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_01681_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01682_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01683_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01684_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01685_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01686_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01687_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02157_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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# 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 **5337 条**(动态 UAV RF 实体 4125 条,历史辅助 1212 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 **5337 条**(动态 UAV RF 实体 4125 条,历史辅助 1212 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_01681_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:290593eefad6e4c21a6f5eaad3bf2f6a9227297aa73135766cf407f6262b9449
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size 172151499
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01682_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c7fd974e2bc7d52eab2d4405e787a941e5cc0f7c9e930f85a4a1e3e04d135a5
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size 163178228
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01683_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 199456444
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01684_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:dadec685d07fc400944650daa4eba9d6a837eb962bd4c7f74cdb940bbe369245
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size 186597475
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01685_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:64a56c9560ff3a5f85c9b71ea4b4acfd1e6980dba8f36deafd77f666deb2441b
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size 221792802
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01686_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:b89ebcd883d347320e0fee9c0d7f18dfddfefba4a665ef2e40f0a552e22c8bde
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size 188919909
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01687_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:c77cefa54bddedf6779c974806039b100b8a9688f938920705275c424bc277f1
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size 214748395
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02157_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 168753430
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T06:
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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": 1212,
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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": "2026-11-01T06:07:30.314341+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5337,
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"dynamic_rf_samples": 4125,
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"legacy_auxiliary_samples": 1212,
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"counts_by_city": {
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"boston": 752,
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"chicago": 2335,
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"houston": 2250
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},
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"unique_physical_groups": 5335,
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"total_tar_bytes": 963936075240,
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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_01678_bs_uav_v6_episode_000", "sample_id": "chicago_region_01678_bs_uav_v6_episode_000", "scene_id": "chicago_region_01678", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "491d3939a37b03a06a64f16ab8d3219eedb21f97e732d7952b4c798c3ffe770a", "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_01678_bs_uav_v6_episode_000.tar.gz", "sha256": "3a375f668f8fda20d1becb7b288644295b2d6582c9fbc98c1700a7ff2802638c", "bytes": 168141989, "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": "2026-11-01T02:20:04.875568+08:00", "export_seconds": 42.732, "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_01678_bs_uav_v6_episode_000.tar", "source_float32_sha256": "88d129eb534c03e91cbdeae9cbd65f394bfb8d3ddd6cb56d58ff4bffe950196a", "source_float32_bytes": 267304960, "source_float32_packaged_shanghai": "2026-10-31T21:50:32.353140+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": 414075730, "source_tar_bytes": 267304960, "conversion_and_verification_seconds": 24.338}}
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{"record_id": "data_v6/chicago_region_01679_bs_uav_v6_episode_000", "sample_id": "chicago_region_01679_bs_uav_v6_episode_000", "scene_id": "chicago_region_01679", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "0dd486b718413115099da7a40f37723e4e2bd6537132adeb9233497d6e60c4d4", "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_01679_bs_uav_v6_episode_000.tar.gz", "sha256": "9217ebea1ac66f7a4fd4877342a705c6d6ffb26faf409af4fadbb49a431f0c74", "bytes": 151208455, "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": "2026-11-01T02:20:05.270937+08:00", "export_seconds": 43.127, "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_01679_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c85624b53c6af715685e3b0082b66599e8400ba8a5bbae7e98d727cf6929f39f", "source_float32_bytes": 221880320, "source_float32_packaged_shanghai": "2026-10-31T21:53:08.711931+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": 413211611, "source_tar_bytes": 221880320, "conversion_and_verification_seconds": 24.939}}
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{"record_id": "data_v6/chicago_region_01680_bs_uav_v6_episode_000", "sample_id": "chicago_region_01680_bs_uav_v6_episode_000", "scene_id": "chicago_region_01680", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "5d4ae5b71d6280c55cbf096717227ebb39090b618c3f2c20c89001615b06e87f", "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_01680_bs_uav_v6_episode_000.tar.gz", "sha256": "a953a431575b7d34f3d7fbf89f1e8006a4b621ea995c53352059ed98a597958d", "bytes": 218140655, "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": "2026-11-01T02:20:11.903668+08:00", "export_seconds": 44.213, "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_01680_bs_uav_v6_episode_000.tar", "source_float32_sha256": "ab0bcd82ca619f0d67a694ede8870830ef0efb40ad761aec408f606f0d0fdb02", "source_float32_bytes": 314777600, "source_float32_packaged_shanghai": "2026-10-31T21:55:26.689793+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": 411012146, "source_tar_bytes": 314777600, "conversion_and_verification_seconds": 22.388}}
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{"record_id": "data_v6/houston_region_00000_bs_uav_v6_episode_000", "sample_id": "houston_region_00000_bs_uav_v6_episode_000", "scene_id": "houston_region_00000", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "dcd56db8ca679dc3da67d99620cf2480a24b81eed2bc278a1d186dfec9437fde", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00000_bs_uav_v6_episode_000.tar.gz", "sha256": "80dc1eae2782b4183a9e33b3bcf2f5cb87598fb9ac55ac7f77446d52ca96c9e5", "bytes": 199548099, "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": "2026-11-01T00:28:07.279246+08:00", "export_seconds": 39.827, "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/houston/houston_region_00000_bs_uav_v6_episode_000.tar", "source_float32_sha256": "be677eaea4d802700a6c63ab826f86d51c8c57ca53c5bf105f680b2dbfe2d1ce", "source_float32_bytes": 218152960, "source_float32_packaged_shanghai": "2026-10-31T18:36:07.174872+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": 414497811, "source_tar_bytes": 218152960, "conversion_and_verification_seconds": 21.479}}
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| 2034 |
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| 4114 |
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| 4115 |
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| 4116 |
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| 4117 |
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| 2029 |
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| 2030 |
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| 2031 |
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compact_uint16/manifests/train.jsonl
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| 3241 |
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