{
  "reviewed_at": "2026-09-30",
  "sd_scripts_revision": "690ea7f96c23182352ec63def76d431c6120bd2f",
  "comfyui_schema_revision": "fb2315f11db0ebfaafa9099a5df5227dc6bb42bc",
  "validation": "Training config keys and dataset schemas checked against pinned source; workflow graph checked against node contracts. No GPU training, inference, VRAM, speed or quality measurements.",
  "python": "3.11",
  "pytorch_example": "2.8.0 + CUDA 12.8",
  "not_fully_locked": [
    "Transitive Python dependencies",
    "Model-weight revisions; record sha256sum after download",
    "Host driver and hardware"
  ],
  "configs": [
    {
      "model_family": "SDXL base 1.0",
      "trainer": "sdxl_train_network.py",
      "training": "sdxl-train.toml",
      "dataset": "sdxl-dataset.toml",
      "output": "mug-sdxl-v1.safetensors"
    },
    {
      "model_family": "FLUX.1 dev",
      "trainer": "flux_train_network.py",
      "training": "flux1-dev-train.toml",
      "dataset": "flux1-dev-dataset.toml",
      "output": "mug-flux1-dev-v1.safetensors"
    }
  ],
  "models": [
    {
      "repo": "stabilityai/stable-diffusion-xl-base-1.0",
      "files": [
        "sd_xl_base_1.0.safetensors"
      ],
      "license_url": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/LICENSE.md"
    },
    {
      "repo": "black-forest-labs/FLUX.1-dev",
      "files": [
        "flux1-dev.safetensors",
        "ae.safetensors"
      ],
      "license_url": "https://huggingface.co/black-forest-labs/FLUX.1-dev",
      "requires_access_acceptance": true
    },
    {
      "repo": "comfyanonymous/flux_text_encoders",
      "files": [
        "clip_l.safetensors",
        "t5xxl_fp16.safetensors"
      ],
      "source": "https://github.com/kohya-ss/sd-scripts/blob/690ea7f96c23182352ec63def76d431c6120bd2f/docs/flux_train_network.md"
    }
  ],
  "workflow": {
    "ui": "sdxl-lora.json",
    "api": "sdxl-lora.api.json",
    "custom_nodes_required": false,
    "base": "sd_xl_base_1.0.safetensors",
    "lora": "mug-sdxl-v1.safetensors",
    "note": "U-Net-only LoRA; strength_clip=0.0. This is SDXL, not the RealVisXL preset checkpoint or a FLUX workflow."
  }
}