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add workflow png and json for sdxl and sd1.5 <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit - **Documentation** - Enhanced clarity and accuracy of the ComfyUI online quantization guide. - Updated section headers with hyperlinks for improved navigation. - Reformatted performance comparison tables for better readability. - Corrected links to workflow JSON files and updated image references. - Clarified installation instructions, specifying correct file paths and formats. - **New Features** - Introduced new JSON configuration files defining workflows for image processing and model quantization, including nodes for sampling, encoding, decoding, and saving images. <!-- end of auto-generated comment: release notes by coderabbit.ai -->
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,107 @@ | ||
| { | ||
| "3": { | ||
| "inputs": { | ||
| "seed": 1004586347945964, | ||
| "steps": 20, | ||
| "cfg": 8, | ||
| "sampler_name": "euler", | ||
| "scheduler": "normal", | ||
| "denoise": 1, | ||
| "model": [ | ||
| "4", | ||
| 0 | ||
| ], | ||
| "positive": [ | ||
| "6", | ||
| 0 | ||
| ], | ||
| "negative": [ | ||
| "7", | ||
| 0 | ||
| ], | ||
| "latent_image": [ | ||
| "5", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "KSampler", | ||
| "_meta": { | ||
| "title": "KSampler" | ||
| } | ||
| }, | ||
| "4": { | ||
| "inputs": { | ||
| "ckpt_name": "v1-5-pruned-emaonly.safetensors" | ||
| }, | ||
| "class_type": "CheckpointLoaderSimple", | ||
| "_meta": { | ||
| "title": "Load Checkpoint" | ||
| } | ||
| }, | ||
| "5": { | ||
| "inputs": { | ||
| "width": 512, | ||
| "height": 512, | ||
| "batch_size": 4 | ||
| }, | ||
| "class_type": "EmptyLatentImage", | ||
| "_meta": { | ||
| "title": "Empty Latent Image" | ||
| } | ||
| }, | ||
| "6": { | ||
| "inputs": { | ||
| "text": "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,", | ||
| "clip": [ | ||
| "4", | ||
| 1 | ||
| ] | ||
| }, | ||
| "class_type": "CLIPTextEncode", | ||
| "_meta": { | ||
| "title": "CLIP Text Encode (Prompt)" | ||
| } | ||
| }, | ||
| "7": { | ||
| "inputs": { | ||
| "text": "text, watermark", | ||
| "clip": [ | ||
| "4", | ||
| 1 | ||
| ] | ||
| }, | ||
| "class_type": "CLIPTextEncode", | ||
| "_meta": { | ||
| "title": "CLIP Text Encode (Prompt)" | ||
| } | ||
| }, | ||
| "8": { | ||
| "inputs": { | ||
| "samples": [ | ||
| "3", | ||
| 0 | ||
| ], | ||
| "vae": [ | ||
| "4", | ||
| 2 | ||
| ] | ||
| }, | ||
| "class_type": "VAEDecode", | ||
| "_meta": { | ||
| "title": "VAE Decode" | ||
| } | ||
| }, | ||
| "9": { | ||
| "inputs": { | ||
| "filename_prefix": "ComfyUI", | ||
| "images": [ | ||
| "8", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "SaveImage", | ||
| "_meta": { | ||
| "title": "Save Image" | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,108 @@ | ||
| { | ||
| "3": { | ||
| "inputs": { | ||
| "seed": 879355500122229, | ||
| "steps": 20, | ||
| "cfg": 8, | ||
| "sampler_name": "euler", | ||
| "scheduler": "normal", | ||
| "denoise": 1, | ||
| "model": [ | ||
| "10", | ||
| 0 | ||
| ], | ||
| "positive": [ | ||
| "6", | ||
| 0 | ||
| ], | ||
| "negative": [ | ||
| "7", | ||
| 0 | ||
| ], | ||
| "latent_image": [ | ||
| "5", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "KSampler", | ||
| "_meta": { | ||
| "title": "KSampler" | ||
| } | ||
| }, | ||
| "5": { | ||
| "inputs": { | ||
| "width": 512, | ||
| "height": 512, | ||
| "batch_size": 4 | ||
| }, | ||
| "class_type": "EmptyLatentImage", | ||
| "_meta": { | ||
| "title": "Empty Latent Image" | ||
| } | ||
| }, | ||
| "6": { | ||
| "inputs": { | ||
| "text": "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,", | ||
| "clip": [ | ||
| "10", | ||
| 1 | ||
| ] | ||
| }, | ||
| "class_type": "CLIPTextEncode", | ||
| "_meta": { | ||
| "title": "CLIP Text Encode (Prompt)" | ||
| } | ||
| }, | ||
| "7": { | ||
| "inputs": { | ||
| "text": "text, watermark", | ||
| "clip": [ | ||
| "10", | ||
| 1 | ||
| ] | ||
| }, | ||
| "class_type": "CLIPTextEncode", | ||
| "_meta": { | ||
| "title": "CLIP Text Encode (Prompt)" | ||
| } | ||
| }, | ||
| "8": { | ||
| "inputs": { | ||
| "samples": [ | ||
| "3", | ||
| 0 | ||
| ], | ||
| "vae": [ | ||
| "10", | ||
| 2 | ||
| ] | ||
| }, | ||
| "class_type": "VAEDecode", | ||
| "_meta": { | ||
| "title": "VAE Decode" | ||
| } | ||
| }, | ||
| "9": { | ||
| "inputs": { | ||
| "filename_prefix": "ComfyUI", | ||
| "images": [ | ||
| "8", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "SaveImage", | ||
| "_meta": { | ||
| "title": "Save Image" | ||
| } | ||
| }, | ||
| "10": { | ||
| "inputs": { | ||
| "ckpt_name": "v1-5-pruned-emaonly.safetensors", | ||
| "vae_speedup": "disable" | ||
| }, | ||
| "class_type": "OneDiffCheckpointLoaderSimple", | ||
| "_meta": { | ||
| "title": "Load Checkpoint - OneDiff" | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,136 @@ | ||
| { | ||
| "3": { | ||
| "inputs": { | ||
| "seed": 439837692531257, | ||
| "steps": 20, | ||
| "cfg": 8, | ||
| "sampler_name": "euler", | ||
| "scheduler": "normal", | ||
| "denoise": 1, | ||
| "model": [ | ||
| "10", | ||
| 0 | ||
| ], | ||
| "positive": [ | ||
| "6", | ||
| 0 | ||
| ], | ||
| "negative": [ | ||
| "7", | ||
| 0 | ||
| ], | ||
| "latent_image": [ | ||
| "5", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "KSampler", | ||
| "_meta": { | ||
| "title": "KSampler" | ||
| } | ||
| }, | ||
| "5": { | ||
| "inputs": { | ||
| "width": 512, | ||
| "height": 512, | ||
| "batch_size": 4 | ||
| }, | ||
| "class_type": "EmptyLatentImage", | ||
| "_meta": { | ||
| "title": "Empty Latent Image" | ||
| } | ||
| }, | ||
| "6": { | ||
| "inputs": { | ||
| "text": "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,", | ||
| "clip": [ | ||
| "10", | ||
| 1 | ||
| ] | ||
| }, | ||
| "class_type": "CLIPTextEncode", | ||
| "_meta": { | ||
| "title": "CLIP Text Encode (Prompt)" | ||
| } | ||
| }, | ||
| "7": { | ||
| "inputs": { | ||
| "text": "text, watermark", | ||
| "clip": [ | ||
| "10", | ||
| 1 | ||
| ] | ||
| }, | ||
| "class_type": "CLIPTextEncode", | ||
| "_meta": { | ||
| "title": "CLIP Text Encode (Prompt)" | ||
| } | ||
| }, | ||
| "8": { | ||
| "inputs": { | ||
| "samples": [ | ||
| "3", | ||
| 0 | ||
| ], | ||
| "vae": [ | ||
| "10", | ||
| 2 | ||
| ] | ||
| }, | ||
| "class_type": "VAEDecode", | ||
| "_meta": { | ||
| "title": "VAE Decode" | ||
| } | ||
| }, | ||
| "9": { | ||
| "inputs": { | ||
| "filename_prefix": "ComfyUI", | ||
| "images": [ | ||
| "8", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "SaveImage", | ||
| "_meta": { | ||
| "title": "Save Image" | ||
| } | ||
| }, | ||
| "10": { | ||
| "inputs": { | ||
| "ckpt_name": "v1-5-pruned-emaonly.safetensors", | ||
| "vae_speedup": "disable", | ||
| "custom_booster": [ | ||
| "12", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "OneDiffCheckpointLoaderSimple", | ||
| "_meta": { | ||
| "title": "Load Checkpoint - OneDiff" | ||
| } | ||
| }, | ||
| "12": { | ||
| "inputs": { | ||
| "quantization_booster": [ | ||
| "13", | ||
| 0 | ||
| ] | ||
| }, | ||
| "class_type": "OneDiffModelBooster", | ||
| "_meta": { | ||
| "title": "Apply Model Booster - OneDiff" | ||
| } | ||
| }, | ||
| "13": { | ||
| "inputs": { | ||
| "quantized_conv_percentage": 100, | ||
| "quantized_linear_percentage": 100, | ||
| "conv_compute_density_threshold": 100, | ||
| "linear_compute_density_threshold": 300 | ||
| }, | ||
| "class_type": "OneDiffOnlineQuantizationBooster", | ||
| "_meta": { | ||
| "title": "Online OneFlow Quantizer - OneDiff" | ||
| } | ||
| } | ||
| } |
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