{ "setting": "OpenVLA / LIBERO-10 offline action calibration", "num_records": 400, "split_counts": { "train": 240, "val": 80, "test": 80 }, "source_dataset": "https://huggingface.co/datasets/yifengzhu-hf/LIBERO-datasets", "source_code": "https://github.com/Lifelong-Robot-Learning/LIBERO", "records_file": "triplets.json", "observation_file": "observations.npz", "observation_array": "agentview_rgb", "observation_shape": [ 400, 128, 128, 3 ], "observation_dtype": "uint8", "observation_alignment": "triplets.json observation_index is the first-axis index of agentview_rgb; original HDF5 images with no flip, crop or resizing", "paired_inputs": "All three instruction/action pairs in a record share this same source observation and simulator state.", "source_states": { "break_target_object": { "sampled_states_shape": [ 200, 123 ], "demo_initial_states_shape": [ 50, 123 ], "sampled_states_dtype": "float64" }, "break_executability_condition": { "sampled_states_shape": [ 200, 47 ], "demo_initial_states_shape": [ 50, 47 ], "sampled_states_dtype": "float64" } }, "state_alignment": "Per-case NPZ record_indices indexes triplets.json. demo_numbers indexes demo_initial_states. States are source LIBERO simulator snapshots; scene models and simulator conventions come from LIBERO.", "split_policy": { "demo_order": "integer suffix in demo_N", "train_demos_per_case": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29 ], "val_demos_per_case": [ 30, 31, 32, 33, 34, 35, 36, 37, 38, 39 ], "test_demos_per_case": [ 40, 41, 42, 43, 44, 45, 46, 47, 48, 49 ], "frames_per_demo": 4, "frame_rule": "round(linspace(0, number_of_frames - 1, 4))" }, "carrier_input_preprocessing": { "source_view": "agentview_rgb", "center_crop_area_fraction": 0.9, "resize": 224, "resample": "PIL LANCZOS", "prompt": "In: What action should the robot take to {instruction.lower()}?\nOut:", "sampling": "do_sample=False", "provenance": "Source generator implementation and model registry; resize=224 is the parser default, and the source results do not store preprocessing CLI overrides." }, "expert_reference": "clean LIBERO demonstration action at the same source demo/frame", "license_file": "../licenses/LIBERO-MIT.txt" }