Datasets:
Add 8 synchronized three-view uint16 NumPy training samples
Browse files- README.md +1 -1
- compact_uint16/README.md +1 -1
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_004.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_005.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_032_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_032_episode_001.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_001.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_002.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_003.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_004.tar.gz +3 -0
- compact_uint16/dataset_summary.json +7 -7
- compact_uint16/manifests/legacy_aux_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **3897 条**(动态 UAV RF 实体 3308 条,历史辅助 589 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/README.md
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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# Low-altitude RF world-model training data
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+
推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **3897 条**(动态 UAV RF 实体 3308 条,历史辅助 589 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_004.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:6a8b8edbec6cee084560a71d0e0bb2092923f9a2349fa691726d844a2dc7f0d3
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size 238430727
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_005.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:418e879fb7ef9a4b7280eddd9cef297736223f0d23377972064988e9cd31009c
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size 243362082
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_032_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:6099501a93b78d3a037e026fe8b0e0e4c8969ed8c40c036ddde4696946c64d4d
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size 240753283
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_032_episode_001.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:11726f09ea823cbdb566a8b803f7d3f817f56502e9f3f8fe6eff96a920c0ecb5
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size 246578468
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_001.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:c3c79ff3123193714b5ff4dc7eb0968a6c37e2958143ada29e2bff45f6185242
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size 227715861
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_002.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:792b6c2b6f2b104b67863fd733671fa89d21c7690dff3aaef7528260e59505a2
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size 244110227
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_003.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:455d9d8d545871dc36d40fb471e15769aa90298e9d804bac9007f61116e49b38
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size 243470579
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compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_019_episode_004.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:c8e55ea832fc4ef5fd2d7a4c0b8db590c3782feb5fe3f0c9852854dc633af690
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size 234435735
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T04:
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples":
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples":
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"counts_by_city": {
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"boston": 752,
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"chicago":
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"houston":
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},
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"unique_physical_groups":
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"total_tar_bytes":
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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{
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"updated_shanghai": "2026-11-01T04:41:06.950000+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 3897,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 589,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1573,
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"houston": 1572
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},
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"unique_physical_groups": 3895,
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"total_tar_bytes": 725207429800,
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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compact_uint16/manifests/legacy_aux_train.jsonl
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{"record_id": "data_v3_gpuopt_p3/chicago_031_episode_001", "sample_id": "chicago_031_episode_001", "scene_id": "chicago_031", "source_version": "data_v3_gpuopt_p3", "city": "chicago", "split": "train", "source_split": "test", "physical_episode_group": "bcbf3b655b10de3c03b2fd6e402d0eb67a6b238e54e00570adbbe621def1152c", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_001.tar.gz", "sha256": "3febb6f259c3c87be201020507104065aa5e05474837dee48b76e3116f35c510", "bytes": 252190013, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T04:15:43.949529+08:00", "export_seconds": 47.78, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_001.tar", "source_float32_sha256": "d170eb308987746e62e924c75226f030f3041c1890836049f3109df57a4f86cf", "source_float32_bytes": 338913280, "source_float32_packaged_shanghai": "2026-11-01T04:14:55.328206+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 424444837, "source_tar_bytes": 338913280, "conversion_and_verification_seconds": 26.255}}
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{"record_id": "data_v3_gpuopt_p3/chicago_031_episode_002", "sample_id": "chicago_031_episode_002", "scene_id": "chicago_031", "source_version": "data_v3_gpuopt_p3", "city": "chicago", "split": "train", "source_split": "test", "physical_episode_group": "00a8aedef98766139f034c9f4e21e7fc0e9daccbcd751a209fdf5ecd9a88f81b", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_002.tar.gz", "sha256": "972b034312aaa4903a7afc5c7d291e05ff639ba79b87c05f74a6412a1a111371", "bytes": 247163724, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T04:15:43.602635+08:00", "export_seconds": 47.432, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_002.tar", "source_float32_sha256": "c35df44ac49c8aff9661ea1e0030e5cb03d9c3d07479fd80c49dcd9d4a599b9f", "source_float32_bytes": 337377280, "source_float32_packaged_shanghai": "2026-11-01T04:14:52.980115+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 422088836, "source_tar_bytes": 337377280, "conversion_and_verification_seconds": 26.443}}
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{"record_id": "data_v3_gpuopt_p3/chicago_031_episode_003", "sample_id": "chicago_031_episode_003", "scene_id": "chicago_031", "source_version": "data_v3_gpuopt_p3", "city": "chicago", "split": "train", "source_split": "test", "physical_episode_group": "b5bbf4aabb70199c8f170dfc36bb1cbb932763b8d20fb0a1ae08a0ab0559197f", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_003.tar.gz", "sha256": "3fd881b077c868d9d0d55b5cd1fd4faba7e1bc898c1e3d81cb0350351775ebc4", "bytes": 240609641, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T04:15:43.072573+08:00", "export_seconds": 46.902, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_031_episode_003.tar", "source_float32_sha256": "fd0857342b9f947349926cb680576deadccbacaa148070f0cb111cb746f98d1c", "source_float32_bytes": 332339200, "source_float32_packaged_shanghai": "2026-11-01T04:14:52.300786+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 425145802, "source_tar_bytes": 332339200, "conversion_and_verification_seconds": 26.444}}
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{"record_id": "data_v3_gpuopt_p3/houston_000_episode_001", "sample_id": "houston_000_episode_001", "scene_id": "houston_000", "source_version": "data_v3_gpuopt_p3", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "39d6ace9accf07ee45af541ca6f46516b0e0062510fe74b14f0a85e6228372d6", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_000_episode_001.tar.gz", "sha256": "747671da0267eefccffdabf7ff2b0ed85b6cabb9fcbb75195297df194f730461", "bytes": 236434520, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T03:08:44.315134+08:00", "export_seconds": 48.025, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v3_gpuopt_p3/houston/houston_000_episode_001.tar", "source_float32_sha256": "91d2d5b38251e383740ed9d3e76a015c1c91582e1d9a2598173c321cbca1b052", "source_float32_bytes": 326133760, "source_float32_packaged_shanghai": "2026-11-01T03:07:50.939106+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 428310647, "source_tar_bytes": 326133760, "conversion_and_verification_seconds": 26.618}}
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compact_uint16/manifests/train.jsonl
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