=== Avatar Training (fire-and-forget) ===
Script: train_pi0fast.py
Started: 2026-03-15 18:16:24 UTC

>>> [0/4] Raising file descriptor limit...
  ulimit -n = 65536
>>> [1/4] Setting environment...
  HF_TOKEN set: 37 chars
  WANDB_API_KEY set: 0 chars
>>> [2/4] Logging into HuggingFace...
The token has not been saved to the git credentials helper. Pass `add_to_git_credential=True` in this function directly or `--add-to-git-credential` if using via `hf`CLI if you want to set the git credential as well.
Token is valid (permission: write).
The token `avatar` has been saved to /root/.cache/huggingface/stored_tokens
Your token has been saved to /root/.cache/huggingface/token
Login successful.
Note: Environment variable`HF_TOKEN` is set and is the current active token independently from the token you've just configured.
⚠️  Warning: 'huggingface-cli login' is deprecated. Use 'hf auth login' instead.
>>> [3/4] Pre-downloading pretrained model...
  Downloading lerobot/pi0fast-base (default)...

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  Cached at /root/.cache/huggingface/hub/models--lerobot--pi0fast-base/snapshots/0737e07fac1e63519c0bd38bd869934ecd9c3f86
  GPUs: 8x NVIDIA H100 80GB HBM3
>>> [3.5/4] Pre-downloading dataset (single process)...
  Dataset key: alpha_bot_right_combined
  Downloading avatarrobotics/alpha-bot-right-combined...

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Traceback (most recent call last):
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_http.py", line 407, in hf_raise_for_status
    response.raise_for_status()
  File "/usr/local/lib/python3.11/dist-packages/requests/models.py", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 429 Client Error: Too Many Requests for url: https://huggingface.co/api/datasets/avatarrobotics/alpha-bot-right-combined/xet-read-token/d4b264d5c939b1daf64ee9547b07876ed38e1980

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "<string>", line 18, in <module>
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/_snapshot_download.py", line 332, in snapshot_download
    thread_map(
  File "/usr/local/lib/python3.11/dist-packages/tqdm/contrib/concurrent.py", line 69, in thread_map
    return _executor_map(ThreadPoolExecutor, fn, *iterables, **tqdm_kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/tqdm/contrib/concurrent.py", line 51, in _executor_map
    return list(tqdm_class(ex.map(fn, *iterables, chunksize=chunksize), **kwargs))
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/tqdm/std.py", line 1181, in __iter__
    for obj in iterable:
  File "/usr/lib/python3.11/concurrent/futures/_base.py", line 619, in result_iterator
    yield _result_or_cancel(fs.pop())
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.11/concurrent/futures/_base.py", line 317, in _result_or_cancel
    return fut.result(timeout)
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.11/concurrent/futures/_base.py", line 449, in result
    return self.__get_result()
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.11/concurrent/futures/_base.py", line 401, in __get_result
    raise self._exception
  File "/usr/lib/python3.11/concurrent/futures/thread.py", line 58, in run
    result = self.fn(*self.args, **self.kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/_snapshot_download.py", line 306, in _inner_hf_hub_download
    return hf_hub_download(
           ^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 1010, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 1171, in _hf_hub_download_to_cache_dir
    _download_to_tmp_and_move(
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 1723, in _download_to_tmp_and_move
    xet_get(
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 594, in xet_get
    connection_info = refresh_xet_connection_info(file_data=xet_file_data, headers=headers)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_xet.py", line 116, in refresh_xet_connection_info
    return _fetch_xet_connection_info_with_url(file_data.refresh_route, headers)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_xet.py", line 187, in _fetch_xet_connection_info_with_url
    hf_raise_for_status(resp)
  File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_http.py", line 480, in hf_raise_for_status
    raise _format(HfHubHTTPError, str(e), response) from e
huggingface_hub.errors.HfHubHTTPError: 429 Client Error: Too Many Requests for url: https://huggingface.co/api/datasets/avatarrobotics/alpha-bot-right-combined/xet-read-token/d4b264d5c939b1daf64ee9547b07876ed38e1980 (Request ID: Root=1-69b6f99e-369372282e133c4d3e061eb1;e76db005-69f3-41e0-8bb2-e3002c50341c)

We had to rate limit you, you hit the quota of 3000 api requests per 5 minutes period. Upgrade to higher plan to get higher limits (current: team). See https://huggingface.co/docs/hub/rate-limits
>>> [4/4] Launching accelerate with 8 GPUs...
  Script: train_pi0fast.py
  Train args: --dataset alpha_bot_right_combined --steps 400000 --batch-size 8 --lr 5e-5 --warmup-steps 1000 --save-freq 30000 --log-freq 100 --chunk-size 10 --num-workers 2 --push-to-hub --wandb 

The following values were not passed to `accelerate launch` and had defaults used instead:
	`--num_machines` was set to a value of `1`
	`--mixed_precision` was set to a value of `'no'`
	`--dynamo_backend` was set to a value of `'no'`
To avoid this warning pass in values for each of the problematic parameters or run `accelerate config`.
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============================================================
  π₀-FAST Training
============================================================
  Dataset:     avatarrobotics/alpha-bot-right-combined
  Pretrained:  lerobot/pi0fast-base
  Model repo:  avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825
  Steps:       400000
  Batch/GPU:   8  (eff: 64)
  Chunk size:  10
  LR:          5e-05
  Save freq:   30000
  GPUs:        8
============================================================

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lerobot_train \
  --dataset.repo_id=avatarrobotics/alpha-bot-right-combined \
  --policy.type=pi0_fast \
  --policy.pretrained_path=lerobot/pi0fast-base \
  --policy.repo_id=avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 \
  --policy.dtype=bfloat16 \
  --policy.gradient_checkpointing=true \
  --policy.chunk_size=10 \
  --policy.n_action_steps=10 \
  --policy.max_action_tokens=256 \
  --policy.optimizer_lr=5e-05 \
  --policy.optimizer_weight_decay=0.01 \
  --policy.scheduler_warmup_steps=1000 \
  --policy.scheduler_decay_steps=400000 \
  --policy.scheduler_decay_lr=1e-6 \
  --batch_size=8 \
  --steps=400000 \
  --save_freq=30000 \
  --log_freq=100 \
  --save_checkpoint=true \
  --seed=1000 \
  --num_workers=2 \
  --output_dir=outputs/train/pi0fast \
  --tolerance_s=2.0 \
  --policy.push_to_hub=true \
  --policy.private=true \

[Avatar] cudnn.benchmark=True, tf32=True
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Checkpoint push enabled → avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825 (with per-step tags)
[Avatar] Dataset task text patched (multi-task from tasks.json)
[Avatar] Dataset timestamp tolerance set to 2.0s
[Avatar] Installed corrupt-frame retry handler
[Avatar] Patched resize_with_pad_torch -> center_crop_resize (no padding waste)
[Avatar] Dataset pre-downloaded by launcher script
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
WARNING:lerobot.configs.policies:Device 'None' is not available. Switching to 'cuda'.
INFO 2026-03-15 18:25:49 ot_train.py:197 {'batch_size': 8,
 'checkpoint_path': None,
 'dataset': {'episodes': None,
             'image_transforms': {'enable': False,
                                  'max_num_transforms': 3,
                                  'random_order': False,
                                  'tfs': {'affine': {'kwargs': {'degrees': [-5.0,
                                                                            5.0],
                                                                'translate': [0.05,
                                                                              0.05]},
                                                     'type': 'RandomAffine',
                                                     'weight': 1.0},
                                          'brightness': {'kwargs': {'brightness': [0.8,
                                                                                   1.2]},
                                                         'type': 'ColorJitter',
                                                         'weight': 1.0},
                                          'contrast': {'kwargs': {'contrast': [0.8,
                                                                               1.2]},
                                                       'type': 'ColorJitter',
                                                       'weight': 1.0},
                                          'hue': {'kwargs': {'hue': [-0.05,
                                                                     0.05]},
                                                  'type': 'ColorJitter',
                                                  'weight': 1.0},
                                          'saturation': {'kwargs': {'saturation': [0.5,
                                                                                   1.5]},
                                                         'type': 'ColorJitter',
                                                         'weight': 1.0},
                                          'sharpness': {'kwargs': {'sharpness': [0.5,
                                                                                 1.5]},
                                                        'type': 'SharpnessJitter',
                                                        'weight': 1.0}}},
             'repo_id': 'avatarrobotics/alpha-bot-right-combined',
             'revision': None,
             'root': None,
             'streaming': False,
             'use_imagenet_stats': True,
             'video_backend': 'torchcodec'},
 'env': None,
 'eval': {'batch_size': 50, 'n_episodes': 50, 'use_async_envs': False},
 'eval_freq': 20000,
 'job_name': 'pi0_fast',
 'log_freq': 100,
 'num_workers': 2,
 'optimizer': {'betas': [0.9, 0.95],
               'eps': 1e-08,
               'grad_clip_norm': 1.0,
               'lr': 5e-05,
               'type': 'adamw',
               'weight_decay': 0.01},
 'output_dir': 'outputs/train/pi0fast',
 'peft': None,
 'policy': {'action_expert_variant': 'gemma_300m',
            'action_tokenizer_name': 'physical-intelligence/fast',
            'chunk_size': 10,
            'compile_mode': 'max-autotune',
            'compile_model': False,
            'device': 'cuda',
            'dtype': 'bfloat16',
            'empty_cameras': 0,
            'fast_skip_tokens': 128,
            'gradient_checkpointing': True,
            'image_resolution': [224, 224],
            'input_features': {},
            'license': None,
            'max_action_dim': 32,
            'max_action_tokens': 256,
            'max_decoding_steps': 256,
            'max_state_dim': 32,
            'n_action_steps': 10,
            'n_obs_steps': 1,
            'normalization_mapping': {'ACTION': <NormalizationMode.MEAN_STD: 'MEAN_STD'>,
                                      'STATE': <NormalizationMode.MEAN_STD: 'MEAN_STD'>,
                                      'VISUAL': <NormalizationMode.IDENTITY: 'IDENTITY'>},
            'optimizer_betas': [0.9, 0.95],
            'optimizer_eps': 1e-08,
            'optimizer_grad_clip_norm': 1.0,
            'optimizer_lr': 5e-05,
            'optimizer_weight_decay': 0.01,
            'output_features': {},
            'paligemma_variant': 'gemma_2b',
            'pretrained_path': 'lerobot/pi0fast-base',
            'private': True,
            'push_to_hub': True,
            'repo_id': 'avatarrobotics/pi0fast-alpha-bot-right-b64-20260315-1825',
            'rtc_config': None,
            'scheduler_decay_lr': 1e-06,
            'scheduler_decay_steps': 400000,
            'scheduler_warmup_steps': 1000,
            'tags': None,
            'temperature': 0.0,
            'text_tokenizer_name': 'google/paligemma-3b-pt-224',
            'tokenizer_max_length': 200,
            'type': 'pi0_fast',
            'use_amp': False,
            'use_kv_cache': True,
            'use_peft': False,
            'validate_action_token_prefix': True},
 'rabc_epsilon': 1e-06,
 'rabc_head_mode': 'sparse',
 'rabc_kappa': 0.01,
 'rabc_progress_path': None,
 'rename_map': {},
 'resume': False,
 'save_checkpoint': True,
 'save_freq': 30000,
 'scheduler': {'decay_lr': 1e-06,
               'num_decay_steps': 400000,
               'num_warmup_steps': 1000,
               'peak_lr': 5e-05,
               'type': 'cosine_decay_with_warmup'},
 'seed': 1000,
 'steps': 400000,
 'tolerance_s': 2.0,
 'use_policy_training_preset': True,
 'use_rabc': False,
 'wandb': {'disable_artifact': False,
           'enable': False,
           'entity': None,
           'mode': None,
           'notes': None,
           'project': 'lerobot',
           'run_id': None}}
INFO 2026-03-15 18:25:49 ot_train.py:205 Logs will be saved locally.
INFO 2026-03-15 18:25:49 ot_train.py:217 Creating dataset

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INFO 2026-03-15 18:25:51 eo_utils.py:106 Using video codec: libsvtav1

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[rank0]: Traceback (most recent call last):
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_http.py", line 407, in hf_raise_for_status
[rank0]:     response.raise_for_status()
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/requests/models.py", line 1024, in raise_for_status
[rank0]:     raise HTTPError(http_error_msg, response=self)
[rank0]: requests.exceptions.HTTPError: 429 Client Error: Too Many Requests for url: https://huggingface.co/api/datasets/avatarrobotics/alpha-bot-right-combined/xet-read-token/4580ccb8cc64f37418eaf71a9f8407217e1c8999

[rank0]: The above exception was the direct cause of the following exception:

[rank0]: Traceback (most recent call last):
[rank0]:   File "/tmp/train_pi0fast.py", line 439, in <module>
[rank0]:     main()
[rank0]:   File "/tmp/train_pi0fast.py", line 435, in main
[rank0]:     lerobot_main()
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/lerobot/scripts/lerobot_train.py", line 547, in main
[rank0]:     train()
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/lerobot/configs/parser.py", line 233, in wrapper_inner
[rank0]:     response = fn(cfg, *args, **kwargs)
[rank0]:                ^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/lerobot/scripts/lerobot_train.py", line 218, in train
[rank0]:     dataset = make_dataset(cfg)
[rank0]:               ^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/lerobot/datasets/factory.py", line 93, in make_dataset
[rank0]:     dataset = LeRobotDataset(
[rank0]:               ^^^^^^^^^^^^^^^
[rank0]:   File "/tmp/train_pi0fast.py", line 127, in _init_with_tolerance
[rank0]:     _orig_init(self, *args, **kwargs)
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/lerobot/datasets/lerobot_dataset.py", line 753, in __init__
[rank0]:     self.download(download_videos)
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/lerobot/datasets/lerobot_dataset.py", line 877, in download
[rank0]:     self.pull_from_repo(allow_patterns=files, ignore_patterns=ignore_patterns)
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/lerobot/datasets/lerobot_dataset.py", line 856, in pull_from_repo
[rank0]:     snapshot_download(
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
[rank0]:     return fn(*args, **kwargs)
[rank0]:            ^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/_snapshot_download.py", line 332, in snapshot_download
[rank0]:     thread_map(
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/tqdm/contrib/concurrent.py", line 69, in thread_map
[rank0]:     return _executor_map(ThreadPoolExecutor, fn, *iterables, **tqdm_kwargs)
[rank0]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/tqdm/contrib/concurrent.py", line 51, in _executor_map
[rank0]:     return list(tqdm_class(ex.map(fn, *iterables, chunksize=chunksize), **kwargs))
[rank0]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/tqdm/std.py", line 1181, in __iter__
[rank0]:     for obj in iterable:
[rank0]:   File "/usr/lib/python3.11/concurrent/futures/_base.py", line 619, in result_iterator
[rank0]:     yield _result_or_cancel(fs.pop())
[rank0]:           ^^^^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/lib/python3.11/concurrent/futures/_base.py", line 317, in _result_or_cancel
[rank0]:     return fut.result(timeout)
[rank0]:            ^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/lib/python3.11/concurrent/futures/_base.py", line 449, in result
[rank0]:     return self.__get_result()
[rank0]:            ^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/lib/python3.11/concurrent/futures/_base.py", line 401, in __get_result
[rank0]:     raise self._exception
[rank0]:   File "/usr/lib/python3.11/concurrent/futures/thread.py", line 58, in run
[rank0]:     result = self.fn(*self.args, **self.kwargs)
[rank0]:              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/_snapshot_download.py", line 306, in _inner_hf_hub_download
[rank0]:     return hf_hub_download(
[rank0]:            ^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
[rank0]:     return fn(*args, **kwargs)
[rank0]:            ^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 990, in hf_hub_download
[rank0]:     return _hf_hub_download_to_local_dir(
[rank0]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 1300, in _hf_hub_download_to_local_dir
[rank0]:     _download_to_tmp_and_move(
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 1723, in _download_to_tmp_and_move
[rank0]:     xet_get(
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/file_download.py", line 594, in xet_get
[rank0]:     connection_info = refresh_xet_connection_info(file_data=xet_file_data, headers=headers)
[rank0]:                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
[rank0]:     return fn(*args, **kwargs)
[rank0]:            ^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_xet.py", line 116, in refresh_xet_connection_info
[rank0]:     return _fetch_xet_connection_info_with_url(file_data.refresh_route, headers)
[rank0]:            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
[rank0]:     return fn(*args, **kwargs)
[rank0]:            ^^^^^^^^^^^^^^^^^^^
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_xet.py", line 187, in _fetch_xet_connection_info_with_url
[rank0]:     hf_raise_for_status(resp)
[rank0]:   File "/usr/local/lib/python3.11/dist-packages/huggingface_hub/utils/_http.py", line 480, in hf_raise_for_status
[rank0]:     raise _format(HfHubHTTPError, str(e), response) from e
[rank0]: huggingface_hub.errors.HfHubHTTPError: 429 Client Error: Too Many Requests for url: https://huggingface.co/api/datasets/avatarrobotics/alpha-bot-right-combined/xet-read-token/4580ccb8cc64f37418eaf71a9f8407217e1c8999 (Request ID: Root=1-69b6fad5-7e030b11053a68036bae6453;86c55191-367b-43a9-9683-19b0be6bc086)

[rank0]: We had to rate limit you, you hit the quota of 3000 api requests per 5 minutes period. Upgrade to higher plan to get higher limits (current: team). See https://huggingface.co/docs/hub/rate-limits
[rank0]:[W315 18:30:47.286154375 ProcessGroupNCCL.cpp:1479] Warning: WARNING: destroy_process_group() was not called before program exit, which can leak resources. For more info, please see https://pytorch.org/docs/stable/distributed.html#shutdown (function operator())
W0315 18:30:48.241000 7920 torch/distributed/elastic/multiprocessing/api.py:900] Sending process 7989 closing signal SIGTERM
W0315 18:30:48.241000 7920 torch/distributed/elastic/multiprocessing/api.py:900] Sending process 7990 closing signal SIGTERM
W0315 18:30:48.241000 7920 torch/distributed/elastic/multiprocessing/api.py:900] Sending process 7991 closing signal SIGTERM
W0315 18:30:48.241000 7920 torch/distributed/elastic/multiprocessing/api.py:900] Sending process 7992 closing signal SIGTERM
W0315 18:30:48.241000 7920 torch/distributed/elastic/multiprocessing/api.py:900] Sending process 7993 closing signal SIGTERM
W0315 18:30:48.242000 7920 torch/distributed/elastic/multiprocessing/api.py:900] Sending process 7994 closing signal SIGTERM
W0315 18:30:48.242000 7920 torch/distributed/elastic/multiprocessing/api.py:900] Sending process 7995 closing signal SIGTERM
E0315 18:30:49.183000 7920 torch/distributed/elastic/multiprocessing/api.py:874] failed (exitcode: 1) local_rank: 0 (pid: 7988) of binary: /usr/bin/python
Traceback (most recent call last):
  File "/usr/local/bin/accelerate", line 8, in <module>
    sys.exit(main())
             ^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/accelerate/commands/accelerate_cli.py", line 50, in main
    args.func(args)
  File "/usr/local/lib/python3.11/dist-packages/accelerate/commands/launch.py", line 1396, in launch_command
    multi_gpu_launcher(args)
  File "/usr/local/lib/python3.11/dist-packages/accelerate/commands/launch.py", line 1023, in multi_gpu_launcher
    distrib_run.run(args)
  File "/usr/local/lib/python3.11/dist-packages/torch/distributed/run.py", line 883, in run
    elastic_launch(
  File "/usr/local/lib/python3.11/dist-packages/torch/distributed/launcher/api.py", line 139, in __call__
    return launch_agent(self._config, self._entrypoint, list(args))
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/dist-packages/torch/distributed/launcher/api.py", line 270, in launch_agent
    raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError: 
============================================================
/tmp/train_pi0fast.py FAILED
------------------------------------------------------------
Failures:
  <NO_OTHER_FAILURES>
------------------------------------------------------------
Root Cause (first observed failure):
[0]:
  time      : 2026-03-15_18:30:48
  host      : e54cacaa767d
  rank      : 0 (local_rank: 0)
  exitcode  : 1 (pid: 7988)
  error_file: <N/A>
  traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
============================================================

>>> Training finished with exit code 1
Ended: 2026-03-15 18:30:49 UTC
>>> Saving training log to HuggingFace...