{
  "workflow_name": "Low VRAM Optimized",
  "version": "1.8",
  "description": "Specially designed for 8GB GPU users with memory optimization and FP8 precision",
  "author": "Kontext LoRA Community",
  "created_date": "2025-01-01",
  "requirements": {
    "comfyui_version": "latest",
    "min_vram": "8GB",
    "custom_nodes": [
      "ComfyUI-Manager",
      "efficiency-nodes-comfyui"
    ],
    "models": [
      "FLUX.1 Kontext FP8",
      "T5XXL FP8 E4M3FN",
      "VAE Decoder"
    ]
  },
  "settings": {
    "learning_rate": 2e-4,
    "training_steps": 1000,
    "noise_offset": 0.1,
    "lora_rank": 12,
    "alpha": 24,
    "batch_size": 1,
    "precision": "fp8",
    "gradient_checkpointing": true,
    "cpu_offload": false
  },
  "optimizations": [
    "FP8 model precision for 50% memory reduction",
    "Reduced LoRA rank (12 instead of 16)",
    "Gradient checkpointing enabled",
    "Optimized batch processing"
  ],
  "instructions": [
    "1. Ensure you have FP8 models downloaded",
    "2. Load this workflow into ComfyUI",
    "3. Verify VRAM usage stays under 7GB",
    "4. Place your reference image in the input",
    "5. Start training with optimized settings"
  ],
  "download_url": "https://kontextlora.com/downloads/low-vram.json",
  "tutorial_url": "https://kontextlora.com/tutorials/low-vram-setup/",
  "tags": ["8gb", "memory-optimized", "fp8", "efficient"]
}