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pretrained_model_path: "./checkpoints/mr-potato-head"
output_dir: "./outputs/mr-potato-head_lr3e-5_seed33"
train_data:
video_path: "data/man-surfing.mp4"
prompt: "a man is surfing"
n_sample_frames: 8
width: 512
height: 512
sample_start_idx: 0
sample_frame_rate: 1
validation_data:
prompts:
- "sks mr potato head is surfing"
- "sks mr potato head, wearing a pink hat, is surfing"
- "sks mr potato head, wearing funny sunglasses, is surfing"
- "sks mr potato head is surfing in the forest"
video_length: 8
width: 512
height: 512
num_inference_steps: 50
guidance_scale: 7.5
learning_rate: 3e-5
train_batch_size: 1
max_train_steps: 500
checkpointing_steps: 1000
validation_steps: 100
trainable_modules:
- "attn1.to_q"
- "attn2.to_q"
- "attn_temp"
seed: 33
mixed_precision: fp16
use_8bit_adam: False
gradient_checkpointing: True
enable_xformers_memory_efficient_attention: True
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