experiment_cfg/config.yaml
| 1 | !!python/object:groot.vla.omni.configs.base_config.Config |
| 2 | data: !!python/object:groot.vla.omni.configs.data.data_config.DataConfig |
| 3 | datasets: |
| 4 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 5 | dataset_paths: |
| 6 | - /mnt/aws-lfs-02/shared/datasets/xdof.yam_v7_all_merged_global_task_exclude_bad_subtasks |
| 7 | dataset_type: physical_embodiment |
| 8 | embodiment_tag: xdof_relative_eef_relative_joint |
| 9 | mix_ratio: 0.1 |
| 10 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 11 | dataset_paths: |
| 12 | - /mnt/aws-lfs-02/shared/datasets/xdof.yam_v7_subtask_only_merged_global_task |
| 13 | dataset_type: physical_embodiment |
| 14 | embodiment_tag: xdof_relative_eef_relative_joint_subtask |
| 15 | mix_ratio: 0.2 |
| 16 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 17 | dataset_paths: |
| 18 | - /mnt/aws-lfs-02/shared/datasets/droid_101_success_idlefiltered_n17 |
| 19 | - /mnt/aws-lfs-02/shared/datasets/droid_101_success_idlefiltered_n17_swapped |
| 20 | dataset_type: physical_embodiment |
| 21 | embodiment_tag: oxe_droid_relative_eef_relative_joint |
| 22 | mix_ratio: 0.1 |
| 23 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 24 | dataset_paths: |
| 25 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_g1.g1-in-the-wild-merged |
| 26 | dataset_type: physical_embodiment |
| 27 | embodiment_tag: real_g1_relative_eef_relative_joints |
| 28 | mix_ratio: 0.05 |
| 29 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 30 | dataset_paths: |
| 31 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.inlab_play_real_robot_batch_1 |
| 32 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.inlab_play_real_robot_batch_2 |
| 33 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.miscellaneous_1k_trajectories |
| 34 | dataset_type: physical_embodiment |
| 35 | embodiment_tag: real_r1_pro_sharpa_relative_eef |
| 36 | mix_ratio: 0.05 |
| 37 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 38 | dataset_paths: |
| 39 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch1-2025-12-10-merged |
| 40 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch3_2026-01-04-merged_backup |
| 41 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch4_2026-01-05-merged_backup |
| 42 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch5_2026-01-05-merged_backup |
| 43 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch6_2026-01-05-merged_backup |
| 44 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch10_2026-01-10-merged_backup |
| 45 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch11_2026-01-10-merged_backup |
| 46 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch12_2026-01-10-merged_backup |
| 47 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch8_2026-01-10-merged_backup |
| 48 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/mecka_lerobot/real_r1_pro_sharpa.mecka_batch9_2026-01-10-merged_backup |
| 49 | dataset_type: physical_embodiment |
| 50 | embodiment_tag: real_r1_pro_sharpa_relative_eef_mecka |
| 51 | mix_ratio: 0.25 |
| 52 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 53 | dataset_paths: |
| 54 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/maxinsights_lerobot_updated/1530hrs/real_r1_pro_sharpa.maxinsights_1530hrs_updated_train_set_merged |
| 55 | dataset_type: physical_embodiment |
| 56 | embodiment_tag: real_r1_pro_sharpa_relative_eef_maxinsights |
| 57 | mix_ratio: 0.2 |
| 58 | - !!python/object:groot.vla.omni.configs.data.data_config.SingleDatasetConfig |
| 59 | dataset_paths: |
| 60 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.inlab_play_human_batch1 |
| 61 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.inlab_play_human_batch2 |
| 62 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.shirt_rolling_task24_2000_human_video_filter_n6_keep1619_demo_stats |
| 63 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.shirt_rolling_task15_2000_human_video_filter_n6_keep572_demo_stats |
| 64 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.sort_cards_human_filter_n6_keep523_demo_stats_overwrite_left_side_stats |
| 65 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.tong_task38_2000_human_video_overwrite_left_side_stats |
| 66 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.syringe_task30i_2000_human_video_filtered |
| 67 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.unscrew_bottle_task43_2000_human_video_fixed-duration |
| 68 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.unscrew_Jim_bottle_task47_600_human_video |
| 69 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.fold_shirt_task30b_500_human_video_halfdone |
| 70 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.fold_towel_task30c_500_human_video_halfdone |
| 71 | - /mnt/aws-lfs-02/shared/datasets/galaxea_sharpa/real_r1_pro_sharpa.sort_cards_task32e_1000_human_video |
| 72 | dataset_type: physical_embodiment |
| 73 | embodiment_tag: real_r1_pro_sharpa_relative_eef_human |
| 74 | mix_ratio: 0.05 |
| 75 | download_cache: false |
| 76 | episode_sampling_rate: 0.1 |
| 77 | image_crop_size: |
| 78 | - 244 |
| 79 | - 244 |
| 80 | image_target_size: |
| 81 | - 224 |
| 82 | - 224 |
| 83 | max_prompt_trajectories: 5 |
| 84 | mock_dataset_mode: false |
| 85 | modality_configs: |
| 86 | oxe_droid_relative_eef_relative_joint: |
| 87 | action: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 88 | action_format: |
| 89 | - &id004 !!python/object/apply:groot.vla.omni.data.types.ActionFormat |
| 90 | - xyz+rot6d |
| 91 | - &id001 !!python/object/apply:groot.vla.omni.data.types.ActionFormat |
| 92 | - default |
| 93 | - *id001 |
| 94 | action_representation: |
| 95 | - &id002 !!python/object/apply:groot.vla.omni.data.types.ActionRepresentation |
| 96 | - relative |
| 97 | - &id005 !!python/object/apply:groot.vla.omni.data.types.ActionRepresentation |
| 98 | - absolute |
| 99 | - *id002 |
| 100 | action_type: |
| 101 | - &id006 !!python/object/apply:groot.vla.omni.data.types.ActionType |
| 102 | - eef |
| 103 | - &id003 !!python/object/apply:groot.vla.omni.data.types.ActionType |
| 104 | - non_eef |
| 105 | - *id003 |
| 106 | delta_indices: |
| 107 | - 0 |
| 108 | - 1 |
| 109 | - 2 |
| 110 | - 3 |
| 111 | - 4 |
| 112 | - 5 |
| 113 | - 6 |
| 114 | - 7 |
| 115 | - 8 |
| 116 | - 9 |
| 117 | - 10 |
| 118 | - 11 |
| 119 | - 12 |
| 120 | - 13 |
| 121 | - 14 |
| 122 | - 15 |
| 123 | - 16 |
| 124 | - 17 |
| 125 | - 18 |
| 126 | - 19 |
| 127 | - 20 |
| 128 | - 21 |
| 129 | - 22 |
| 130 | - 23 |
| 131 | - 24 |
| 132 | - 25 |
| 133 | - 26 |
| 134 | - 27 |
| 135 | - 28 |
| 136 | - 29 |
| 137 | - 30 |
| 138 | - 31 |
| 139 | - 32 |
| 140 | - 33 |
| 141 | - 34 |
| 142 | - 35 |
| 143 | - 36 |
| 144 | - 37 |
| 145 | - 38 |
| 146 | - 39 |
| 147 | exclude_state: false |
| 148 | extra_keys: |
| 149 | - joint_position |
| 150 | hand_keys: |
| 151 | - gripper_position |
| 152 | loss_weights: null |
| 153 | modality_keys: |
| 154 | - eef_9d |
| 155 | - gripper_position |
| 156 | - joint_position |
| 157 | normalization_mode: null |
| 158 | normalize_rotation: true |
| 159 | wrist_keys: |
| 160 | - eef_9d |
| 161 | language: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 162 | action_format: null |
| 163 | action_representation: null |
| 164 | action_type: null |
| 165 | delta_indices: |
| 166 | - 0 |
| 167 | exclude_state: false |
| 168 | extra_keys: null |
| 169 | hand_keys: null |
| 170 | loss_weights: null |
| 171 | modality_keys: |
| 172 | - annotation.language.language_instruction |
| 173 | - annotation.language.language_instruction_2 |
| 174 | - annotation.language.language_instruction_3 |
| 175 | normalization_mode: null |
| 176 | normalize_rotation: true |
| 177 | wrist_keys: null |
| 178 | state: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 179 | action_format: null |
| 180 | action_representation: null |
| 181 | action_type: null |
| 182 | delta_indices: |
| 183 | - 0 |
| 184 | exclude_state: false |
| 185 | extra_keys: null |
| 186 | hand_keys: null |
| 187 | loss_weights: null |
| 188 | modality_keys: |
| 189 | - eef_9d |
| 190 | - gripper_position |
| 191 | - joint_position |
| 192 | normalization_mode: null |
| 193 | normalize_rotation: true |
| 194 | wrist_keys: null |
| 195 | video: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 196 | action_format: null |
| 197 | action_representation: null |
| 198 | action_type: null |
| 199 | delta_indices: |
| 200 | - -15 |
| 201 | - 0 |
| 202 | exclude_state: false |
| 203 | extra_keys: null |
| 204 | hand_keys: null |
| 205 | loss_weights: null |
| 206 | modality_keys: |
| 207 | - exterior_image_1_left |
| 208 | - wrist_image_left |
| 209 | normalization_mode: null |
| 210 | normalize_rotation: true |
| 211 | wrist_keys: null |
| 212 | real_g1_relative_eef_relative_joints: |
| 213 | action: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 214 | action_format: |
| 215 | - *id004 |
| 216 | - *id004 |
| 217 | - *id001 |
| 218 | - *id001 |
| 219 | - *id001 |
| 220 | - *id001 |
| 221 | - *id001 |
| 222 | - *id001 |
| 223 | - *id001 |
| 224 | action_representation: |
| 225 | - *id002 |
| 226 | - *id002 |
| 227 | - *id005 |
| 228 | - *id005 |
| 229 | - *id002 |
| 230 | - *id002 |
| 231 | - *id005 |
| 232 | - *id005 |
| 233 | - *id005 |
| 234 | action_type: |
| 235 | - *id006 |
| 236 | - *id006 |
| 237 | - *id003 |
| 238 | - *id003 |
| 239 | - *id003 |
| 240 | - *id003 |
| 241 | - *id003 |
| 242 | - *id003 |
| 243 | - *id003 |
| 244 | delta_indices: |
| 245 | - 0 |
| 246 | - 1 |
| 247 | - 2 |
| 248 | - 3 |
| 249 | - 4 |
| 250 | - 5 |
| 251 | - 6 |
| 252 | - 7 |
| 253 | - 8 |
| 254 | - 9 |
| 255 | - 10 |
| 256 | - 11 |
| 257 | - 12 |
| 258 | - 13 |
| 259 | - 14 |
| 260 | - 15 |
| 261 | - 16 |
| 262 | - 17 |
| 263 | - 18 |
| 264 | - 19 |
| 265 | - 20 |
| 266 | - 21 |
| 267 | - 22 |
| 268 | - 23 |
| 269 | - 24 |
| 270 | - 25 |
| 271 | - 26 |
| 272 | - 27 |
| 273 | - 28 |
| 274 | - 29 |
| 275 | - 30 |
| 276 | - 31 |
| 277 | - 32 |
| 278 | - 33 |
| 279 | - 34 |
| 280 | - 35 |
| 281 | - 36 |
| 282 | - 37 |
| 283 | - 38 |
| 284 | - 39 |
| 285 | exclude_state: false |
| 286 | extra_keys: |
| 287 | - left_arm |
| 288 | - right_arm |
| 289 | - waist |
| 290 | - base_height_command |
| 291 | - navigate_command |
| 292 | hand_keys: |
| 293 | - left_hand |
| 294 | - right_hand |
| 295 | loss_weights: null |
| 296 | modality_keys: |
| 297 | - left_wrist_eef_9d |
| 298 | - right_wrist_eef_9d |
| 299 | - left_hand |
| 300 | - right_hand |
| 301 | - left_arm |
| 302 | - right_arm |
| 303 | - waist |
| 304 | - base_height_command |
| 305 | - navigate_command |
| 306 | normalization_mode: null |
| 307 | normalize_rotation: true |
| 308 | wrist_keys: |
| 309 | - left_wrist_eef_9d |
| 310 | - right_wrist_eef_9d |
| 311 | language: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 312 | action_format: null |
| 313 | action_representation: null |
| 314 | action_type: null |
| 315 | delta_indices: |
| 316 | - 0 |
| 317 | exclude_state: false |
| 318 | extra_keys: null |
| 319 | hand_keys: null |
| 320 | loss_weights: null |
| 321 | modality_keys: |
| 322 | - annotation.human.task_description |
| 323 | normalization_mode: null |
| 324 | normalize_rotation: true |
| 325 | wrist_keys: null |
| 326 | state: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 327 | action_format: null |
| 328 | action_representation: null |
| 329 | action_type: null |
| 330 | delta_indices: |
| 331 | - 0 |
| 332 | exclude_state: false |
| 333 | extra_keys: null |
| 334 | hand_keys: null |
| 335 | loss_weights: null |
| 336 | modality_keys: |
| 337 | - left_wrist_eef_9d |
| 338 | - right_wrist_eef_9d |
| 339 | - left_hand |
| 340 | - right_hand |
| 341 | - left_arm |
| 342 | - right_arm |
| 343 | - waist |
| 344 | normalization_mode: null |
| 345 | normalize_rotation: true |
| 346 | wrist_keys: null |
| 347 | video: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 348 | action_format: null |
| 349 | action_representation: null |
| 350 | action_type: null |
| 351 | delta_indices: |
| 352 | - -20 |
| 353 | - 0 |
| 354 | exclude_state: false |
| 355 | extra_keys: null |
| 356 | hand_keys: null |
| 357 | loss_weights: null |
| 358 | modality_keys: |
| 359 | - ego_view |
| 360 | normalization_mode: null |
| 361 | normalize_rotation: true |
| 362 | wrist_keys: null |
| 363 | real_r1_pro_sharpa_relative_eef: |
| 364 | action: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 365 | action_format: |
| 366 | - *id004 |
| 367 | - *id004 |
| 368 | - *id001 |
| 369 | - *id001 |
| 370 | action_representation: |
| 371 | - *id002 |
| 372 | - *id002 |
| 373 | - *id005 |
| 374 | - *id005 |
| 375 | action_type: |
| 376 | - *id006 |
| 377 | - *id006 |
| 378 | - *id003 |
| 379 | - *id003 |
| 380 | delta_indices: |
| 381 | - 0 |
| 382 | - 1 |
| 383 | - 2 |
| 384 | - 3 |
| 385 | - 4 |
| 386 | - 5 |
| 387 | - 6 |
| 388 | - 7 |
| 389 | - 8 |
| 390 | - 9 |
| 391 | - 10 |
| 392 | - 11 |
| 393 | - 12 |
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| 395 | - 14 |
| 396 | - 15 |
| 397 | - 16 |
| 398 | - 17 |
| 399 | - 18 |
| 400 | - 19 |
| 401 | - 20 |
| 402 | - 21 |
| 403 | - 22 |
| 404 | - 23 |
| 405 | - 24 |
| 406 | - 25 |
| 407 | - 26 |
| 408 | - 27 |
| 409 | - 28 |
| 410 | - 29 |
| 411 | - 30 |
| 412 | - 31 |
| 413 | - 32 |
| 414 | - 33 |
| 415 | - 34 |
| 416 | - 35 |
| 417 | - 36 |
| 418 | - 37 |
| 419 | - 38 |
| 420 | - 39 |
| 421 | exclude_state: false |
| 422 | extra_keys: [] |
| 423 | hand_keys: |
| 424 | - left_hand_joints |
| 425 | - right_hand_joints |
| 426 | loss_weights: null |
| 427 | modality_keys: |
| 428 | - left_wrist_eef |
| 429 | - right_wrist_eef |
| 430 | - left_hand_joints |
| 431 | - right_hand_joints |
| 432 | normalization_mode: null |
| 433 | normalize_rotation: true |
| 434 | wrist_keys: |
| 435 | - left_wrist_eef |
| 436 | - right_wrist_eef |
| 437 | language: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 438 | action_format: null |
| 439 | action_representation: null |
| 440 | action_type: null |
| 441 | delta_indices: |
| 442 | - 0 |
| 443 | exclude_state: false |
| 444 | extra_keys: null |
| 445 | hand_keys: null |
| 446 | loss_weights: null |
| 447 | modality_keys: |
| 448 | - annotation.human.coarse_action |
| 449 | normalization_mode: null |
| 450 | normalize_rotation: true |
| 451 | wrist_keys: null |
| 452 | state: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 453 | action_format: null |
| 454 | action_representation: null |
| 455 | action_type: null |
| 456 | delta_indices: |
| 457 | - 0 |
| 458 | exclude_state: false |
| 459 | extra_keys: null |
| 460 | hand_keys: null |
| 461 | loss_weights: null |
| 462 | modality_keys: |
| 463 | - left_wrist_eef |
| 464 | - right_wrist_eef |
| 465 | - left_hand_joints |
| 466 | - right_hand_joints |
| 467 | normalization_mode: null |
| 468 | normalize_rotation: true |
| 469 | wrist_keys: null |
| 470 | video: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 471 | action_format: null |
| 472 | action_representation: null |
| 473 | action_type: null |
| 474 | delta_indices: |
| 475 | - -20 |
| 476 | - 0 |
| 477 | exclude_state: false |
| 478 | extra_keys: null |
| 479 | hand_keys: null |
| 480 | loss_weights: null |
| 481 | modality_keys: |
| 482 | - ego_view_res320x240_freq20 |
| 483 | - left_wrist_view_res320x240_freq20 |
| 484 | - right_wrist_view_res320x240_freq20 |
| 485 | normalization_mode: null |
| 486 | normalize_rotation: true |
| 487 | wrist_keys: null |
| 488 | real_r1_pro_sharpa_relative_eef_human: |
| 489 | action: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 490 | action_format: |
| 491 | - *id004 |
| 492 | - *id004 |
| 493 | - *id001 |
| 494 | - *id001 |
| 495 | action_representation: |
| 496 | - *id002 |
| 497 | - *id002 |
| 498 | - *id005 |
| 499 | - *id005 |
| 500 | action_type: |
| 501 | - *id006 |
| 502 | - *id006 |
| 503 | - *id003 |
| 504 | - *id003 |
| 505 | delta_indices: |
| 506 | - 0 |
| 507 | - 1 |
| 508 | - 2 |
| 509 | - 3 |
| 510 | - 4 |
| 511 | - 5 |
| 512 | - 6 |
| 513 | - 7 |
| 514 | - 8 |
| 515 | - 9 |
| 516 | - 10 |
| 517 | - 11 |
| 518 | - 12 |
| 519 | - 13 |
| 520 | - 14 |
| 521 | - 15 |
| 522 | - 16 |
| 523 | - 17 |
| 524 | - 18 |
| 525 | - 19 |
| 526 | - 20 |
| 527 | - 21 |
| 528 | - 22 |
| 529 | - 23 |
| 530 | - 24 |
| 531 | - 25 |
| 532 | - 26 |
| 533 | - 27 |
| 534 | - 28 |
| 535 | - 29 |
| 536 | - 30 |
| 537 | - 31 |
| 538 | - 32 |
| 539 | - 33 |
| 540 | - 34 |
| 541 | - 35 |
| 542 | - 36 |
| 543 | - 37 |
| 544 | - 38 |
| 545 | - 39 |
| 546 | exclude_state: false |
| 547 | extra_keys: [] |
| 548 | hand_keys: |
| 549 | - left_hand_joints |
| 550 | - right_hand_joints |
| 551 | loss_weights: null |
| 552 | modality_keys: |
| 553 | - left_wrist_eef |
| 554 | - right_wrist_eef |
| 555 | - left_hand_joints |
| 556 | - right_hand_joints |
| 557 | normalization_mode: null |
| 558 | normalize_rotation: true |
| 559 | wrist_keys: |
| 560 | - left_wrist_eef |
| 561 | - right_wrist_eef |
| 562 | language: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 563 | action_format: null |
| 564 | action_representation: null |
| 565 | action_type: null |
| 566 | delta_indices: |
| 567 | - 0 |
| 568 | exclude_state: false |
| 569 | extra_keys: null |
| 570 | hand_keys: null |
| 571 | loss_weights: null |
| 572 | modality_keys: |
| 573 | - annotation.human.coarse_action |
| 574 | normalization_mode: null |
| 575 | normalize_rotation: true |
| 576 | wrist_keys: null |
| 577 | state: !!python/object:groot.vla.omni.data.types.ModalityConfig |
| 578 | action_format: null |
| 579 | action_representation: null |
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| 1242 | repetition_penalty: 1.0 |
| 1243 | reproject_vision: false |
| 1244 | return_dict: true |
| 1245 | return_dict_in_generate: false |
| 1246 | rtc_ramp_rate: 6.0 |
| 1247 | select_layer: 16 |
| 1248 | sep_token_id: null |
| 1249 | shortest_image_edge: 256 |
| 1250 | state_dropout_prob: 0.2 |
| 1251 | state_gaussian_noise_std: 0.0 |
| 1252 | suppress_tokens: null |
| 1253 | task_specific_params: null |
| 1254 | temperature: 1.0 |
| 1255 | tf_legacy_loss: false |
| 1256 | tie_encoder_decoder: false |
| 1257 | tie_word_embeddings: true |
| 1258 | tokenizer_class: null |
| 1259 | top_k: 50 |
| 1260 | top_p: 1.0 |
| 1261 | torchscript: false |
| 1262 | transformers_version: null |
| 1263 | tune_diffusion_model: true |
| 1264 | tune_linear: true |
| 1265 | tune_llm: false |
| 1266 | tune_projector: true |
| 1267 | tune_top_llm_layers: 0 |
| 1268 | tune_visual: false |
| 1269 | tune_vlln: true |
| 1270 | typical_p: 1.0 |
| 1271 | use_albumentations: true |
| 1272 | use_alternate_vl_dit: true |
| 1273 | use_bfloat16: false |
| 1274 | use_flash_attention: true |
| 1275 | use_future_tokens: false |
| 1276 | use_mean_std: false |
| 1277 | use_percentiles: true |
| 1278 | use_vl_self_attention: true |
| 1279 | use_vlln: true |
| 1280 | vl_self_attention_cfg: |
| 1281 | attention_head_dim: 64 |
| 1282 | dropout: 0.2 |
| 1283 | final_dropout: true |
| 1284 | num_attention_heads: 32 |
| 1285 | num_layers: 4 |
| 1286 | positional_embeddings: null |
| 1287 | vlm_backend: qwen3 |
| 1288 | vlm_model_path: nvidia/Cosmos-Reason2-2B |
| 1289 | training: !!python/object:groot.vla.omni.configs.training.training_config.TrainingConfig |
| 1290 | assert_loss_less_than: null |
| 1291 | batch_size: 32 |
| 1292 | bf16: true |
| 1293 | dataloader_num_workers: 4 |
| 1294 | deepspeed_stage: 2 |
| 1295 | enable_profiling: false |
| 1296 | eval_batch_size: 2 |
| 1297 | eval_bf16: true |
| 1298 | eval_set_split_ratio: 0.1 |
| 1299 | eval_steps: 500 |
| 1300 | eval_strategy: 'no' |
| 1301 | experiment_name: null |
| 1302 | fp16: false |
| 1303 | global_batch_size: 1024 |
| 1304 | gradient_accumulation_steps: 1 |
| 1305 | gradient_checkpointing: false |
| 1306 | learning_rate: 5.0e-05 |
| 1307 | logging_steps: 10 |
| 1308 | lr_scheduler_type: cosine |
| 1309 | max_concurrent_uploads: 2 |
| 1310 | max_grad_norm: 1.0 |
| 1311 | max_retries: 3 |
| 1312 | max_steps: 200000 |
| 1313 | muon_lr: 0.005 |
| 1314 | num_gpus: 256 |
| 1315 | optim: adamw_torch_fused |
| 1316 | output_dir: nvidia/Cosmos-Reason2-2B |
| 1317 | remove_unused_columns: false |
| 1318 | save_best_eval_metric_greater_is_better: true |
| 1319 | save_best_eval_metric_name: '' |
| 1320 | save_steps: 1000 |
| 1321 | save_total_limit: 5 |
| 1322 | save_vl_model: false |
| 1323 | skip_spike: true |
| 1324 | skip_spike_ema_alpha: 0.99 |
| 1325 | skip_spike_max_consecutive: 10 |
| 1326 | skip_spike_threshold: 5.0 |
| 1327 | start_from_checkpoint: null |
| 1328 | tf32: true |
| 1329 | upload_checkpoints: true |
| 1330 | upload_every: 1000 |
| 1331 | upload_last_n_checkpoints: 5 |
| 1332 | use_ddp: false |
| 1333 | use_legacy_wd_application: false |
| 1334 | use_muon: false |
| 1335 | use_wandb: true |
| 1336 | wandb_project: human_pretraining_n15_galaxea_sharpa |
| 1337 | warmup_ratio: 0.05 |
| 1338 | warmup_steps: 0 |
| 1339 | weight_decay: 1.0e-05 |
| 1340 | wsd_decay_type: cosine |
| 1341 | wsd_stable_ratio: 0.8 |
| 1342 | |