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datasets:
vla_data:
data_mix: libero_all
data_root_dir: /home/jye624/Datasets/LIBERO
dataset_py: lerobot_datasets
per_device_batch_size: 8
sequential_step_sampling: false
video_backend: torchvision_av
framework:
action_model:
action_dim: 7
action_hidden_dim: 3072
action_horizon: 8
action_model_type: MLP
future_action_window_size: 7
past_action_window_size: 0
state_dim: 7
name: WanOFT
obs_image_size: null
qwenvl:
attn_implementation: sdpa
base_vlm: /home/jye624/Models/Pretrained_models/Qwen3-VL-4B-Instruct
world_model:
base_wm: ./playground/Pretrained_models/Wan-AI/Wan2.2-TI2V-5B-Diffusers
extract_layers:
- -1
is_debug: false
output_dir: ./results/Checkpoints/0415_libero4in1_WanOFT
run_id: 0415_libero4in1_WanOFT
run_root_dir: ./results/Checkpoints
seed: 42
trainer:
eval_interval: 100
freeze_modules: true
gradient_accumulation_steps: 1
gradient_clipping: 1.0
is_resume: false
learning_rate:
action_model: 0.0001
base: 2.5e-05
qwen_vl_interface: 1.0e-05
logging_frequency: 100
lr_scheduler_type: cosine_with_min_lr
max_train_steps: 800000
num_warmup_steps: 5000
optimizer:
betas:
- 0.9
- 0.95
eps: 1.0e-08
weight_decay: 1.0e-08
save_interval: 10000
scheduler_specific_kwargs:
min_lr: 1.0e-06
vla_data:
video_backend: torchvision_av
wandb_entity: jinhuiye
wandb_project: starVLA_Libero