fofr/any-comfyui-workflow 🖼️❓📝🔢✓ → 🖼️

▶️ 6.8M runs 📅 Jan 2024 ⚙️ Cog 0.15.9 🔗 GitHub 📄 Paper ⚖️ License

comfyui multimodal text-to-image text-to-video workflow-runner

About

Run any ComfyUI workflow. Guide: https://github.com/replicate/cog-comfyui

Example Output

Output

Performance Metrics

1.80s Prediction Time

1.81s Total Time

All Input Parameters

{
  "output_format": "webp",
  "workflow_json": "{\n  \"3\": {\n    \"inputs\": {\n      \"seed\": 156680208700286,\n      \"steps\": 10,\n      \"cfg\": 2.5,\n      \"sampler_name\": \"dpmpp_2m_sde\",\n      \"scheduler\": \"karras\",\n      \"denoise\": 1,\n      \"model\": [\n        \"4\",\n        0\n      ],\n      \"positive\": [\n        \"6\",\n        0\n      ],\n      \"negative\": [\n        \"7\",\n        0\n      ],\n      \"latent_image\": [\n        \"5\",\n        0\n      ]\n    },\n    \"class_type\": \"KSampler\",\n    \"_meta\": {\n      \"title\": \"KSampler\"\n    }\n  },\n  \"4\": {\n    \"inputs\": {\n      \"ckpt_name\": \"SDXL-Flash.safetensors\"\n    },\n    \"class_type\": \"CheckpointLoaderSimple\",\n    \"_meta\": {\n      \"title\": \"Load Checkpoint\"\n    }\n  },\n  \"5\": {\n    \"inputs\": {\n      \"width\": 1024,\n      \"height\": 1024,\n      \"batch_size\": 1\n    },\n    \"class_type\": \"EmptyLatentImage\",\n    \"_meta\": {\n      \"title\": \"Empty Latent Image\"\n    }\n  },\n  \"6\": {\n    \"inputs\": {\n      \"text\": \"beautiful scenery nature glass bottle landscape, purple galaxy bottle,\",\n      \"clip\": [\n        \"4\",\n        1\n      ]\n    },\n    \"class_type\": \"CLIPTextEncode\",\n    \"_meta\": {\n      \"title\": \"CLIP Text Encode (Prompt)\"\n    }\n  },\n  \"7\": {\n    \"inputs\": {\n      \"text\": \"text, watermark\",\n      \"clip\": [\n        \"4\",\n        1\n      ]\n    },\n    \"class_type\": \"CLIPTextEncode\",\n    \"_meta\": {\n      \"title\": \"CLIP Text Encode (Prompt)\"\n    }\n  },\n  \"8\": {\n    \"inputs\": {\n      \"samples\": [\n        \"3\",\n        0\n      ],\n      \"vae\": [\n        \"4\",\n        2\n      ]\n    },\n    \"class_type\": \"VAEDecode\",\n    \"_meta\": {\n      \"title\": \"VAE Decode\"\n    }\n  },\n  \"9\": {\n    \"inputs\": {\n      \"filename_prefix\": \"ComfyUI\",\n      \"images\": [\n        \"8\",\n        0\n      ]\n    },\n    \"class_type\": \"SaveImage\",\n    \"_meta\": {\n      \"title\": \"Save Image\"\n    }\n  }\n}\n",
  "output_quality": 80,
  "randomise_seeds": true,
  "force_reset_cache": false,
  "return_temp_files": false
}

Input Parameters

input_file Type: string: Input image, video, tar or zip file. Read guidance on workflows and input files here: https://github.com/replicate/cog-comfyui. Alternatively, you can replace inputs with URLs in your JSON workflow and the model will download them.
output_format Default: webp: Format of the output images
workflow_json Type: stringDefault:: Your ComfyUI workflow as JSON string or URL. You must use the API version of your workflow. Get it from ComfyUI using 'Save (API format)'. Instructions here: https://github.com/replicate/cog-comfyui
output_quality Type: integerDefault: 95Range: 0 - 100: Quality of the output images, from 0 to 100. 100 is best quality, 0 is lowest quality.
randomise_seeds Type: booleanDefault: true: Automatically randomise seeds (seed, noise_seed, rand_seed)
force_reset_cache Type: booleanDefault: false: Force reset the ComfyUI cache before running the workflow. Useful for debugging.
return_temp_files Type: booleanDefault: false: Return any temporary files, such as preprocessed controlnet images. Useful for debugging.

Output Schema

Output

Type: array • Items Type: string • Items Format: uri

Example Execution Logs

Checking inputs
====================================
Checking weights
✅ SDXL-Flash.safetensors exists in ComfyUI/models/checkpoints
====================================
Randomising seed to 1052882187
Running workflow
[ComfyUI] got prompt
Executing node 3, title: KSampler, class type: KSampler
[ComfyUI]
[ComfyUI] 0%|          | 0/10 [00:00<?, ?it/s]
[ComfyUI] 10%|█         | 1/10 [00:00<00:01,  7.87it/s]
[ComfyUI] 20%|██        | 2/10 [00:00<00:01,  7.43it/s]
[ComfyUI] 30%|███       | 3/10 [00:00<00:00,  7.28it/s]
[ComfyUI] 40%|████      | 4/10 [00:00<00:00,  7.21it/s]
[ComfyUI] 50%|█████     | 5/10 [00:00<00:00,  7.16it/s]
[ComfyUI] 60%|██████    | 6/10 [00:00<00:00,  7.02it/s]
[ComfyUI] 70%|███████   | 7/10 [00:00<00:00,  7.11it/s]
[ComfyUI] 80%|████████  | 8/10 [00:01<00:00,  7.19it/s]
[ComfyUI] 90%|█████████ | 9/10 [00:01<00:00,  7.46it/s]
[ComfyUI] 100%|██████████| 10/10 [00:01<00:00,  7.73it/s]
Executing node 8, title: VAE Decode, class type: VAEDecode
Executing node 9, title: Save Image, class type: SaveImage
[ComfyUI] 100%|██████████| 10/10 [00:01<00:00,  7.39it/s]
[ComfyUI] Prompt executed in 1.68 seconds
outputs:  {'9': {'images': [{'filename': 'ComfyUI_00001_.png', 'subfolder': '', 'type': 'output'}]}}
====================================
ComfyUI_00001_.png

Version Details

Version ID: 67ed4ba04ce0842446e16c428b1be131452815d01810861f71d171f63e8ba8f0
Version Created: July 28, 2025

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