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 **5769 条**（动态 UAV RF 实体 4557 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 **5771 条**（动态 UAV RF 实体 4559 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 **5769 条**（动态 UAV RF 实体 4557 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 **5771 条**（动态 UAV RF 实体 4559 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_02571_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be7c6bbac79fcaebbc4c614c4d1559685b2f6f06302b8b4f69faf15081fc674a
+size 186301889

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02572_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f8928879f8ca5f4228a4e127b26a632bd3c8043899cf0b10eef02fe44f00358
+size 192149724

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T11:28:08.980841+08:00",
+  "updated_shanghai": "2026-11-01T11:30:22.736172+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5769,
-  "dynamic_rf_samples": 4557,
+  "complete_samples": 5771,
+  "dynamic_rf_samples": 4559,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2593
+    "houston": 2595
   },
-  "unique_physical_groups": 5767,
-  "total_tar_bytes": 1044712441305,
+  "unique_physical_groups": 5769,
+  "total_tar_bytes": 1045090892918,
   "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

@@ -4555,3 +4555,5 @@
 {"record_id": "data_v6/houston_region_02568_bs_uav_v6_episode_000", "sample_id": "houston_region_02568_bs_uav_v6_episode_000", "scene_id": "houston_region_02568", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "e67317532a604b3be5477f78a69e8e662599eac4814e3239ede7c9eb330bdd67", "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_02568_bs_uav_v6_episode_000.tar.gz", "sha256": "bb3c55500c030e16dd4396c2afd42b2bfefdeefadf12550eca5fc04faca5362d", "bytes": 185333312, "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": "2026-11-01T11:26:44.624261+08:00", "export_seconds": 42.236, "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_02568_bs_uav_v6_episode_000.tar", "source_float32_sha256": "28c087868889198ab4347bb1172d251d827d8f641fd10b480157881f0f31fdde", "source_float32_bytes": 286566400, "source_float32_packaged_shanghai": "2026-11-01T11:26:00.943101+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": 418694495, "source_tar_bytes": 286566400, "conversion_and_verification_seconds": 23.822}}
 {"record_id": "data_v6/houston_region_02569_bs_uav_v6_episode_000", "sample_id": "houston_region_02569_bs_uav_v6_episode_000", "scene_id": "houston_region_02569", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "d6d794f6094b32b4d2b63d218744aae2c81cb100c7e284d17df89a9eaaa04531", "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_02569_bs_uav_v6_episode_000.tar.gz", "sha256": "01b441713bde0b0b626f418195e68a499e9f78d851ad8b87cd75e20576fec7ba", "bytes": 224701562, "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": "2026-11-01T11:28:06.832529+08:00", "export_seconds": 47.301, "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_02569_bs_uav_v6_episode_000.tar", "source_float32_sha256": "0fddfaaef66d68e35612b486087c2ab11ee2a3513f1e4c1e87ec476078de7475", "source_float32_bytes": 331939840, "source_float32_packaged_shanghai": "2026-11-01T11:27:13.670639+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": 426437762, "source_tar_bytes": 331939840, "conversion_and_verification_seconds": 26.689}}
 {"record_id": "data_v6/houston_region_02570_bs_uav_v6_episode_000", "sample_id": "houston_region_02570_bs_uav_v6_episode_000", "scene_id": "houston_region_02570", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "7b14488d4f3aad275c191a2c5aa70b28a575f7c83a87c6655e5d0298b855143f", "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_02570_bs_uav_v6_episode_000.tar.gz", "sha256": "ba08102bf9fdd91f8c89ccb07a1708659e46175e5e2d8173faac8e8958852bb2", "bytes": 211909943, "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": "2026-11-01T11:28:03.011477+08:00", "export_seconds": 43.48, "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_02570_bs_uav_v6_episode_000.tar", "source_float32_sha256": "a89897c2a873a7fc01cad4fc2a30552c8ce4362f9fe4c67809430f8d05d5f297", "source_float32_bytes": 312852480, "source_float32_packaged_shanghai": "2026-11-01T11:27:13.871819+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": 417953954, "source_tar_bytes": 312852480, "conversion_and_verification_seconds": 23.22}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 11119672
+oid sha256:0208d3f8fab18f2be1480f9b2772309202a4ba31a8de1f6eec46ce3390fb4ec8
+size 11123536