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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 datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
md unknown | __key__ string | __url__ string |
|---|---|---|
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... | OPSD_pi/.claude/skills/add-dynamic-filter/SKILL | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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100... | OPSD_pi/.claude/skills/add-rollout-function/SKILL | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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1... | OPSD_pi/.claude/skills/slime-code-review-preferences/SKILL | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/ISSUE_TEMPLATE/bug_report | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/ISSUE_TEMPLATE/config | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/ISSUE_TEMPLATE/question | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/workflows/bot-slash-lint | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/workflows/conda-ci | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/workflows/generate_github_workflows | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/workflows/pr-test | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/workflows/pre-commit | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/.github/workflows/release-docs | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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... | OPSD_pi/AGENTS | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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... | OPSD_pi/CONTRIBUTING | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/PACKAGE_VERSIONS | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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2... | OPSD_pi/README | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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null | OPSD_pi/build_conda | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/Dockerfile | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/Dockerfile_20250810_9a48ba0 | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/Dockerfile_20250810_c22f55b | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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11... | OPSD_pi/docker/NOTES_GB10 | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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111,... | OPSD_pi/docker/README | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/amd_patch/latest/amd_megatron_fused_kernels_init | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/amd_patch/latest/megatron | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/amd_patch/latest/sglang | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/amd_patch/sglv0.5.0rc0/amd_megatron_fused_kernels_init | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/amd_patch/sglv0.5.0rc0/megatron | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/amd_patch/sglv0.5.0rc0/sglang | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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3... | OPSD_pi/docker/npu_patch/README | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/npu_patch/megatron-bridge | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/npu_patch/megatron | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/npu_patch/mindspeed | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/npu_patch/sglang | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/npu_patch/slime | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/gb10/cuda_profiler_api | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/gb10/patch_sgl_kernel | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/gb10/sgl-kernel-arch | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/latest/megatron | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/latest/sglang-pull_weights | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/latest/sglang-release_hicache | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/latest/sglang-top_p | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
null | OPSD_pi/docker/patch/latest/sglang | hf://datasets/LSW142857/OPSD-PI-SWE-Gym-1024@e3dfe540d7a5707bec12b53d46778b658b84eae6/release/OPSD_pi-opsd-pi-training-20260818.tar.gz |
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End of preview.
OPSD-PI SWE-Gym 1024
OPSD-PI is a stage-adaptive privileged-information distillation project for repository-level coding agents. The student sees only the ordinary task and interaction history; a frozen teacher additionally receives stage-specific PI for EXPLORE, REPRODUCE, DIAGNOSE, EDIT, or VERIFY. Top-K forward KL distills that signal into the student LoRA and MTP head, while evaluation runs without external PI.
This repository publishes the prepared teacher-side inputs and portable source release for the Qwen3.5-9B OPSD-PI Weak experiment. The training implementation uses slime, Megatron-LM, SGLang, mini-swe-agent, and Apptainer as runtime components, but the maintained project and runbook are OPSD-PI-specific.
Contents
data/train.jsonl: 1024 unique SWE-Gym tasks with stage-adaptive PI.data/manifest.json: source hashes, ordered instance IDs, and validation metadata.release/: portable source archive and fresh-run installer.
Checksums:
d33c069a715ff6d4cc115ec7ceee024b5d792f9ee7a3182c1d7cb7ddf56e086e data/train.jsonl
529ed48d4d130249d156d497404bd90d9afe7afebb3af9bf915a7bfa3106ff3b data/manifest.json
The source swegym_1024.zip has SHA-256
43fb5b98792df0440d36cc985a8f59547e4ac156188903d83654abf7d62f7184.
It contains every task from the earlier 512-task swegym.zip plus 512 new
tasks. The overlapping 512 PI payloads are identical. All 1024 artifacts passed
the required structure and quality checks and matched the SWE-Gym baseline.
Run
Use the maintained branch and its beginner guide:
git clone --branch opsd-pi-training --single-branch \
https://github.com/LeiLiLab/privilege-code-opsd.git OPSD_pi
cd OPSD_pi
OPSD_DATASET_ROWS=1024 \
OPSD_PYTHON=/absolute/path/to/cuda-env/bin/python \
bash scripts/opsd_pi_bootstrap_public.sh /persistent/opsd
Full instructions: https://github.com/LeiLiLab/privilege-code-opsd/tree/opsd-pi-training
This dataset contains privileged teacher information and benchmark patches. Keep it teacher-only. Do not inject it into the student prompt during SWE-bench evaluation.
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