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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1531, in _prepare_split_single
                  for key, record in generator:
                                     ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 127, in _generate_examples
                  for example_idx, example in enumerate(self._get_pipeline_from_tar(tar_path, tar_iterator)):
                                              ~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 32, in _get_pipeline_from_tar
                  for filename, f in tar_iterator:
                                     ^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/track.py", line 49, in __iter__
                  for x in self.generator(*self.args):
                           ~~~~~~~~~~~~~~^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 1405, in _iter_from_urlpath
                  with xopen(urlpath, "rb", download_config=download_config, block_size=0) as f:
                       ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 982, in xopen
                  file_obj = fs.open(paths[0], mode)
                File "<string>", line 3, in open
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1176, in __call__
                  return self._mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1180, in _mock_call
                  return self._execute_mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1247, in _execute_mock_call
                  result = effect(*args, **kwargs)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 786, in wrapped
                  tracker.files[urlpath] = {"read": 0, "size": int(f.size)}
                                                               ~~~^^^^^^^^
              TypeError: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1393, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1571, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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jsonl
unknown
__key__
string
__url__
string
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/4/dev
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/4/test
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/4/train
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/3/dev
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/3/test
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/3/train
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
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data/ace_b0_perm4/1/dev
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
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data/ace_b0_perm4/1/test
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/1/train
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
"eyJzeXN0ZW1fcHJvbXB0IjogIllvdSBhcmUgYW4gb3Blbi1kb21haW4gZXZlbnQgZXh0cmFjdGlvbiBzeXN0ZW0uIFlvdXIgdGF(...TRUNCATED)
data/ace_b0_perm4/0/dev
hf://datasets/datht/processed-cl-ace@411e13fe773888156f196682b6b43e5cb564502a/ace_all.tar.gz
End of preview.

processed-cl-ace

ACE05 continual event extraction, 5 permutations x 5 tasks, already tokenised for Qwen3-0.6B, so nothing has to be built or processed after downloading.

Three variants, all sharing the same task order, the same task-0 training set and the same cumulative dev/test sets, so their numbers are directly comparable:

prefix what it changes
ace_b10_perm the standard setting: replay buffer of 10 per earlier label
ace_b0_perm no rehearsal at all (buffer 0)
ace_oracle_b10_perm no label stripping: a new-task sentence keeps its old-type events

The oracle differs only in the training responses. On perm0 task1, 37 of its sentences carry both a new-type and an old-type event, where the standard split has none.

Layout mirrors the OpenED repo, so each file goes to the same relative path:

  • data/<prefix>{0..4}/streams.json — the event types of each task, in stream order
  • data/<prefix>{0..4}/{0..4}/{train,dev,test}.jsonl — the task split ({system_prompt, user_prompt, response}). The pseudo-labelling and self-distillation stages read these, so they are needed even though the tokenised copies exist.
  • processed_data/<prefix>{0..4}/{0..4}/qwen/ — tools/process_data.py output (train_0.bin / .idx, plus valid and test), built with --max-prompt-length 460 --t-max-prompt-length 640 --dev-num 1000.

Built from datht/cl-ace with tools/build_ced_perms.py, seed 42 (--cap 10, --cap 0, and --cap 10 --oracle).

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