ComfyAssets-ComfyUI-KikoTools/examples/workflows/xyz_helpers_lora_testing.json

{
  "name": "LoRA Epoch Testing Workflow",
  "description": "Test multiple LoRA epochs with different strengths using xyz_helpers",
  "nodes": [
    {
      "id": "1",
      "type": "LoRAFolderBatch",
      "title": "Load LoRA Epochs",
      "category": "ComfyAssets/🧰 xyz-helpers",
      "inputs": {
        "folder_path": "my_training_output",
        "strength": "0.6, 0.8, 1.0",
        "batch_mode": "combinatorial",
        "include_pattern": "epoch_0[2-5]0",
        "exclude_pattern": ""
      },
      "outputs": {
        "lora_params": "LORA_PARAMS",
        "lora_list": "STRING",
        "lora_count": "INT"
      },
      "pos": [100, 100]
    },
    {
      "id": "2",
      "type": "FluxSamplerParams",
      "title": "FLUX Parameters",
      "category": "ComfyAssets/🧰 xyz-helpers",
      "inputs": {
        "scheduler": "normal",
        "steps": 20,
        "guidance": 3.5,
        "max_shift": 1.0,
        "base_shift": 0.5,
        "denoise": 1.0,
        "batch_mode": "batch",
        "lora_params": ["1", "lora_params"]
      },
      "outputs": {
        "sampler_params": "SAMPLER_PARAMS"
      },
      "pos": [400, 100]
    },
    {
      "id": "3",
      "type": "TextEncodeSamplerParams",
      "title": "Encode Prompt with Params",
      "category": "ComfyAssets/🧰 xyz-helpers",
      "inputs": {
        "text": "a beautiful portrait in my trained style",
        "negative_text": "ugly, blurry, distorted",
        "clip": ["model", "clip"],
        "sampler_params": ["2", "sampler_params"]
      },
      "outputs": {
        "positive": "CONDITIONING",
        "negative": "CONDITIONING"
      },
      "pos": [700, 100]
    },
    {
      "id": "4",
      "type": "EmptyLatentBatch",
      "title": "Create Latents",
      "category": "ComfyAssets/📦 Latents",
      "inputs": {
        "preset": "1024×1024 (SDXL Square)",
        "batch_size": 1
      },
      "outputs": {
        "latent": "LATENT"
      },
      "pos": [100, 300]
    },
    {
      "id": "5",
      "type": "KSampler",
      "title": "Generate Images",
      "inputs": {
        "model": ["model", "model"],
        "positive": ["3", "positive"],
        "negative": ["3", "negative"],
        "latent_image": ["4", "latent"],
        "sampler_name": ["2", "sampler_name"],
        "scheduler": ["2", "scheduler"],
        "steps": ["2", "steps"],
        "cfg": ["2", "guidance"],
        "seed": 12345
      },
      "outputs": {
        "latent": "LATENT"
      },
      "pos": [1000, 200]
    },
    {
      "id": "6",
      "type": "VAEDecode",
      "title": "Decode Images",
      "inputs": {
        "samples": ["5", "latent"],
        "vae": ["model", "vae"]
      },
      "outputs": {
        "image": "IMAGE"
      },
      "pos": [1300, 200]
    },
    {
      "id": "7",
      "type": "PlotParameters",
      "title": "Plot LoRA Strengths",
      "category": "ComfyAssets/🧰 xyz-helpers",
      "inputs": {
        "sampler_params": ["2", "sampler_params"],
        "plot_type": "scatter",
        "x_axis": "lora_strength",
        "y_axis": "epoch",
        "title": "LoRA Epoch vs Strength Analysis"
      },
      "outputs": {
        "plot_image": "IMAGE"
      },
      "pos": [700, 400]
    },
    {
      "id": "8",
      "type": "KikoSaveImage",
      "title": "Save Results",
      "category": "ComfyAssets/💾 Images",
      "inputs": {
        "images": ["6", "image"],
        "filename_prefix": "lora_test",
        "format": "PNG",
        "popup": true
      },
      "pos": [1600, 200]
    },
    {
      "id": "9",
      "type": "DisplayText",
      "title": "Show LoRA List",
      "category": "ComfyAssets/📋 Text",
      "inputs": {
        "text": ["1", "lora_list"]
      },
      "pos": [400, 400]
    }
  ],
  "workflow_notes": {
    "purpose": "Test multiple LoRA training epochs with different strength values",
    "features": [
      "Automatic LoRA folder scanning",
      "Combinatorial strength testing",
      "Parameter visualization",
      "Batch processing support"
    ],
    "attribution": "xyz_helpers nodes adapted from comfyui-essentials-nodes"
  }
}