luxi / config.yaml
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datasets:
vla_data:
action_mode: abs
data_mix: robotwin
data_root_dir: /mnt/data/milu/robotwin
dataset_py: lerobot_datasets
image_size:
- 224
- 224
interval: 10
max_step: 5
memory: true
per_device_batch_size: 4
sequential_step_sampling: false
video_backend: torchvision_av
framework:
action_model:
action_dim: 14
action_hidden_dim: 4096
action_model_type: L1RegressionActionHead
future_action_window_size: 7
past_action_window_size: 0
name: RynnBrainOFT
qwenvl:
base_vlm: playground/Pretrained_models/RynnBrain-CoP-8B
max_memory_step: 5
memory: true
output_dir: ./results/Checkpoints/0605_robotwin_RynnBrainOFT
run_id: 0605_robotwin_RynnBrainOFT
run_root_dir: ./results/Checkpoints
seed: 42
trainer:
eval_interval: 1000
freeze_modules: true
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
save_interval: 5000
scheduler_specific_kwargs:
min_lr: 5.0e-07
wandb_entity: seramasumi-south-china-university-of-technology
wandb_project: starVLA_Robotwin