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_00284_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00285_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00286_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00290_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00291_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00292_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00294_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00296_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 **4153 条**(动态 UAV RF 实体 3308 条,历史辅助 845 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 **4153 条**(动态 UAV RF 实体 3308 条,历史辅助 845 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_00284_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e6219f60dd2ce36b38235214ce744af4e453deb729f1ad6a5b5def8182c3f4ee
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size 107198115
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00285_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e7efcdf43be090cad67c2eeff41f1bd8d587cff554aefe9bc0dc5918bcfb970d
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size 81990963
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00286_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 167401881
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00290_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:c1b804eb40a3044b1297bf4e8c52bb1cd1618fe5cecf1acbf9d770eba0947cce
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size 132159260
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00291_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 143601626
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00292_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:439627a4bdb3934df844a57cb5cdc9f72ad169d6ca42193aaa48b44b9ef274ca
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size 142144658
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00294_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:fb62076ecdf7407376e5714da2a3b648cb88be9681606899f4da242a910bc9be
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size 165073510
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00296_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:15ff6f31f1437873149099837c5fcbbbd2f458bd93b4aec0372662f4b5f1065d
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size 164724516
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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": 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": "2026-11-01T04:59:13.158781+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 4153,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 845,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1760,
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"houston": 1641
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},
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"unique_physical_groups": 4151,
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"total_tar_bytes": 765586495145,
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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_00279_bs_uav_episode_000", "sample_id": "chicago_region_00279_bs_uav_episode_000", "scene_id": "chicago_region_00279", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "8cbd73907b2a3a18a561a42bb372404d558e517994ccaac91f55bbf155fb26ee", "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_00279_bs_uav_episode_000.tar.gz", "sha256": "4480923c805974202a493cf8b0db37877b11fda51895377842567fb4fe663d03", "bytes": 114166882, "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": "2026-11-01T01:57:54.584738+08:00", "export_seconds": 33.222, "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_00279_bs_uav_episode_000.tar", "source_float32_sha256": "7321a0bfe0351a9a385e0902114bdaefde63412a3623f581318eea38b0fb7ba3", "source_float32_bytes": 126146560, "source_float32_packaged_shanghai": "2026-11-01T01:57:02.433499+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": 416427189, "source_tar_bytes": 126146560, "conversion_and_verification_seconds": 20.041}}
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{"record_id": "data_v5/chicago_region_00280_bs_uav_episode_000", "sample_id": "chicago_region_00280_bs_uav_episode_000", "scene_id": "chicago_region_00280", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "b280285cc5e05a130dd5274820c768a3a3789b58711d0591009bb8ec364c085b", "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_00280_bs_uav_episode_000.tar.gz", "sha256": "2f061a5bb12c3f01fb42f3d255b953af6ebaad979da7aada08dd3cc544cccbf8", "bytes": 145790811, "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": "2026-11-01T01:57:58.849307+08:00", "export_seconds": 37.487, "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_00280_bs_uav_episode_000.tar", "source_float32_sha256": "b951b7bc80d883d3449801e5511a6d01d35fe31f49010b2d49bb0161c5672322", "source_float32_bytes": 133468160, "source_float32_packaged_shanghai": "2026-11-01T01:57:16.791935+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": 416291521, "source_tar_bytes": 133468160, "conversion_and_verification_seconds": 19.992}}
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{"record_id": "data_v5/chicago_region_00282_bs_uav_episode_000", "sample_id": "chicago_region_00282_bs_uav_episode_000", "scene_id": "chicago_region_00282", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "6ac12d8c903fa5e6a49cd38ddef4ab3188b623e25a2db099bea2ede359751d14", "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_00282_bs_uav_episode_000.tar.gz", "sha256": "573c00e573293945a7988cca662ff1ceff0623881907414fb77d80aba16b13d7", "bytes": 124161233, "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": "2026-11-01T01:58:07.522504+08:00", "export_seconds": 34.733, "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_00282_bs_uav_episode_000.tar", "source_float32_sha256": "3cda03eb861ec0cc14a82c4e03c574a81ac254b2d67f0b3ef36af8ed56470564", "source_float32_bytes": 137963520, "source_float32_packaged_shanghai": "2026-11-01T01:57:16.618110+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": 424829108, "source_tar_bytes": 137963520, "conversion_and_verification_seconds": 20.752}}
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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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| 845 |
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compact_uint16/manifests/train.jsonl
CHANGED
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| 834 |
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| 835 |
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| 836 |
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| 837 |
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| 838 |
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| 839 |
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| 834 |
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