DaftJun commited on
Commit
cebaba5
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1 Parent(s): 538db4a

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 **3081 条**(动态 UAV RF 实体 3081 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 **3089 条**(动态 UAV RF 实体 3089 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 **3081 条**(动态 UAV RF 实体 3081 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 **3089 条**(动态 UAV RF 实体 3089 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_01396_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": "2026-11-01T03:56:14.607456+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 3081,
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- "dynamic_rf_samples": 3081,
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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": 1350,
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  },
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- "unique_physical_groups": 3081,
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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": 3089,
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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": 1354,
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  },
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+ "unique_physical_groups": 3089,
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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
@@ -1729,6 +1729,10 @@
1729
  {"record_id": "data_v6/chicago_region_01393_bs_uav_v6_episode_000", "sample_id": "chicago_region_01393_bs_uav_v6_episode_000", "scene_id": "chicago_region_01393", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "f4c99aff53af1c3fead6b7ed508d6106a553a9c9cf8ec9bc4d7b1c839bc0fe9e", "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_01393_bs_uav_v6_episode_000.tar.gz", "sha256": "849b0b18c03c8ac7459a7e8baf874d71a9e6b5970a540099789a7e7629427152", "bytes": 191567856, "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": "2026-11-01T00:08:49.451432+08:00", "export_seconds": 47.03, "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_01393_bs_uav_v6_episode_000.tar", "source_float32_sha256": "787a25f8a661b68fcb6db6eeefe7461a0585490660c0d565d13fa31b1bfe7659", "source_float32_bytes": 281487360, "source_float32_packaged_shanghai": "2026-10-31T23:57:07.081915+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": 423689058, "source_tar_bytes": 281487360, "conversion_and_verification_seconds": 27.429}}
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  {"record_id": "data_v6/chicago_region_01394_bs_uav_v6_episode_000", "sample_id": "chicago_region_01394_bs_uav_v6_episode_000", "scene_id": "chicago_region_01394", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "1ca3bb50990cf4a027deace05bfbe8b8317d69765c7ccf4dd3a068f7787f0d4d", "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_01394_bs_uav_v6_episode_000.tar.gz", "sha256": "0018eff9a5afa3dfcb08724ea91bb96edd35eef5ced715bd56f6c3d01b342f83", "bytes": 155239186, "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": "2026-11-01T00:08:46.415782+08:00", "export_seconds": 38.459, "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_01394_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f9af7c465af605b74964a42496518e692de8c994bd7ab565978f36bd6c303198", "source_float32_bytes": 221102080, "source_float32_packaged_shanghai": "2026-10-31T23:57:02.651499+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": 430446776, "source_tar_bytes": 221102080, "conversion_and_verification_seconds": 22.201}}
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3079
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3080
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3081
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1736
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1737
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1738
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3083
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3084
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3085
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3086
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3087
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3088
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3089
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compact_uint16/manifests/train.jsonl CHANGED
@@ -1729,6 +1729,10 @@
1729
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1730
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1731
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1732
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1733
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1734
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@@ -3079,3 +3083,7 @@
3079
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3080
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3081
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1729
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1730
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1731
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1732
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1733
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1734
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1735
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1736
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1737
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3084
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3085
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