Instructions to use justintiensmith/molmoact2_Ordering_Constrained_1epoch with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use justintiensmith/molmoact2_Ordering_Constrained_1epoch with LeRobot:
- Notebooks
- Google Colab
- Kaggle
| { | |
| "name": "policy_preprocessor", | |
| "steps": [ | |
| { | |
| "registry_name": "rename_observations_processor", | |
| "config": { | |
| "rename_map": { | |
| "observation.images.middle": "observation.images.cam0", | |
| "observation.images.wrist": "observation.images.cam1" | |
| } | |
| } | |
| }, | |
| { | |
| "registry_name": "to_batch_processor", | |
| "config": {} | |
| }, | |
| { | |
| "registry_name": "molmoact2_state_frame_transform", | |
| "config": { | |
| "joint_signs": [ | |
| 1.0, | |
| -1.0, | |
| 1.0, | |
| 1.0, | |
| 1.0, | |
| 1.0 | |
| ], | |
| "joint_offsets": [ | |
| 0.0, | |
| 90.0, | |
| 90.0, | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ] | |
| } | |
| }, | |
| { | |
| "registry_name": "molmoact2_masked_normalizer", | |
| "config": { | |
| "eps": 1e-08, | |
| "features": { | |
| "observation.images.cam0": { | |
| "type": "VISUAL", | |
| "shape": [ | |
| 3, | |
| 224, | |
| 224 | |
| ] | |
| }, | |
| "observation.images.cam1": { | |
| "type": "VISUAL", | |
| "shape": [ | |
| 3, | |
| 224, | |
| 224 | |
| ] | |
| }, | |
| "observation.state": { | |
| "type": "STATE", | |
| "shape": [ | |
| 6 | |
| ] | |
| }, | |
| "action": { | |
| "type": "ACTION", | |
| "shape": [ | |
| 6 | |
| ] | |
| } | |
| }, | |
| "norm_map": { | |
| "VISUAL": "IDENTITY", | |
| "STATE": "QUANTILES", | |
| "ACTION": "QUANTILES" | |
| } | |
| }, | |
| "state_file": "policy_preprocessor_step_3_molmoact2_masked_normalizer.safetensors" | |
| }, | |
| { | |
| "registry_name": "molmoact2_clamp_normalized", | |
| "config": {} | |
| }, | |
| { | |
| "registry_name": "molmoact2_pack_inputs", | |
| "config": { | |
| "checkpoint_path": "allenai/MolmoAct2-SO100_101", | |
| "checkpoint_revision": null, | |
| "checkpoint_force_download": false, | |
| "action_mode": "continuous", | |
| "discrete_action_tokenizer": "allenai/MolmoAct2-FAST-Tokenizer", | |
| "image_keys": [ | |
| "observation.images.cam0", | |
| "observation.images.cam1" | |
| ], | |
| "allow_image_key_fallback": false, | |
| "setup_type": "single SO-101 follower robot arm with two RGB cameras", | |
| "control_mode": "absolute joint pose control", | |
| "normalize_language": true, | |
| "add_setup_tokens": true, | |
| "add_control_tokens": true, | |
| "num_state_tokens": 256, | |
| "max_sequence_length": null, | |
| "chunk_size": 30, | |
| "max_action_dim": 32, | |
| "env_action_dim": 6 | |
| } | |
| }, | |
| { | |
| "registry_name": "device_processor", | |
| "config": { | |
| "device": "cuda", | |
| "float_dtype": null | |
| } | |
| } | |
| ] | |
| } |