width, height: 1024, 1024\nUsing seed: 50778\nUsing prompt: [[multiview]] A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat's gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.\n/src/onediffusion/diffusion/pipelines/image_processor.py:572: FutureWarning: Passing `image` as torch tensor with value range in [-1,1] is deprecated. The expected value range for image tensor is [0,1] when passing as pytorch tensor or numpy Array. You passed `image` with value range [-1.0,1.0]\nwarnings.warn(\n  0%|          | 0/50 [00:00<?, ?it/s]\n  2%|▏         | 1/50 [00:06<05:12,  6.38s/it]\n  4%|▍         | 2/50 [00:12<05:05,  6.37s/it]\n  6%|▌         | 3/50 [00:19<05:00,  6.38s/it]\n  8%|▊         | 4/50 [00:25<04:54,  6.41s/it]\n 10%|█         | 5/50 [00:32<04:49,  6.43s/it]\n 12%|█▏        | 6/50 [00:38<04:43,  6.44s/it]\n 14%|█▍        | 7/50 [00:44<04:37,  6.45s/it]\n 16%|█▌        | 8/50 [00:51<04:31,  6.47s/it]\n 18%|█▊        | 9/50 [00:58<04:25,  6.49s/it]\n 20%|██        | 10/50 [01:04<04:19,  6.49s/it]\n 22%|██▏       | 11/50 [01:11<04:13,  6.49s/it]\n 24%|██▍       | 12/50 [01:17<04:06,  6.50s/it]\n 26%|██▌       | 13/50 [01:24<04:00,  6.50s/it]\n 28%|██▊       | 14/50 [01:30<03:54,  6.51s/it]\n 30%|███       | 15/50 [01:37<03:48,  6.52s/it]\n 32%|███▏      | 16/50 [01:43<03:41,  6.53s/it]\n 34%|███▍      | 17/50 [01:50<03:35,  6.53s/it]\n 36%|███▌      | 18/50 [01:56<03:29,  6.54s/it]\n 38%|███▊      | 19/50 [02:03<03:22,  6.55s/it]\n 40%|████      | 20/50 [02:09<03:16,  6.55s/it]\n 42%|████▏     | 21/50 [02:16<03:09,  6.55s/it]\n 44%|████▍     | 22/50 [02:22<03:03,  6.55s/it]\n 46%|████▌     | 23/50 [02:29<02:57,  6.56s/it]\n 48%|████▊     | 24/50 [02:36<02:50,  6.56s/it]\n 50%|█████     | 25/50 [02:42<02:43,  6.55s/it]\n 52%|█████▏    | 26/50 [02:49<02:37,  6.55s/it]\n 54%|█████▍    | 27/50 [02:55<02:30,  6.55s/it]\n 56%|█████▌    | 28/50 [03:02<02:24,  6.55s/it]\n 58%|█████▊    | 29/50 [03:08<02:17,  6.56s/it]\n 60%|██████    | 30/50 [03:15<02:11,  6.56s/it]\n 62%|██████▏   | 31/50 [03:22<02:04,  6.57s/it]\n 64%|██████▍   | 32/50 [03:28<01:58,  6.57s/it]\n 66%|██████▌   | 33/50 [03:35<01:51,  6.57s/it]\n 68%|██████▊   | 34/50 [03:41<01:45,  6.57s/it]\n 70%|███████   | 35/50 [03:48<01:38,  6.57s/it]\n 72%|███████▏  | 36/50 [03:54<01:31,  6.57s/it]\n 74%|███████▍  | 37/50 [04:01<01:25,  6.57s/it]\n 76%|███████▌  | 38/50 [04:08<01:18,  6.57s/it]\n 78%|███████▊  | 39/50 [04:14<01:12,  6.57s/it]\n 80%|████████  | 40/50 [04:21<01:05,  6.58s/it]\n 82%|████████▏ | 41/50 [04:27<00:59,  6.57s/it]\n 84%|████████▍ | 42/50 [04:34<00:52,  6.57s/it]\n 86%|████████▌ | 43/50 [04:40<00:46,  6.58s/it]\n 88%|████████▊ | 44/50 [04:47<00:39,  6.58s/it]\n 90%|█████████ | 45/50 [04:54<00:32,  6.58s/it]\n 92%|█████████▏| 46/50 [05:00<00:26,  6.58s/it]\n 94%|█████████▍| 47/50 [05:07<00:19,  6.58s/it]\n 96%|█████████▌| 48/50 [05:13<00:13,  6.58s/it]\n 98%|█████████▊| 49/50 [05:20<00:06,  6.58s/it]\n100%|██████████| 50/50 [05:27<00:00,  6.59s/it]\n100%|██████████| 50/50 [05:27<00:00,  6.54s/it]",
  "metrics": {
    "predict_time": 329.084405959,
    "total_time": 378.358306
  },
  "output": [
    "https://replicate.delivery/xezq/gFVa0GN8OS4dARVkHf3uTBjmUjVA9Ybb33xLGylyfe183OAoA/out_0.png",
    "https://replicate.delivery/xezq/fEqyrSJefuP5NI35m2yWING2ai2NIbqVDfbl7lfZoufjftDAKA/out_1.png"
  ],
  "started_at": "2024-12-30T16:00:53.594900Z",
  "status": "succeeded",
  "urls": {
    "stream": "https://stream.replicate.com/v1/files/bcwr-gekbwiobnchom7yhg2hxihqwvzynpz6epv2wbeb5atbrqljwtluq",
    "get": "https://api.replicate.com/v1/predictions/9hwjebdww5rma0cm315v59az70",
    "cancel": "https://api.replicate.com/v1/predictions/9hwjebdww5rma0cm315v59az70/cancel"
  },
  "version": "de9c4daae9e4792c9525e3fe6e605090bdaba107b0336eb873cc97336ec1a126"
}

Generated in

5 minutes 29 seconds

Tweak it ShareReport

Using width, height: 1024, 1024
Using seed: 50778
Using prompt: [[multiview]] A cat with orange and white fur sits on a round wooden table. The cat has striking green eyes and a pink nose. Its ears are perked up, and its tail is curled around its body. The background is blurred, showing a white wall, a wooden chair, and a wooden table with a white pot and green plant. A white curtain is visible on the right side. The cat's gaze is directed slightly to the right, and its paws are white. The overall scene creates a cozy, domestic atmosphere with the cat as the central focus.
/src/onediffusion/diffusion/pipelines/image_processor.py:572: FutureWarning: Passing `image` as torch tensor with value range in [-1,1] is deprecated. The expected value range for image tensor is [0,1] when passing as pytorch tensor or numpy Array. You passed `image` with value range [-1.0,1.0]
warnings.warn(
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