Prediction

Model

iordcalin/material-transfer:2f640c88

ph0g7a9jvdrgj0cf6qha7b74w4

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

11.8s

Created

over 1 year ago by fofr

Webhook

–

Input

material_image: https://replicate.delivery/pbxt/KqS0L9BvaN0MsGQ5v9X1AIuzCbeb5jXYWDVRqmQelQB2qPGP/image.png
subject_image: https://replicate.delivery/pbxt/KqS0LyQoJuCpq0D0eQEmcKVuFtT7WJfuxb1pxmaLtk7kpwSt/image.png
prompt: delicate ruby model of a bird
guidance_scale: 2
steps: 12
max_width: 1920
max_height: 1920
material_strength: medium
return_intermediate_images: false
output_format: webp
output_quality: 80

{
  "guidance_scale": 2,
  "material_image": "https://replicate.delivery/pbxt/KqS0L9BvaN0MsGQ5v9X1AIuzCbeb5jXYWDVRqmQelQB2qPGP/image.png",
  "material_strength": "medium",
  "max_height": 1920,
  "max_width": 1920,
  "output_format": "webp",
  "output_quality": 80,
  "prompt": "delicate ruby model of a bird",
  "return_intermediate_images": false,
  "steps": 12,
  "subject_image": "https://replicate.delivery/pbxt/KqS0LyQoJuCpq0D0eQEmcKVuFtT7WJfuxb1pxmaLtk7kpwSt/image.png"
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_RpM**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";
import fs from "node:fs";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run iordcalin/material-transfer using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "iordcalin/material-transfer:2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0",
  {
    input: {
      guidance_scale: 2,
      material_image: "https://replicate.delivery/pbxt/KqS0L9BvaN0MsGQ5v9X1AIuzCbeb5jXYWDVRqmQelQB2qPGP/image.png",
      material_strength: "medium",
      max_height: 1920,
      max_width: 1920,
      output_format: "webp",
      output_quality: 80,
      prompt: "delicate ruby model of a bird",
      return_intermediate_images: false,
      steps: 12,
      subject_image: "https://replicate.delivery/pbxt/KqS0LyQoJuCpq0D0eQEmcKVuFtT7WJfuxb1pxmaLtk7kpwSt/image.png"
    }
  }
);

// 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=r8_RpM**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run iordcalin/material-transfer using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "iordcalin/material-transfer:2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0",
    input={
        "guidance_scale": 2,
        "material_image": "https://replicate.delivery/pbxt/KqS0L9BvaN0MsGQ5v9X1AIuzCbeb5jXYWDVRqmQelQB2qPGP/image.png",
        "material_strength": "medium",
        "max_height": 1920,
        "max_width": 1920,
        "output_format": "webp",
        "output_quality": 80,
        "prompt": "delicate ruby model of a bird",
        "return_intermediate_images": False,
        "steps": 12,
        "subject_image": "https://replicate.delivery/pbxt/KqS0LyQoJuCpq0D0eQEmcKVuFtT7WJfuxb1pxmaLtk7kpwSt/image.png"
    }
)

# To access the file URL:
print(output[0].url())
#=> "http://example.com"

# To write the file to disk:
with open("my-image.png", "wb") as file:
    file.write(output[0].read())

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=r8_RpM**********************************

This is your API token. Keep it to yourself.

Run iordcalin/material-transfer 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": "iordcalin/material-transfer:2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0",
    "input": {
      "guidance_scale": 2,
      "material_image": "https://replicate.delivery/pbxt/KqS0L9BvaN0MsGQ5v9X1AIuzCbeb5jXYWDVRqmQelQB2qPGP/image.png",
      "material_strength": "medium",
      "max_height": 1920,
      "max_width": 1920,
      "output_format": "webp",
      "output_quality": 80,
      "prompt": "delicate ruby model of a bird",
      "return_intermediate_images": false,
      "steps": 12,
      "subject_image": "https://replicate.delivery/pbxt/KqS0LyQoJuCpq0D0eQEmcKVuFtT7WJfuxb1pxmaLtk7kpwSt/image.png"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "id": "ph0g7a9jvdrgj0cf6qha7b74w4",
  "model": "iordcalin/material-transfer",
  "version": "2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0",
  "input": {
    "guidance_scale": 2,
    "material_image": "https://replicate.delivery/pbxt/KqS0L9BvaN0MsGQ5v9X1AIuzCbeb5jXYWDVRqmQelQB2qPGP/image.png",
    "material_strength": "medium",
    "max_height": 1920,
    "max_width": 1920,
    "output_format": "webp",
    "output_quality": 80,
    "prompt": "delicate ruby model of a bird",
    "return_intermediate_images": false,
    "steps": 12,
    "subject_image": "https://replicate.delivery/pbxt/KqS0LyQoJuCpq0D0eQEmcKVuFtT7WJfuxb1pxmaLtk7kpwSt/image.png"
  },
  "logs": "Random seed set to: 1637856312\nChecking inputs\n✅ /tmp/inputs/subject.png\n✅ /tmp/inputs/material.png\n====================================\nChecking weights\nIncluding weights for IPAdapter preset: STANDARD (medium strength)\n✅ sk_model2.pth\n✅ ip-adapter_sd15.safetensors\n✅ ip-adapter_sdxl_vit-h.safetensors\n✅ t2i-adapter_diffusers_xl_lineart.safetensors\n✅ depth_anything_vitb14.pth\n✅ depth_anything_vitl14.pth\n✅ CLIP-ViT-H-14-laion2B-s32B-b79K.safetensors\n✅ depth_anything_vits14.pth\n✅ t2i-adapter_diffusers_xl_depth_midas.safetensors\n✅ juggernautXL_juggernautX.safetensors\n✅ sk_model.pth\n====================================\nRunning workflow\ngot prompt\nExecuting node 46, title: Load Image, class type: LoadImage\nExecuting node 47, title: 🔧 Image Crop, class type: ImageCrop+\nExecuting node 58, title: Preview Image, class type: PreviewImage\nExecuting node 45, title: IPAdapter Advanced, class type: IPAdapterAdvanced\nExecuting node 48, title: Differential Diffusion, class type: DifferentialDiffusion\nExecuting node 49, title: RescaleCFG, class type: RescaleCFG\nExecuting node 6, title: CLIP Text Encode (Prompt), class type: CLIPTextEncode\nExecuting node 41, title: InpaintModelConditioning, class type: InpaintModelConditioning\nExecuting node 50, title: Apply ControlNet (Advanced), class type: ControlNetApplyAdvanced\nExecuting node 52, title: Apply ControlNet (Advanced), class type: ControlNetApplyAdvanced\nExecuting node 10, title: KSampler (Efficient), class type: KSampler (Efficient)\nRequested to load SDXL\nLoading 1 new model\n  0%|          | 0/12 [00:00<?, ?it/s]\n  8%|▊         | 1/12 [00:00<00:08,  1.33it/s]\n 17%|█▋        | 2/12 [00:01<00:05,  1.73it/s]\n 25%|██▌       | 3/12 [00:01<00:04,  1.91it/s]\n 33%|███▎      | 4/12 [00:02<00:03,  2.01it/s]\n 42%|████▏     | 5/12 [00:02<00:03,  2.08it/s]\n 50%|█████     | 6/12 [00:03<00:02,  2.12it/s]\n 58%|█████▊    | 7/12 [00:03<00:02,  2.15it/s]\n 67%|██████▋   | 8/12 [00:03<00:01,  2.17it/s]\n 75%|███████▌  | 9/12 [00:04<00:01,  2.18it/s]\n 83%|████████▎ | 10/12 [00:04<00:00,  2.21it/s]\n 92%|█████████▏| 11/12 [00:05<00:00,  2.27it/s]\n100%|██████████| 12/12 [00:05<00:00,  2.72it/s]\n100%|██████████| 12/12 [00:05<00:00,  2.21it/s]\nExecuting node 9, title: Save Image, class type: SaveImage\nPrompt executed in 8.05 seconds\noutputs:  {'56': {'images': [{'filename': 'ComfyUI_temp_sxdyu_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '57': {'images': [{'filename': 'ComfyUI_temp_mvubh_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '39': {'images': [{'filename': 'ComfyUI_temp_oessj_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '40': {'images': [{'filename': 'ComfyUI_temp_pecmx_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '58': {'images': [{'filename': 'ComfyUI_temp_qjpvz_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '10': {'images': [{'filename': 'ComfyUI_temp_ygbim_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '9': {'images': [{'filename': 'ComfyUI_00001_.png', 'subfolder': '', 'type': 'output'}]}}\n====================================\nContents of /tmp/outputs:\nComfyUI_00001_.png",
  "output": [
    "https://replicate.delivery/pbxt/j9VxP7h07NYkMJlLgg9CeZm06FIei6IYuG9AGlBzAarKqFwSA/ComfyUI_00001_.webp"
  ],
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2024-05-01T20:39:27.707Z",
  "started_at": "2024-05-01T20:39:27.74619Z",
  "completed_at": "2024-05-01T20:39:39.473008Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/ph0g7a9jvdrgj0cf6qha7b74w4/cancel",
    "get": "https://api.replicate.com/v1/predictions/ph0g7a9jvdrgj0cf6qha7b74w4",
    "web": "https://replicate.com/p/ph0g7a9jvdrgj0cf6qha7b74w4"
  },
  "metrics": {
    "predict_time": 11.726818,
    "total_time": 11.766008
  }
}

Generated in

11.7 seconds

Tweak it Report

Random seed set to: 1637856312 Checking inputs ✅ /tmp/inputs/subject.png ✅ /tmp/inputs/material.png ==================================== Checking weights Including weights for IPAdapter preset: STANDARD (medium strength) ✅ sk_model2.pth ✅ ip-adapter_sd15.safetensors ✅ ip-adapter_sdxl_vit-h.safetensors ✅ t2i-adapter_diffusers_xl_lineart.safetensors ✅ depth_anything_vitb14.pth ✅ depth_anything_vitl14.pth ✅ CLIP-ViT-H-14-laion2B-s32B-b79K.safetensors ✅ depth_anything_vits14.pth ✅ t2i-adapter_diffusers_xl_depth_midas.safetensors ✅ juggernautXL_juggernautX.safetensors ✅ sk_model.pth ==================================== Running workflow got prompt Executing node 46, title: Load Image, class type: LoadImage Executing node 47, title: 🔧 Image Crop, class type: ImageCrop+ Executing node 58, title: Preview Image, class type: PreviewImage Executing node 45, title: IPAdapter Advanced, class type: IPAdapterAdvanced Executing node 48, title: Differential Diffusion, class type: DifferentialDiffusion Executing node 49, title: RescaleCFG, class type: RescaleCFG Executing node 6, title: CLIP Text Encode (Prompt), class type: CLIPTextEncode Executing node 41, title: InpaintModelConditioning, class type: InpaintModelConditioning Executing node 50, title: Apply ControlNet (Advanced), class type: ControlNetApplyAdvanced Executing node 52, title: Apply ControlNet (Advanced), class type: ControlNetApplyAdvanced Executing node 10, title: KSampler (Efficient), class type: KSampler (Efficient) Requested to load SDXL Loading 1 new model 0%| | 0/12 [00:00<?, ?it/s] 8%|▊ | 1/12 [00:00<00:08, 1.33it/s] 17%|█▋ | 2/12 [00:01<00:05, 1.73it/s] 25%|██▌ | 3/12 [00:01<00:04, 1.91it/s] 33%|███▎ | 4/12 [00:02<00:03, 2.01it/s] 42%|████▏ | 5/12 [00:02<00:03, 2.08it/s] 50%|█████ | 6/12 [00:03<00:02, 2.12it/s] 58%|█████▊ | 7/12 [00:03<00:02, 2.15it/s] 67%|██████▋ | 8/12 [00:03<00:01, 2.17it/s] 75%|███████▌ | 9/12 [00:04<00:01, 2.18it/s] 83%|████████▎ | 10/12 [00:04<00:00, 2.21it/s] 92%|█████████▏| 11/12 [00:05<00:00, 2.27it/s] 100%|██████████| 12/12 [00:05<00:00, 2.72it/s] 100%|██████████| 12/12 [00:05<00:00, 2.21it/s] Executing node 9, title: Save Image, class type: SaveImage Prompt executed in 8.05 seconds outputs: {'56': {'images': [{'filename': 'ComfyUI_temp_sxdyu_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '57': {'images': [{'filename': 'ComfyUI_temp_mvubh_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '39': {'images': [{'filename': 'ComfyUI_temp_oessj_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '40': {'images': [{'filename': 'ComfyUI_temp_pecmx_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '58': {'images': [{'filename': 'ComfyUI_temp_qjpvz_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '10': {'images': [{'filename': 'ComfyUI_temp_ygbim_00001_.png', 'subfolder': '', 'type': 'temp'}]}, '9': {'images': [{'filename': 'ComfyUI_00001_.png', 'subfolder': '', 'type': 'output'}]}} ==================================== Contents of /tmp/outputs: ComfyUI_00001_.png