uisikdag/diffusers-DDPMPipeline-robin-plus

Model Card for Model ID

House plan sketches

#trained on:Frisby

Model Details

class TrainingConfig:
    image_size = 192  # the generated image resolution
    train_batch_size = 8
    eval_batch_size = 8  # how many images to sample during evaluation
    num_epochs = 200
    gradient_accumulation_steps = 1
    learning_rate = 1e-4
    lr_warmup_steps = 500
    save_image_epochs = 10
    save_model_epochs = 30
    mixed_precision = 'fp16'  # `no` for float32, `fp16` for automatic mixed precision
    output_dir = 'ddpm-butterflies-128'  # the model namy locally and on the HF Hub
    push_to_hub = False  # whether to upload the saved model to the HF Hub
    hub_private_repo = False  
    overwrite_output_dir = False  # overwrite the old model when re-running the notebook
    seed = 0

config = TrainingConfig()

Model Description