DaftJun commited on
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1 Parent(s): 034edef

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 **2929 条**(动态 UAV RF 实体 2929 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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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 **2937 条**(动态 UAV RF 实体 2937 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 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 **2929 条**(动态 UAV RF 实体 2929 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:
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 **2937 条**(动态 UAV RF 实体 2937 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:
20
 
compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01319_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": "2026-11-01T03:24:13.481702+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 2929,
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- "dynamic_rf_samples": 2929,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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  "boston": 381,
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- "chicago": 1274,
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  },
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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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+ "dynamic_rf_samples": 2937,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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  "boston": 381,
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+ "chicago": 1278,
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+ "unique_physical_groups": 2937,
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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
@@ -1653,6 +1653,10 @@
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  {"record_id": "data_v6/chicago_region_01316_bs_uav_v6_episode_000", "sample_id": "chicago_region_01316_bs_uav_v6_episode_000", "scene_id": "chicago_region_01316", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "81ba91df78217bce922acdfbc54e0fafba8ae0c1ed7329985c80ca0abf581324", "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_01316_bs_uav_v6_episode_000.tar.gz", "sha256": "28cc00619d03d73e486922355a5859d30b67d19016c23d2fb0bb9038361c3c42", "bytes": 186272563, "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": "2026-10-31T23:59:03.242615+08:00", "export_seconds": 40.933, "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_01316_bs_uav_v6_episode_000.tar", "source_float32_sha256": "634a0e6ee3477f1be06e788a542decf64e9e5cb15bc2884964e6732f7d4fdb80", "source_float32_bytes": 267171840, "source_float32_packaged_shanghai": "2026-10-31T23:31:35.585815+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": 423201945, "source_tar_bytes": 267171840, "conversion_and_verification_seconds": 22.867}}
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  {"record_id": "data_v6/chicago_region_01317_bs_uav_v6_episode_000", "sample_id": "chicago_region_01317_bs_uav_v6_episode_000", "scene_id": "chicago_region_01317", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "2c09cdc70cfc47973cfe7bdc30fbe77077ed133a444780bd8c431efc69d80d22", "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_01317_bs_uav_v6_episode_000.tar.gz", "sha256": "f6c7bc6004af0082cbc6be09a3d0006ad90575adba60a4a989e6900293b54d13", "bytes": 180520303, "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": "2026-10-31T23:59:26.722470+08:00", "export_seconds": 42.372, "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_01317_bs_uav_v6_episode_000.tar", "source_float32_sha256": "97d583ab684f69a3acfaf9df7316c06d532a295d165973ad86021a54f24e624b", "source_float32_bytes": 266127360, "source_float32_packaged_shanghai": "2026-10-31T23:32:16.850908+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": 429062908, "source_tar_bytes": 266127360, "conversion_and_verification_seconds": 24.533}}
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1657
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1658
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@@ -2927,3 +2931,7 @@
2927
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2928
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2929
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1653
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1654
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1655
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1660
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1661
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1662
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2931
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2932
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2933
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2934
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2935
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2936
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2937
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compact_uint16/manifests/train.jsonl CHANGED
@@ -1653,6 +1653,10 @@
1653
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1654
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1655
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1656
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1657
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1658
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@@ -2927,3 +2931,7 @@
2927
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2928
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2929
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1653
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1654
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1655
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1656
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1657
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1658
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1659
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1660
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1661
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1662
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2931
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2932
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2933
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2934
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2935
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2936
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2937
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