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/dynamic_rf/data_v6/chicago/chicago_region_01348_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01349_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01350_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01351_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01331_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01332_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01333_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01334_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +7 -7
- compact_uint16/manifests/dynamic_rf_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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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 **2993 条**(动态 UAV RF 实体 2993 条,历史辅助 0 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 **2993 条**(动态 UAV RF 实体 2993 条,历史辅助 0 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/dynamic_rf/data_v6/chicago/chicago_region_01348_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:32ca6afa0b5bcaa9a1b5bc42ab52b9c9989dc01ab851a43dc7827fb2b453e9c3
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size 176898467
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01349_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b1e05a3f15404099bfaaa40c4ffc6fb7941d57504d119b4abebde9af9e3efd0
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size 173683749
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01350_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 145665316
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01351_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:03a1b10ddd3a980cb799edd2e16e60ec3434ae1d1c653d3fa24a6bc11cba3e2e
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size 157375261
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01331_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:32c8d194ccdaf9d13e47b01024c6e1db60fcb84bd2dcaf626ff5c9e475477131
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size 232607476
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01332_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:856dddb7c2a502944b62e2ec799f179438a996dedb078aaca8d790144f6532f0
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size 186014877
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01333_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa7bd34578535b17641679fc1a425cd6e1ec2938cdbc6dafc909f6d80a5b86e2
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size 219694453
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_01334_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T03:26:
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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":
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 381,
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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": "2026-11-01T03:26:43.482494+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 2993,
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"dynamic_rf_samples": 2993,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 381,
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"chicago": 1306,
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"houston": 1306
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},
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"unique_physical_groups": 2993,
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"total_tar_bytes": 547181461522,
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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/dynamic_rf_train.jsonl
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{"record_id": "data_v6/chicago_region_01345_bs_uav_v6_episode_000", "sample_id": "chicago_region_01345_bs_uav_v6_episode_000", "scene_id": "chicago_region_01345", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "adb411ae2faa894c275320c0daf5b09d7ef0f7e596cdb921c01ac3d058055a9b", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01345_bs_uav_v6_episode_000.tar.gz", "sha256": "96803e97be48e5fe2add67fcebe70270ef337902c5dc41c79b9604e77914a87f", "bytes": 177822763, "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": "2026-11-01T00:02:41.052628+08:00", "export_seconds": 43.517, "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/dynamic_rf/data_v6/chicago/chicago_region_01345_bs_uav_v6_episode_000.tar", "source_float32_sha256": "2d0a3328b270cab4d748bbab703e1a8378d69bc14459d275ba2f4492d3b26bc8", "source_float32_bytes": 261498880, "source_float32_packaged_shanghai": "2026-10-31T23:41:03.443741+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 432145423, "source_tar_bytes": 261498880, "conversion_and_verification_seconds": 25.705}}
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{"record_id": "data_v6/chicago_region_01346_bs_uav_v6_episode_000", "sample_id": "chicago_region_01346_bs_uav_v6_episode_000", "scene_id": "chicago_region_01346", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "07dbe321c25bc51387b605cf0321e5053f7b572be49ac381fd21633e598f5cd0", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01346_bs_uav_v6_episode_000.tar.gz", "sha256": "75e6e3c6583d90c79bd4f1d644860c9dab656442044d1adc90ed8652ca3c620f", "bytes": 179318192, "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": "2026-11-01T00:02:43.651365+08:00", "export_seconds": 40.58, "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/dynamic_rf/data_v6/chicago/chicago_region_01346_bs_uav_v6_episode_000.tar", "source_float32_sha256": "6b229c1c8062f4772aea24ed35c97ad3bbd51fd04f77fca619382732fdb0d7da", "source_float32_bytes": 261324800, "source_float32_packaged_shanghai": "2026-10-31T23:41:24.558643+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 423450546, "source_tar_bytes": 261324800, "conversion_and_verification_seconds": 22.411}}
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{"record_id": "data_v6/chicago_region_01347_bs_uav_v6_episode_000", "sample_id": "chicago_region_01347_bs_uav_v6_episode_000", "scene_id": "chicago_region_01347", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "1e5f873bfc76f22fbd104639b084317259117087e5068f9750c9eda39435c58a", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01347_bs_uav_v6_episode_000.tar.gz", "sha256": "d9e8f5063df3d3135dd6e65cb7b8dfdad5284db2a8b99c932911e84f98afe640", "bytes": 176278816, "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": "2026-11-01T00:02:50.492291+08:00", "export_seconds": 41.836, "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/dynamic_rf/data_v6/chicago/chicago_region_01347_bs_uav_v6_episode_000.tar", "source_float32_sha256": "9125d89eb369e5fb085a6b7991a3d8a65bf04fe0bbd85c837f0a43950eb8fabe", "source_float32_bytes": 256614400, "source_float32_packaged_shanghai": "2026-10-31T23:41:24.388868+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 430085467, "source_tar_bytes": 256614400, "conversion_and_verification_seconds": 24.747}}
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{"record_id": "data_v6/houston_region_00008_bs_uav_v6_episode_000", "sample_id": "houston_region_00008_bs_uav_v6_episode_000", "scene_id": "houston_region_00008", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "330b7b2a5f06410e6c345b7781b7f90692d80030c4b028462ad5350a3111a5c5", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "4efa23f4f8ba7a4a513080ff17d37f4e91d30a5994695aab81d8690097abb2aa", "bytes": 93036938, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:21:08.761882+08:00", "export_seconds": 39.345, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/dynamic_rf/data_v6/houston/houston_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "564c02fa2d3594357089015a580b5fae58075fead65537bd64a8d2481a9aad4d", "source_float32_bytes": 295925760, "source_float32_packaged_shanghai": "2026-10-31T15:02:08.403728+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 417658418, "source_tar_bytes": 295925760, "conversion_and_verification_seconds": 28.27}}
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compact_uint16/manifests/train.jsonl
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| 1681 |
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| 1684 |
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