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_01562_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01563_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01564_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01565_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02117_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02118_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02119_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02120_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 **5177 条**(动态 UAV RF 实体 3965 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 **5177 条**(动态 UAV RF 实体 3965 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_01562_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:e3ddc50dce64b9c783244b1091fa51907d77c0597a6ca3de3f22fb208afdd689
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size 160508736
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01563_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:db325181e4e3c0a8a41ae2be53df839d6346139e0297e3d39a45cc4bfb63c33e
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size 196351006
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01564_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:559c67cc8f83ccec17f81b301ec0f8bf038e694dcf17029423ea2b38e4efbe51
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size 237835342
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01565_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a2010d8e48d58b9f88821e0c3e1b2cb05ba9abf3a0a51833323d1cf465d9e9b
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size 258581516
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02117_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:d5c3a839022748df9ce5035bba7626d466bb98a84e738a5dfee49a224c1765b7
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size 208969692
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02118_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:da41507975bd4213f7b3c97f07c6c90f3697afe7f3c13e524935f42fb0f04275
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size 227568417
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02119_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:c4cdb507deb99a9a2e93f4baf6b46048e2b4531d081775beeddc3a0fca7f42dd
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size 182486881
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02120_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 171139309
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-
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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": "2026-11-01T06:00:13.316866+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5177,
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"dynamic_rf_samples": 3965,
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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": 2213,
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"houston": 2212
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},
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"unique_physical_groups": 5175,
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"total_tar_bytes": 934442475839,
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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_01559_bs_uav_v6_episode_000", "sample_id": "chicago_region_01559_bs_uav_v6_episode_000", "scene_id": "chicago_region_01559", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "de16e38091643d45e619799106fc5aaf9aa19bfe2e35a175a901b26b57a812ab", "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_01559_bs_uav_v6_episode_000.tar.gz", "sha256": "27f84ad54324a3d6ed1582d07e44b3bcc449b566cd25df01b173ae8bf65f4351", "bytes": 206552961, "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": "2026-11-01T01:01:38.147772+08:00", "export_seconds": 48.313, "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_01559_bs_uav_v6_episode_000.tar", "source_float32_sha256": "e0c1ad6715e544c9eb4a9f80731f65da62bd095b59f44c08b7d3d0d5e912445f", "source_float32_bytes": 298639360, "source_float32_packaged_shanghai": "2026-10-31T19:27:25.143063+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": 423378361, "source_tar_bytes": 298639360, "conversion_and_verification_seconds": 28.365}}
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{"record_id": "data_v6/chicago_region_01560_bs_uav_v6_episode_000", "sample_id": "chicago_region_01560_bs_uav_v6_episode_000", "scene_id": "chicago_region_01560", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "2048db59ba6a76c82f319ad919c02a371a33d35019e749edbf2de760e042075d", "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_01560_bs_uav_v6_episode_000.tar.gz", "sha256": "e4f6fd2867110b617812ff72155b0f9cf07a25a875268a73d3e4dc3561e9b6ac", "bytes": 233193894, "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": "2026-11-01T01:01:52.365577+08:00", "export_seconds": 51.255, "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_01560_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4122a033ab239d505a0200192819dfade536d7353e2cc170b8327cf7aa271954", "source_float32_bytes": 329195520, "source_float32_packaged_shanghai": "2026-10-31T19:27:24.672993+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": 427931700, "source_tar_bytes": 329195520, "conversion_and_verification_seconds": 29.445}}
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{"record_id": "data_v6/chicago_region_01561_bs_uav_v6_episode_000", "sample_id": "chicago_region_01561_bs_uav_v6_episode_000", "scene_id": "chicago_region_01561", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "1fc4396804e8598856ceb438f975319f10d0ecb58dc530e9e8c89ab94a173802", "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_01561_bs_uav_v6_episode_000.tar.gz", "sha256": "d4022e76871a2c61b1c42b5f26df85dda591ae38f26f2ce595385bd93ee5e716", "bytes": 197364718, "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": "2026-11-01T01:03:51.251662+08:00", "export_seconds": 46.685, "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_01561_bs_uav_v6_episode_000.tar", "source_float32_sha256": "7431a513cd37119af360d5f2a52e93ebb4e4a6dd6cd116e73a9f610a5056897b", "source_float32_bytes": 283443200, "source_float32_packaged_shanghai": "2026-10-31T19:28:04.828911+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": 430673527, "source_tar_bytes": 283443200, "conversion_and_verification_seconds": 27.316}}
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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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compact_uint16/manifests/train.jsonl
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@@ -3122,6 +3122,10 @@
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| 3122 |
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| 3123 |
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| 3125 |
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| 3126 |
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