log_level: INFO
num_epochs: 20
batch_size: 8
save_step: 350
device: cuda
use_wandb: true
wandb_project_name: thesis_audiocraft
gradient_clipping: 1.0
beta1: 0.9
beta2: 0.95
weight_decay: 0.1
learning_rate: 1.0e-05
warmup_steps: 16
video_extraction_framerate: 1
encoder_input_dimension: 2048
encoder_dim_feedforward: 16384
encoder_heads: 32
encoder_layers: 12
musicgen_model_id: facebook/musicgen-stereo-small
use_peft: false
output_dir_name: audiocraft_nature_small
dataset_video_folder: ../../datasets/nature2/videos_30sec
dataset_audio_folder: ../../datasets/nature2/audio_30sec
use_demucs_folder_structure: false
dataset_validation_split: 0.1
dataset_shuffling_seed: 42