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_v5/chicago/chicago_region_00510_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00511_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00513_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00514_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00517_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00525_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00526_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00527_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +6 -6
- compact_uint16/manifests/legacy_aux_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 **4281 条**(动态 UAV RF 实体 3308 条,历史辅助 973 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 **4281 条**(动态 UAV RF 实体 3308 条,历史辅助 973 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_v5/chicago/chicago_region_00510_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:640f7493d82bbef9f253b70311a36f4ad7aa3c85b1b979058f12eb9397c043d9
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size 132198819
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00511_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 139078993
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00513_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 171162170
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00514_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd6d55266f9d2ccf7ad2a307e402a4aa23f229f1b9f9d015c9f23e67ac672c85
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size 154906843
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00517_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:aadffffc00a62d817b11b452fa0053ca3ee7029c70b2d19fc0f5556fc7f805a5
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size 176553311
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00525_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e461222ecdaa72ed198866695d23501f4249079c5c04f36a70b9266fbae4136a
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size 177597442
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00526_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d5bd89a9fb3d6de2b9727154b28ffb8548219ad72d2f9663b0490ec73c275df
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size 130472088
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00527_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 111218106
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T05:
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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": 1641
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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": "2026-11-01T05:04:06.857346+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 4281,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 973,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1888,
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"houston": 1641
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},
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"unique_physical_groups": 4279,
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"total_tar_bytes": 782191784379,
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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_v5/chicago_region_00506_bs_uav_episode_000", "sample_id": "chicago_region_00506_bs_uav_episode_000", "scene_id": "chicago_region_00506", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "eb566acd6424fef58d9d17be36a675e460429eec2e802fff62fb4b3c418bd0a8", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00506_bs_uav_episode_000.tar.gz", "sha256": "eb24a577c47da903b0e83d923d355bc73e9a79f825f808723dcef40a1a948821", "bytes": 127925309, "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": "2026-11-01T02:23:51.484821+08:00", "export_seconds": 33.608, "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_v5/chicago/chicago_region_00506_bs_uav_episode_000.tar", "source_float32_sha256": "2aa21a460ec528a9e48dad55de440d69cdcaf9cce48a18d4c2dadc03f818ced4", "source_float32_bytes": 127662080, "source_float32_packaged_shanghai": "2026-11-01T02:23:13.762524+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": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 422985589, "source_tar_bytes": 127662080, "conversion_and_verification_seconds": 19.984}}
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{"record_id": "data_v5/chicago_region_00508_bs_uav_episode_000", "sample_id": "chicago_region_00508_bs_uav_episode_000", "scene_id": "chicago_region_00508", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "f119d98df86741888cb1d5b67f99053b251819d4e657b08b9f3d07fcff9b29fd", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00508_bs_uav_episode_000.tar.gz", "sha256": "bc79e3ade6fb8cc021358ccae1206cddcbfe02ef2b44832942be6350cd61c36c", "bytes": 137102430, "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": "2026-11-01T02:24:03.934543+08:00", "export_seconds": 34.517, "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/legacy_aux/data_v5/chicago/chicago_region_00508_bs_uav_episode_000.tar", "source_float32_sha256": "805e05115da939443fa21610b88a758880588158d73bd746e5433dc157625370", "source_float32_bytes": 147435520, "source_float32_packaged_shanghai": "2026-11-01T02:23:14.842533+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": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 419536162, "source_tar_bytes": 147435520, "conversion_and_verification_seconds": 19.901}}
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{"record_id": "data_v5/chicago_region_00509_bs_uav_episode_000", "sample_id": "chicago_region_00509_bs_uav_episode_000", "scene_id": "chicago_region_00509", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "57f647545ee2eb06965fca1a0051a4774f33ccb5037abe5dd2cbba692b8224e4", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00509_bs_uav_episode_000.tar.gz", "sha256": "b4334dba9bf77789f6b571f5962bce1b77e209700ab9b07c4e61dd7b8d4f0ae1", "bytes": 111007604, "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": "2026-11-01T02:24:06.225211+08:00", "export_seconds": 31.014, "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_v5/chicago/chicago_region_00509_bs_uav_episode_000.tar", "source_float32_sha256": "16f451b9e8e1a6cf330021cb18f648b789fd7455c9f0542c96fd6c6104084748", "source_float32_bytes": 104499200, "source_float32_packaged_shanghai": "2026-11-01T02:23:12.987257+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": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 422692146, "source_tar_bytes": 104499200, "conversion_and_verification_seconds": 18.306}}
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{"record_id": "data_v5/houston_region_00020_bs_uav_episode_000", "sample_id": "houston_region_00020_bs_uav_episode_000", "scene_id": "houston_region_00020", "source_version": "data_v5", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8fb5bf15ff0c932358911d6f0ba9eebf55056ad29745a9277a50c8b54a9d8d1c", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/houston/houston_region_00020_bs_uav_episode_000.tar.gz", "sha256": "b8eedf818ddce54acb7e9056bcb9599d5a99e841b00947c400eb04723ace89a6", "bytes": 119449811, "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": "2026-11-01T00:53:35.555885+08:00", "export_seconds": 32.649, "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_v5/houston/houston_region_00020_bs_uav_episode_000.tar", "source_float32_sha256": "602ff6fc1a6c0b01bec995812d17a7c64ea95909228d1b071a9dcdd4d4cc98d2", "source_float32_bytes": 122234880, "source_float32_packaged_shanghai": "2026-11-01T00:52:33.751361+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": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 417648383, "source_tar_bytes": 122234880, "conversion_and_verification_seconds": 19.247}}
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| 973 |
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compact_uint16/manifests/train.jsonl
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| 962 |
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| 963 |
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| 964 |
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| 965 |
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| 966 |
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| 967 |
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| 962 |
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