{
  "_class_name": "StableDiffusionControlNetInpaintPipeline",
  "_diffusers_version": "0.21.0",
  "_name_or_path": "runwayml/stable-diffusion-v1-5",
  "model_type": "stable-diffusion",
  "pipeline_class": "StableDiffusionControlNetInpaintPipeline",
  
  "components": {
    "unet": {
      "_class_name": "UNet2DConditionModel",
      "_name_or_path": "runwayml/stable-diffusion-v1-5/unet",
      "sample_size": 64,
      "in_channels": 9,
      "out_channels": 4,
      "down_block_types": [
        "CrossAttnDownBlock2D",
        "CrossAttnDownBlock2D", 
        "CrossAttnDownBlock2D",
        "DownBlock2D"
      ],
      "up_block_types": [
        "UpBlock2D",
        "CrossAttnUpBlock2D",
        "CrossAttnUpBlock2D",
        "CrossAttnUpBlock2D"
      ],
      "block_out_channels": [320, 640, 1280, 1280],
      "layers_per_block": 2,
      "attention_head_dim": 8,
      "norm_num_groups": 32,
      "cross_attention_dim": 768
    },
    
    "controlnet": {
      "_class_name": "ControlNetModel",
      "_name_or_path": "lllyasviel/sd-controlnet-openpose",
      "conditioning_channels": 3,
      "conditioning_embedding_out_channels": [16, 32, 96, 256],
      "controlnet_conditioning_channel_order": "rgb",
      "cross_attention_dim": 768,
      "down_block_types": [
        "CrossAttnDownBlock2D",
        "CrossAttnDownBlock2D", 
        "CrossAttnDownBlock2D",
        "DownBlock2D"
      ],
      "flip_sin_to_cos": true,
      "freq_shift": 0,
      "layers_per_block": 2,
      "mid_block_scale_factor": 1,
      "norm_num_groups": 32,
      "only_cross_attention": false,
      "use_linear_projection": false
    },
    
    "vae": {
      "_class_name": "AutoencoderKL",
      "_name_or_path": "runwayml/stable-diffusion-v1-5/vae",
      "sample_size": 512,
      "in_channels": 3,
      "out_channels": 3,
      "down_block_types": ["DownEncoderBlock2D", "DownEncoderBlock2D", "DownEncoderBlock2D", "DownEncoderBlock2D"],
      "up_block_types": ["UpDecoderBlock2D", "UpDecoderBlock2D", "UpDecoderBlock2D", "UpDecoderBlock2D"],
      "block_out_channels": [128, 256, 512, 512],
      "latent_channels": 4,
      "layers_per_block": 2
    },
    
    "text_encoder": {
      "_class_name": "CLIPTextModel",
      "_name_or_path": "runwayml/stable-diffusion-v1-5/text_encoder",
      "vocab_size": 49408,
      "hidden_size": 768,
      "intermediate_size": 3072,
      "num_hidden_layers": 12,
      "num_attention_heads": 12,
      "max_position_embeddings": 77,
      "hidden_act": "quick_gelu",
      "layer_norm_eps": 1e-05,
      "attention_dropout": 0.0,
      "initializer_range": 0.02,
      "initializer_factor": 1.0
    },
    
    "tokenizer": {
      "_class_name": "CLIPTokenizer",
      "_name_or_path": "runwayml/stable-diffusion-v1-5/tokenizer",
      "vocab_size": 49408,
      "model_max_length": 77,
      "pad_token": "<|endoftext|>",
      "unk_token": "<|endoftext|>",
      "bos_token": "<|startoftext|>",
      "eos_token": "<|endoftext|>"
    },
    
    "scheduler": {
      "_class_name": "PNDMScheduler",
      "_name_or_path": "runwayml/stable-diffusion-v1-5/scheduler",
      "num_train_timesteps": 1000,
      "beta_start": 0.00085,
      "beta_end": 0.012,
      "beta_schedule": "scaled_linear",
      "trained_betas": null,
      "skip_prk_steps": true,
      "set_alpha_to_one": false,
      "prediction_type": "epsilon",
      "timestep_spacing": "leading",
      "steps_offset": 1
    }
  },
  
  "custom_pipeline": {
    "pose_system": {
      "method": "mediapipe",
      "coverage": {
        "total": 25.3,
        "body": 11.4,
        "hands": 3.5,
        "face": 6.7,
        "feet": 8.1,
        "skeleton": 13.2
      },
      "channels": 5,
      "target_size": [512, 512]
    },
    
    "safety_configuration": {
      "mode": "fashion_moderate",
      "enable_debug": false,
      "safety_override": false,
      "log_all_decisions": true
    },
    
    "generation_parameters": {
      "num_inference_steps": 50,
      "guidance_scale": 15.0,
      "strength": 0.75,
      "controlnet_conditioning_scale": 1.0,
      "negative_prompt": "low quality, blurry, distorted, deformed, extra limbs, bad anatomy, extra hands, extra arms, malformed hands, poorly drawn hands"
    },
    
    "specialized_features": {
      "hand_exclusion": true,
      "proportion_preservation": true,
      "coverage_analysis": true,
      "checkpoint_support": ["realisticVisionV60B1_v51HyperVAE.safetensors"],
      "face_preservation": true
    }
  },
  
  "task": "image-inpainting",
  "tags": [
    "stable-diffusion",
    "controlnet", 
    "pose-conditioning",
    "fashion-inpainting",
    "clothing-generation",
    "body-proportions",
    "pose-alignment"
  ],
  
  "library_name": "diffusers",
  "license": "openrail",
  
  "model_description": "Pose-conditioned fashion inpainting system using Stable Diffusion 1.5 + ControlNet OpenPose. Features 25.3% pose coverage, hand exclusion processing, and safety-aware generation optimized for realistic clothing generation while preserving body proportions and pose alignment.",
  
  "architecture": {
    "base_model": "runwayml/stable-diffusion-v1-5",
    "controlnet_model": "lllyasviel/sd-controlnet-openpose", 
    "pose_detector": "mediapipe",
    "image_size": 512,
    "precision": "fp16"
  },
  
  "performance_metrics": {
    "single_person_success_rate": 0.33,
    "pose_coverage_improvement": "25.3% vs 2% baseline",
    "safety_false_positive_reduction": "60-80%",
    "memory_stable": true
  }
}