models_peft/nature_large/configuration.yml

log_level: INFO
num_epochs: 20
batch_size: 2
save_step: 1720
device: cuda
use_wandb: true
wandb_project_name: thesis_peft
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: 32768
encoder_heads: 64
encoder_layers: 24
musicgen_model_id: facebook/musicgen-stereo-large
use_peft: true
output_dir_name: nature_large
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