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 **5772 条**（动态 UAV RF 实体 4560 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 **5774 条**（动态 UAV RF 实体 4562 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 **5772 条**（动态 UAV RF 实体 4560 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 **5774 条**（动态 UAV RF 实体 4562 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_02574_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
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+oid sha256:0afa770ab37cb8146ca20f008f5650d27a997b15b60a9ce2c5ad0d9c35fd8b85
+size 128032670

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02575_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6452775a92e8fc92ff5030ef10cfe0b33b2fb5fc7d9d0485c368ce0b40a17d8a
+size 148331562

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T11:31:16.624760+08:00",
+  "updated_shanghai": "2026-11-01T11:32:21.154352+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5772,
-  "dynamic_rf_samples": 4560,
+  "complete_samples": 5774,
+  "dynamic_rf_samples": 4562,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2596
+    "houston": 2598
   },
-  "unique_physical_groups": 5770,
-  "total_tar_bytes": 1045239555050,
+  "unique_physical_groups": 5772,
+  "total_tar_bytes": 1045515919282,
   "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

@@ -4558,3 +4558,5 @@
 {"record_id": "data_v6/houston_region_02571_bs_uav_v6_episode_000", "sample_id": "houston_region_02571_bs_uav_v6_episode_000", "scene_id": "houston_region_02571", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "710ca10c60388c4ee806693da6dab5c35bc5e5ea32f5f1d91195bf037fc9e739", "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_02571_bs_uav_v6_episode_000.tar.gz", "sha256": "be7c6bbac79fcaebbc4c614c4d1559685b2f6f06302b8b4f69faf15081fc674a", "bytes": 186301889, "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": "2026-11-01T11:30:15.164323+08:00", "export_seconds": 44.362, "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_02571_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4c768cd3a7adae1c6f857395a9dfe7b6947fc62feb2a99a8d773a9541be57c5d", "source_float32_bytes": 288665600, "source_float32_packaged_shanghai": "2026-11-01T11:29:25.798328+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": 426027029, "source_tar_bytes": 288665600, "conversion_and_verification_seconds": 24.388}}
 {"record_id": "data_v6/houston_region_02572_bs_uav_v6_episode_000", "sample_id": "houston_region_02572_bs_uav_v6_episode_000", "scene_id": "houston_region_02572", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "6d47416c63a1689fd24f0af084beff0485da8244fee80683fc121570b38c8fac", "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_02572_bs_uav_v6_episode_000.tar.gz", "sha256": "5f8928879f8ca5f4228a4e127b26a632bd3c8043899cf0b10eef02fe44f00358", "bytes": 192149724, "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": "2026-11-01T11:30:07.771414+08:00", "export_seconds": 42.936, "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_02572_bs_uav_v6_episode_000.tar", "source_float32_sha256": "a1ed41ecd5afd8cda22ec8095a8d51743bcb556c882d0167bcfeb3d3461eac0c", "source_float32_bytes": 272701440, "source_float32_packaged_shanghai": "2026-11-01T11:29:23.821945+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": 403762305, "source_tar_bytes": 272701440, "conversion_and_verification_seconds": 23.559}}
 {"record_id": "data_v6/houston_region_02573_bs_uav_v6_episode_000", "sample_id": "houston_region_02573_bs_uav_v6_episode_000", "scene_id": "houston_region_02573", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "dd81b9b67d4f92ec8f26486f22dc166cbd9c6b274d0898787edd038054c6bb88", "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_02573_bs_uav_v6_episode_000.tar.gz", "sha256": "9f68e1967145fa191f61f8f7b8d28b1b64a80730b5a8e47e8fa6cb1d128e8417", "bytes": 148662132, "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": "2026-11-01T11:31:15.500310+08:00", "export_seconds": 38.934, "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_02573_bs_uav_v6_episode_000.tar", "source_float32_sha256": "1595f45eace8571d0bd84955135598c91b4234761e142d8e0895c4fb6e7398a2", "source_float32_bytes": 219187200, "source_float32_packaged_shanghai": "2026-11-01T11:30:32.361973+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": 424277602, "source_tar_bytes": 219187200, "conversion_and_verification_seconds": 23.71}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 11125467
+oid sha256:e7e5e5e571be3c7d99b54907104b6fecc1dda2f0fb123a88cc3cfce468d670f6
+size 11129331