DaftJun commited on
Commit
8d30153
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1 Parent(s): 8e0825b

Add 8 synchronized three-view uint16 NumPy training samples

Browse files
README.md CHANGED
@@ -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 **5409 条**(动态 UAV RF 实体 4197 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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14
 
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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 **5417 条**(动态 UAV RF 实体 4205 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 CHANGED
@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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  # Low-altitude RF world-model training data
16
 
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- 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5409 条**(动态 UAV RF 实体 4197 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:
20
 
 
14
 
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  # Low-altitude RF world-model training data
16
 
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5417 条**(动态 UAV RF 实体 4205 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_01758_bs_uav_v6_episode_000.tar.gz ADDED
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02162_bs_uav_v6_episode_000.tar.gz ADDED
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compact_uint16/dataset_summary.json CHANGED
@@ -1,17 +1,17 @@
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  {
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- "updated_shanghai": "2026-11-01T06:11:29.744003+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 5409,
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- "dynamic_rf_samples": 4197,
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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": 2404,
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- "houston": 2253
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  },
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- "unique_physical_groups": 5407,
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- "total_tar_bytes": 977301178548,
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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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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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+ "complete_samples": 5417,
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+ "dynamic_rf_samples": 4205,
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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": 2411,
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+ "houston": 2254
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  },
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+ "unique_physical_groups": 5415,
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+ "total_tar_bytes": 978871232007,
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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",
compact_uint16/manifests/dynamic_rf_train.jsonl CHANGED
@@ -2105,6 +2105,13 @@
2105
  {"record_id": "data_v6/chicago_region_01755_bs_uav_v6_episode_000", "sample_id": "chicago_region_01755_bs_uav_v6_episode_000", "scene_id": "chicago_region_01755", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "3cabd397c081fe72703636e9a95243f717ffbfc5b662bbe5eea4ffeeb27ee121", "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_01755_bs_uav_v6_episode_000.tar.gz", "sha256": "092a78f6cfc9c14c71bb243176bec57c18208a0e3c80c2d147eea018fcda2adb", "bytes": 169724236, "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": "2026-11-01T02:36:34.629650+08:00", "export_seconds": 42.359, "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_01755_bs_uav_v6_episode_000.tar", "source_float32_sha256": "6bfe245092366777b16bae375bddf1754d0146bc57fd01ba5d4d39614e9dfa1b", "source_float32_bytes": 247377920, "source_float32_packaged_shanghai": "2026-11-01T00:26:22.265656+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": 431051808, "source_tar_bytes": 247377920, "conversion_and_verification_seconds": 24.588}}
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  {"record_id": "data_v6/chicago_region_01756_bs_uav_v6_episode_000", "sample_id": "chicago_region_01756_bs_uav_v6_episode_000", "scene_id": "chicago_region_01756", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "598a16b3adfc8d99d65512c24301cdff0a14cc1b7f2fe99aaf4c270feb6f2459", "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_01756_bs_uav_v6_episode_000.tar.gz", "sha256": "bb2dc75f58aa69ee09d0ade3baa543ef07cf675611a6654fae565c0fcad8ebd9", "bytes": 204253356, "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": "2026-11-01T02:36:46.255134+08:00", "export_seconds": 48.166, "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_01756_bs_uav_v6_episode_000.tar", "source_float32_sha256": "07fdebd1759df7ccee8801fa7a7638339673ad3f3bbf9adca2526eec93f60f52", "source_float32_bytes": 294492160, "source_float32_packaged_shanghai": "2026-11-01T00:28:36.930696+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": 428111425, "source_tar_bytes": 294492160, "conversion_and_verification_seconds": 26.165}}
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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}}
2109
  {"record_id": "data_v6/houston_region_00001_bs_uav_v6_episode_000", "sample_id": "houston_region_00001_bs_uav_v6_episode_000", "scene_id": "houston_region_00001", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "3bef5b4625a9a5ee7106286d6be4af389d1e65a2ce289532d868d8bf11d968dc", "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_00001_bs_uav_v6_episode_000.tar.gz", "sha256": "3b8907e9601128c3593013712846a42b3f09d1b471837909bac9505c6e78ab1a", "bytes": 246283535, "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": "2026-11-01T00:28:24.774981+08:00", "export_seconds": 46.178, "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_00001_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f07e0483eeefd6def0e54d021c2de40567e80b5317925d2b796ed4e18465487c", "source_float32_bytes": 281835520, "source_float32_packaged_shanghai": "2026-10-31T18:36:11.632322+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": 413687167, "source_tar_bytes": 281835520, "conversion_and_verification_seconds": 23.911}}
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@@ -4195,3 +4202,4 @@
4195
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4196
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4197
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2105
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2106
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2107
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2108
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2109
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2111
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2112
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2115
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2116
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2117
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4202
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4203
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4204
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4205
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compact_uint16/manifests/train.jsonl CHANGED
@@ -3317,6 +3317,13 @@
3317
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3318
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3319
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3320
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3321
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3322
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@@ -5407,3 +5414,4 @@
5407
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5408
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5409
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3317
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3318
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3319
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3320
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3321
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3322
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3323
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3324
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3325
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3327
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3328
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3329
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5414
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5415
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5416
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