Foundry-Qwen3VLA-2.1B / config_processor.yaml
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release: initial squashed history
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action_dim: 20
action_fields:
- robot__action__poses__left::panda__xyz_relative
- robot__action__poses__right::panda__xyz_relative
- robot__action__poses__left::panda__rot_6d_relative
- robot__action__poses__right::panda__rot_6d_relative
- robot__action__grippers__left::panda_hand
- robot__action__grippers__right::panda_hand
allow_multiple_epochs: true
augmentation:
enabled: true
image:
color_jitter:
brightness: 0.2
contrast: 0.4
enabled: true
hue:
- -0.05
- 0.05
saturation: 0.2
crop:
enabled: true
mode: random
shape:
- 224
- 224
point_cloud:
color_jitter:
brightness: 0.2
contrast: 0.4
enabled: false
hue:
- -0.05
- 0.05
saturation: 0.2
camera_names:
- scene_right_0
- scene_left_0
- wrist_left_plus
- wrist_right_minus
dataset_manifest:
- null
dataset_modality:
- robotics
dataset_statistics:
- null
dataset_weighting:
- 1.0
extrinsics_fields:
- extrinsics.scene_right_0
- extrinsics.scene_left_0
- extrinsics.wrist_left_minus
- extrinsics.wrist_left_plus
- extrinsics.wrist_right_minus
- extrinsics.wrist_right_plus
image_indices:
- -1
- 0
image_names:
- scene_right_0_t-1
- scene_left_0_t-1
- wrist_left_plus_t-1
- wrist_right_minus_t-1
- scene_right_0_t0
- scene_left_0_t0
- wrist_left_plus_t0
- wrist_right_minus_t0
image_size: 224
img_num_tokens: 256
intrinsics_fields:
- intrinsics.scene_right_0
- intrinsics.scene_left_0
- intrinsics.wrist_left_minus
- intrinsics.wrist_left_plus
- intrinsics.wrist_right_minus
- intrinsics.wrist_right_plus
language_instruction_types:
- original
- randomized
- verbose
- alternative
lowdim_future_timesteps: 8
lowdim_past_timesteps: 1
mask_padded_images: true
max_text_seq_len: null
normalization:
centered_norm: true
enabled: true
epsilon: 0.01
field_configs:
robot__action__grippers__left::panda_hand:
enabled: true
epsilon: 0.01
method: percentile_1_99
scope: per_timestep
robot__action__grippers__right::panda_hand:
enabled: true
epsilon: 0.01
method: percentile_1_99
scope: per_timestep
robot__action__poses__left::panda__rot_6d_relative:
enabled: true
epsilon: 0.01
method: percentile_1_99
scope: per_timestep
robot__action__poses__left::panda__xyz_relative:
enabled: true
epsilon: 0.01
method: percentile_1_99
scope: per_timestep
robot__action__poses__right::panda__rot_6d_relative:
enabled: true
epsilon: 0.01
method: percentile_1_99
scope: per_timestep
robot__action__poses__right::panda__xyz_relative:
enabled: true
epsilon: 0.01
method: percentile_1_99
scope: per_timestep
include_fields:
- robot__action__poses__left::panda__xyz_relative
- robot__action__poses__right::panda__xyz_relative
- robot__action__poses__left::panda__rot_6d_relative
- robot__action__poses__right::panda__rot_6d_relative
- robot__action__grippers__left::panda_hand
- robot__action__grippers__right::panda_hand
lowdim_future_timesteps: 19
lowdim_past_timesteps: 5
method: percentile_1_99
scope: per_timestep
num_workers: 24
pad_missing_images: true
point_cloud_num_points: 4096
pose_groups:
- name: left_panda_action
position_key: robot__action__poses__left::panda__xyz
rotation_key: robot__action__poses__left::panda__rot_6d
- name: right_panda_action
position_key: robot__action__poses__right::panda__xyz
rotation_key: robot__action__poses__right::panda__rot_6d
prefetch_factor: 2
processor: Qwen/Qwen3-VL-2B-Thinking
processor_kwargs:
do_resize: false
proprioception_dim: 0
proprioception_fields: []
seed: 42
seq_len: 2048
shuffle: true
shuffle_buffer_size: 2000
shuffle_initial: 500
type: robotics
use_point_cloud: false
val_dataset_manifest: []
val_dataset_statistics: []
val_dataset_weighting: []