Spaces:
Running
Running
| { | |
| "last_node_id": 12, | |
| "last_link_id": 18, | |
| "nodes": [ | |
| { | |
| "id": 1, | |
| "type": "CheckpointLoaderSimple", | |
| "pos": [ | |
| 100, | |
| 100 | |
| ], | |
| "size": { | |
| "0": 315, | |
| "1": 98 | |
| }, | |
| "flags": {}, | |
| "order": 0, | |
| "mode": 0, | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 1 | |
| ] | |
| }, | |
| { | |
| "name": "CLIP", | |
| "type": "CLIP", | |
| "links": [ | |
| 2 | |
| ] | |
| }, | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 3 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "CheckpointLoaderSimple" | |
| } | |
| }, | |
| { | |
| "id": 2, | |
| "type": "CLIPTextEncode", | |
| "pos": [ | |
| 450, | |
| 100 | |
| ], | |
| "size": [ | |
| 300, | |
| 180 | |
| ], | |
| "flags": {}, | |
| "order": 1, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "clip", | |
| "type": "CLIP", | |
| "link": 2 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 4 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "CLIPTextEncode" | |
| }, | |
| "widgets_values": [ | |
| "beautiful landscape photography, high quality, detailed, 4k" | |
| ] | |
| }, | |
| { | |
| "id": 3, | |
| "type": "CLIPTextEncode", | |
| "pos": [ | |
| 450, | |
| 300 | |
| ], | |
| "size": [ | |
| 300, | |
| 180 | |
| ], | |
| "flags": {}, | |
| "order": 2, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "clip", | |
| "type": "CLIP", | |
| "link": 2 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 5 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "CLIPTextEncode" | |
| }, | |
| "widgets_values": [ | |
| "blurry, low quality, distorted, ugly" | |
| ] | |
| }, | |
| { | |
| "id": 4, | |
| "type": "KSampler", | |
| "pos": [ | |
| 800, | |
| 100 | |
| ], | |
| "size": [ | |
| 315, | |
| 262 | |
| ], | |
| "flags": {}, | |
| "order": 3, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "link": 1 | |
| }, | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 4 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 5 | |
| }, | |
| { | |
| "name": "latent_image", | |
| "type": "LATENT", | |
| "link": 6 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 7 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "KSampler" | |
| }, | |
| "widgets_values": [ | |
| 84796741244667, | |
| "randomize", | |
| 20, | |
| 7.0, | |
| "euler" | |
| ] | |
| }, | |
| { | |
| "id": 5, | |
| "type": "EmptyLatentImage", | |
| "pos": [ | |
| 550, | |
| 100 | |
| ], | |
| "size": [ | |
| 315, | |
| 106 | |
| ], | |
| "flags": {}, | |
| "order": 4, | |
| "mode": 0, | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 6 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "EmptyLatentImage" | |
| }, | |
| "widgets_values": [ | |
| 512, | |
| 512, | |
| 1 | |
| ] | |
| }, | |
| { | |
| "id": 6, | |
| "type": "VAEDecode", | |
| "pos": [ | |
| 1150, | |
| 100 | |
| ], | |
| "size": [ | |
| 210, | |
| 46 | |
| ], | |
| "flags": {}, | |
| "order": 5, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 7 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 3 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 8 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "VAEDecode" | |
| } | |
| }, | |
| { | |
| "id": 7, | |
| "type": "SaveImage", | |
| "pos": [ | |
| 1400, | |
| 100 | |
| ], | |
| "size": [ | |
| 315, | |
| 270 | |
| ], | |
| "flags": {}, | |
| "order": 6, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 8 | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "SaveImage" | |
| }, | |
| "widgets_values": [ | |
| "stable_diffusion_output" | |
| ] | |
| }, | |
| { | |
| "id": 8, | |
| "type": "SaveImage", | |
| "pos": [ | |
| 1400, | |
| 400 | |
| ], | |
| "size": [ | |
| 315, | |
| 270 | |
| ], | |
| "flags": {}, | |
| "order": 7, | |
| "mode": 0, | |
| "properties": { | |
| "Node name for S&R": "SaveImage" | |
| }, | |
| "widgets_values": [ | |
| "stable_diffusion_grid" | |
| ] | |
| }, | |
| { | |
| "id": 9, | |
| "type": "CLIPTextEncode", | |
| "pos": [ | |
| 450, | |
| 520 | |
| ], | |
| "size": [ | |
| 300, | |
| 180 | |
| ], | |
| "flags": {}, | |
| "order": 8, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "clip", | |
| "type": "CLIP", | |
| "link": 2 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 14 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "CLIPTextEncode" | |
| }, | |
| "widgets_values": [ | |
| "portrait of a woman, detailed face, professional photography" | |
| ] | |
| }, | |
| { | |
| "id": 10, | |
| "type": "KSampler", | |
| "pos": [ | |
| 800, | |
| 400 | |
| ], | |
| "size": [ | |
| 315, | |
| 262 | |
| ], | |
| "flags": {}, | |
| "order": 9, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "link": 1 | |
| }, | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 14 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 5 | |
| }, | |
| { | |
| "name": "latent_image", | |
| "type": "LATENT", | |
| "link": 15 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 16 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "KSampler" | |
| }, | |
| "widgets_values": [ | |
| 12345678901234, | |
| "randomize", | |
| 25, | |
| 8.0, | |
| "euler" | |
| ] | |
| }, | |
| { | |
| "id": 11, | |
| "type": "EmptyLatentImage", | |
| "pos": [ | |
| 550, | |
| 400 | |
| ], | |
| "size": [ | |
| 315, | |
| 106 | |
| ], | |
| "flags": {}, | |
| "order": 10, | |
| "mode": 0, | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 15 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "EmptyLatentImage" | |
| }, | |
| "widgets_values": [ | |
| 768, | |
| 512, | |
| 1 | |
| ] | |
| }, | |
| { | |
| "id": 12, | |
| "type": "VAEDecode", | |
| "pos": [ | |
| 1150, | |
| 400 | |
| ], | |
| "size": [ | |
| 210, | |
| 46 | |
| ], | |
| "flags": {}, | |
| "order": 11, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 16 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 3 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 17 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "VAEDecode" | |
| } | |
| }, | |
| { | |
| "id": 13, | |
| "type": "SaveImage", | |
| "pos": [ | |
| 1400, | |
| 700 | |
| ], | |
| "size": [ | |
| 315, | |
| 270 | |
| ], | |
| "flags": {}, | |
| "order": 12, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 17 | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "SaveImage" | |
| }, | |
| "widgets_values": [ | |
| "stable_diffusion_portrait" | |
| ] | |
| } | |
| ], | |
| "links": [ | |
| [ | |
| 1, | |
| 1, | |
| 0, | |
| 4, | |
| 0, | |
| "MODEL" | |
| ], | |
| [ | |
| 2, | |
| 1, | |
| 1, | |
| 2, | |
| 0, | |
| "CLIP" | |
| ], | |
| [ | |
| 3, | |
| 1, | |
| 2, | |
| 6, | |
| 1, | |
| "VAE" | |
| ], | |
| [ | |
| 4, | |
| 2, | |
| 0, | |
| 4, | |
| 1, | |
| "CONDITIONING" | |
| ], | |
| [ | |
| 5, | |
| 3, | |
| 0, | |
| 4, | |
| 2, | |
| "CONDITIONING" | |
| ], | |
| [ | |
| 6, | |
| 5, | |
| 0, | |
| 4, | |
| 3, | |
| "LATENT" | |
| ], | |
| [ | |
| 7, | |
| 4, | |
| 0, | |
| 6, | |
| 0, | |
| "LATENT" | |
| ], | |
| [ | |
| 8, | |
| 6, | |
| 0, | |
| 7, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 14, | |
| 9, | |
| 0, | |
| 10, | |
| 1, | |
| "CONDITIONING" | |
| ], | |
| [ | |
| 15, | |
| 11, | |
| 0, | |
| 10, | |
| 3, | |
| "LATENT" | |
| ], | |
| [ | |
| 16, | |
| 10, | |
| 0, | |
| 12, | |
| 0, | |
| "LATENT" | |
| ], | |
| [ | |
| 17, | |
| 12, | |
| 0, | |
| 13, | |
| 0, | |
| "IMAGE" | |
| ] | |
| ], | |
| "groups": [], | |
| "config": {}, | |
| "extra": {}, | |
| "version": 0.4 | |
| } | |
| This ComfyUI workflow implements a complete stable diffusion image generation pipeline with the following features: | |
| **Core Components:** | |
| - **CheckpointLoaderSimple**: Loads the stable diffusion model, CLIP, and VAE | |
| - **CLIPTextEncode**: Encodes positive and negative prompts for conditioning | |
| - **KSampler**: Performs the diffusion sampling process | |
| - **EmptyLatentImage**: Creates initial latent canvas | |
| - **VAEDecode**: Decodes latents to final images | |
| - **SaveImage**: Outputs the generated images | |
| **Key Features:** | |
| 1. **Dual Sampling Paths**: Two complete generation pipelines for different image types | |
| 2. **Positive/Negative Prompting**: Uses CLIP for text conditioning with both positive and negative prompts | |
| 3. **Customizable Parameters**: | |
| - Different sampling steps (20 vs 25) | |
| - Various CFG scales (7.0 vs 8.0) | |
| - Different image sizes (512x512 vs 768x512) | |
| 4. **Multiple Outputs**: Generates landscape and portrait style images | |
| **Usage:** | |
| 1. Load a stable diffusion checkpoint (e.g., sd_v1-5.safetensors) | |
| 2. The workflow automatically processes two different prompts | |
| 3. Outputs saved as individual image files | |
| 4. Ready for batch processing or single image generation | |
| The workflow demonstrates the complete stable diffusion pipeline and can be easily modified for different models, prompts, or parameters. |