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/boston/boston_region_00326_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00327_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00323_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00324_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00325_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00330_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00331_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00332_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +8 -8
- 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 **945 条**(动态 UAV RF 实体 945 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 **945 条**(动态 UAV RF 实体 945 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/boston/boston_region_00326_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:ef4f21e6f513f97d94b39bd4aed699fab3818642056b2e7ea9a18fea5c2c2344
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size 178209769
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00327_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:c57b0417ab5c2da289276f218cdd46112993d2fb484ef99d4d1935f927efc040
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size 204343252
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00323_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:2bea0cb3ed0c5a9d84d7f97d7d86b4e471dedeffc81e18f15210b36d4887ee75
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size 211013778
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00324_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:237efc3ade980812c8ed791ddbf1b6446fe2c21242b5d6d583f1f9f177403680
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size 205632594
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00325_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c83f21d75fa0f130b99fff3ad92cc0314e2902ecb775b53b9151b63b49bf2db
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size 171959409
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00330_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:6a013981259b29cabc553276626e9abe4fd56148dc011b38ae790101751f4418
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size 158540258
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00331_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:5332c654b985350dd1dfb2ff61c9db3401ec6399fb06e0016879fb02c47f8527
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size 172834693
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00332_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 174157787
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T01:19:
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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":
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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": "2026-11-01T01:19:32.762629+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 945,
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"dynamic_rf_samples": 945,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 315,
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"chicago": 315,
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"houston": 315
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},
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"unique_physical_groups": 945,
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"total_tar_bytes": 165650423220,
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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/boston_region_00323_bs_uav_v6_episode_000", "sample_id": "boston_region_00323_bs_uav_v6_episode_000", "scene_id": "boston_region_00323", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "a59cf655967ffe7232a6c1ad5a66191b2c5fa4c896e974ba3349c855fe1b16c4", "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/boston/boston_region_00323_bs_uav_v6_episode_000.tar.gz", "sha256": "462743acde5dc7c0a01025565b2d9a3327b41d7a15e2b2246bc30c5534936771", "bytes": 184510548, "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": "2026-10-31T20:51:24.549284+08:00", "export_seconds": 46.185, "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/boston/boston_region_00323_bs_uav_v6_episode_000.tar", "source_float32_sha256": "0e700d04052e31bdb153c88a08a95a202fede8628528c593da22cc6fd46955be", "source_float32_bytes": 266393600, "source_float32_packaged_shanghai": "2026-10-31T18:05:53.861960+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": 406792742, "source_tar_bytes": 266393600, "conversion_and_verification_seconds": 26.866}}
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{"record_id": "data_v6/boston_region_00324_bs_uav_v6_episode_000", "sample_id": "boston_region_00324_bs_uav_v6_episode_000", "scene_id": "boston_region_00324", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "dc88781e32e8a92849336c3fc06047d284cc49c2e45c61079226455a276d5fde", "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/boston/boston_region_00324_bs_uav_v6_episode_000.tar.gz", "sha256": "a76615079f641ca54bc6c86753067aa7528dfe46bb79900b0120d19016d086aa", "bytes": 210123540, "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": "2026-10-31T20:53:51.934901+08:00", "export_seconds": 47.75, "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/boston/boston_region_00324_bs_uav_v6_episode_000.tar", "source_float32_sha256": "0b679f4156147f7e9a6fc7ab98ff5fd479284c47e1165db5328c94ddd3a40930", "source_float32_bytes": 297226240, "source_float32_packaged_shanghai": "2026-10-31T18:06:57.311295+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": 424958409, "source_tar_bytes": 297226240, "conversion_and_verification_seconds": 26.803}}
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{"record_id": "data_v6/boston_region_00325_bs_uav_v6_episode_000", "sample_id": "boston_region_00325_bs_uav_v6_episode_000", "scene_id": "boston_region_00325", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "6bfdd46b4ce1bec9c4c37ca6bc1e9a4bb48058993ad12c8246a4c1d176895084", "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/boston/boston_region_00325_bs_uav_v6_episode_000.tar.gz", "sha256": "10a57f5d4ff6e78d76cd432396334f8bc87ab2a77e911e34bbe45495de7a7eaa", "bytes": 170295941, "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": "2026-10-31T20:53:54.417927+08:00", "export_seconds": 39.813, "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/boston/boston_region_00325_bs_uav_v6_episode_000.tar", "source_float32_sha256": "713dd878d3a7668b445d6e17377f7f90379ef29ecc02cd47b21cee1ac5a48f45", "source_float32_bytes": 247121920, "source_float32_packaged_shanghai": "2026-10-31T18:07:17.941699+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": 428710367, "source_tar_bytes": 247121920, "conversion_and_verification_seconds": 23.197}}
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{"record_id": "data_v6/chicago_region_00008_bs_uav_v6_episode_000", "sample_id": "chicago_region_00008_bs_uav_v6_episode_000", "scene_id": "chicago_region_00008", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "3b5e7cdca9877dcba2eb630df74666a694bb6fd859a6bd3d472424e8a91b77c5", "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_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "1394fe1b6e9aa4e5d219b80ec9b3dcbf70fc3bda09da802792c6f51d6f1546ca", "bytes": 177769057, "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": "2026-10-31T19:21:21.428016+08:00", "export_seconds": 52.011, "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/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f6137ad6e9c7e85909a8ccfa66da701c9c1e781122fe673ed7f86f43336c4891", "source_float32_bytes": 419215360, "source_float32_packaged_shanghai": "2026-10-31T15:24:09.881902+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": 42, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 411745320, "source_tar_bytes": 419215360, "conversion_and_verification_seconds": 32.799}}
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| 945 |
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compact_uint16/manifests/train.jsonl
CHANGED
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@@ -311,6 +311,8 @@
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| 311 |
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