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datasets:
vla_data:
data_mix: real_franka_v5
data_root_dir: /gpfs/wangzixuan/Octopus/workspace/data/lerobot/v5
dataset_py: lerobot_datasets
per_device_batch_size: 16
sequential_step_sampling: false
video_backend: torchvision_av
framework:
action_model:
action_dim: 7
action_hidden_dim: 2560
action_model_type: DiT-B
future_action_window_size: 15
past_action_window_size: 0
name: QwenOFT
obs_image_size: null
qwenvl:
attn_implementation: flash_attention_2
base_vlm: /gpfs/wangzixuan/Octopus/workspace/MODEL/Qwen3-VL-4B-Instruct
output_dir: /gpfs/wangzixuan/Octopus/workspace/starVLA/results/Checkpoints/0804_franka_v5_qwen3OFT_pick_place_weather
run_id: 0804_franka_v5_qwen3OFT_pick_place_weather
run_root_dir: /gpfs/wangzixuan/Octopus/workspace/starVLA/results/Checkpoints
seed: 42
trainer:
eval_interval: 1000
gradient_accumulation_steps: 1
gradient_clipping: 1.0
is_resume: false
learning_rate:
action_model: 0.0001
base: 1.0e-05
qwen_vl_interface: 1.0e-05
logging_frequency: 100
lr_scheduler_type: cosine_with_min_lr
max_train_steps: 100000
num_warmup_steps: 5000
optimizer:
betas:
- 0.9
- 0.95
eps: 1.0e-08
weight_decay: 1.0e-08
pretrained_checkpoint: ''
save_interval: 10000
scheduler_specific_kwargs:
min_lr: 1.0e-06
wandb_entity: zwanggk
wandb_project: roboclaw