Add 2 synchronized three-view uint16 NumPy training samples

README.md

@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
 
 # Low-altitude RF world-model training data
 
-推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5891 条**（动态 UAV RF 实体 4679 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。
+推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5893 条**（动态 UAV RF 实体 4681 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。
 
 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：
 

compact_uint16/README.md

@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
 
 # Low-altitude RF world-model training data
 
-推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5891 条**（动态 UAV RF 实体 4679 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。
+推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5893 条**（动态 UAV RF 实体 4681 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。
 
 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：
 

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02705_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2347430ad1fa4490bfa66c79ca6b12cd318f6c5e119b467097a97eae59341c04
+size 210999480

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02706_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9058f9781521336b68d503d0d1b99773baf9c4ac332064e87bcf7f3e6388a8be
+size 198869905

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T13:20:36.882068+08:00",
+  "updated_shanghai": "2026-11-01T13:21:50.670205+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5891,
-  "dynamic_rf_samples": 4679,
+  "complete_samples": 5893,
+  "dynamic_rf_samples": 4681,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2715
+    "houston": 2717
   },
-  "unique_physical_groups": 5889,
-  "total_tar_bytes": 1067340244707,
+  "unique_physical_groups": 5891,
+  "total_tar_bytes": 1067750114092,
   "split": "train",
   "rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
   "edition": "uint16",

compact_uint16/manifests/dynamic_rf_train.jsonl

@@ -4677,3 +4677,5 @@
 {"record_id": "data_v6/houston_region_02702_bs_uav_v6_episode_000", "sample_id": "houston_region_02702_bs_uav_v6_episode_000", "scene_id": "houston_region_02702", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "a153e9d57616068fc5c7ca633a0760c20e74a91fc754455f1fc0e15cb0d7b616", "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/houston/houston_region_02702_bs_uav_v6_episode_000.tar.gz", "sha256": "62df61f91affe28258394110e22a0d57833d317159db46702606ad6d0615e6c0", "bytes": 204121559, "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": "2026-11-01T13:18:16.100143+08:00", "export_seconds": 43.498, "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_02702_bs_uav_v6_episode_000.tar", "source_float32_sha256": "a1607edf4dabf3e676a2cab7b51985fa388e7bdca8f4f19b8f9d0b1651ff8962", "source_float32_bytes": 292515840, "source_float32_packaged_shanghai": "2026-11-01T13:17:27.874940+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": 428511626, "source_tar_bytes": 292515840, "conversion_and_verification_seconds": 24.501}}
 {"record_id": "data_v6/houston_region_02703_bs_uav_v6_episode_000", "sample_id": "houston_region_02703_bs_uav_v6_episode_000", "scene_id": "houston_region_02703", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "e0a968dbed35c331ab9c5ccae908172d8f281f99dc0b6eeee71c08cdd7935d30", "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/houston/houston_region_02703_bs_uav_v6_episode_000.tar.gz", "sha256": "912cdc14a637db4fc9709f531f981d2d110c79fe7e78d15560ed71b8cf68ec9f", "bytes": 174489115, "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": "2026-11-01T13:19:19.456459+08:00", "export_seconds": 41.95, "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_02703_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4b8bc6c20993f0ed96948e2961c8b2ceb8c28ad21da41562dc302a6c9532fec7", "source_float32_bytes": 252446720, "source_float32_packaged_shanghai": "2026-11-01T13:18:33.209656+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": 429975874, "source_tar_bytes": 252446720, "conversion_and_verification_seconds": 25.321}}
 {"record_id": "data_v6/houston_region_02704_bs_uav_v6_episode_000", "sample_id": "houston_region_02704_bs_uav_v6_episode_000", "scene_id": "houston_region_02704", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "23fce8d7044fdc5697ea966e8215736a21ff4f82343de75fe3ade5e0b0836e35", "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/houston/houston_region_02704_bs_uav_v6_episode_000.tar.gz", "sha256": "587b8d94d8fc9c0f9a45e25292eef56fc4c5e901c48d9e89f47d16781d7e903a", "bytes": 183410824, "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": "2026-11-01T13:20:23.511237+08:00", "export_seconds": 41.504, "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_02704_bs_uav_v6_episode_000.tar", "source_float32_sha256": "1c9220ea28b8082e8b54c2d30d85731e17b41a01ec9641f049d5fdf811c8eec5", "source_float32_bytes": 271298560, "source_float32_packaged_shanghai": "2026-11-01T13:19:37.351439+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": 427612122, "source_tar_bytes": 271298560, "conversion_and_verification_seconds": 23.598}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 11355344
+oid sha256:6d97fb0703371bfc2881322f1901894c2f0e3ae598901a7f36ec881a1f6e9f83
+size 11359207