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 **5717 条**（动态 UAV RF 实体 4505 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 **5719 条**（动态 UAV RF 实体 4507 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 **5717 条**（动态 UAV RF 实体 4505 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 **5719 条**（动态 UAV RF 实体 4507 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_02519_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2a8a4e34dfe623e4a84c6c41335432bc2c539db72f3ad55f2ccbc543227b0ff
+size 176159778

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02520_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:350fa2eb11fef534e51dc31f97da4f60f108d81ffe171d5a752964ee42babdc9
+size 171970861

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T10:40:23.390840+08:00",
+  "updated_shanghai": "2026-11-01T10:41:44.395903+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5717,
-  "dynamic_rf_samples": 4505,
+  "complete_samples": 5719,
+  "dynamic_rf_samples": 4507,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2541
+    "houston": 2543
   },
-  "unique_physical_groups": 5715,
-  "total_tar_bytes": 1035051397944,
+  "unique_physical_groups": 5717,
+  "total_tar_bytes": 1035399528583,
   "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

@@ -4503,3 +4503,5 @@
 {"record_id": "data_v6/houston_region_02516_bs_uav_v6_episode_000", "sample_id": "houston_region_02516_bs_uav_v6_episode_000", "scene_id": "houston_region_02516", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8c7278490ac765b699d9bd4a683bb50380bad808b192e793e6090c8170bfe5db", "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_02516_bs_uav_v6_episode_000.tar.gz", "sha256": "8b09b93cb1df1429f416fa5da45d393a011d3ac85e4e798a1418f9732a6b4d13", "bytes": 148713752, "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": "2026-11-01T10:38:07.957412+08:00", "export_seconds": 36.32, "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_02516_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f14cfbc361a452928c8366429ab7f08f86b8a65e48eefb55418861c941eba1f2", "source_float32_bytes": 230850560, "source_float32_packaged_shanghai": "2026-11-01T10:37:27.352331+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": 414446217, "source_tar_bytes": 230850560, "conversion_and_verification_seconds": 20.25}}
 {"record_id": "data_v6/houston_region_02517_bs_uav_v6_episode_000", "sample_id": "houston_region_02517_bs_uav_v6_episode_000", "scene_id": "houston_region_02517", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "6a1af2c5a2b5ed686836fe5f9e7ac6e58d5017b2668b25c9c7e1186a3420ee56", "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_02517_bs_uav_v6_episode_000.tar.gz", "sha256": "38f3fabe9f33e1305ac99e614e699b4d6b42e878bbd3cb45a15f99700b165f5a", "bytes": 146363558, "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": "2026-11-01T10:39:23.875947+08:00", "export_seconds": 40.58, "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_02517_bs_uav_v6_episode_000.tar", "source_float32_sha256": "42b6eec296adfe41753454aec7ba350bd1753f46a2c35b1acbbf9572a863064b", "source_float32_bytes": 239493120, "source_float32_packaged_shanghai": "2026-11-01T10:38:38.204685+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": 413758237, "source_tar_bytes": 239493120, "conversion_and_verification_seconds": 24.858}}
 {"record_id": "data_v6/houston_region_02518_bs_uav_v6_episode_000", "sample_id": "houston_region_02518_bs_uav_v6_episode_000", "scene_id": "houston_region_02518", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "6509cf9a7c5b65e04dfb3e764b75e915100550440daab4ac37ac660a8901708f", "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_02518_bs_uav_v6_episode_000.tar.gz", "sha256": "022d43a570aa539b6ad87d174391638a6055080533ce6e4c3e2a91361b25139d", "bytes": 163314463, "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": "2026-11-01T10:40:20.667109+08:00", "export_seconds": 38.766, "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_02518_bs_uav_v6_episode_000.tar", "source_float32_sha256": "3893f215dabbf1c8387fa83d344a7b7bb329056255d494302802aa812a2ed689", "source_float32_bytes": 256051200, "source_float32_packaged_shanghai": "2026-11-01T10:39:41.115848+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": 408368886, "source_tar_bytes": 256051200, "conversion_and_verification_seconds": 20.529}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 11019218
+oid sha256:902b7243c1d3ba10e5ef176bee8e427e641b12b725826c04c47b34cda06963e7
+size 11023082