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 **5697 条**（动态 UAV RF 实体 4485 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 **5699 条**（动态 UAV RF 实体 4487 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 **5697 条**（动态 UAV RF 实体 4485 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 **5699 条**（动态 UAV RF 实体 4487 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_02491_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fa7f1dcc1e2d78913fbcd657101c5c91f4affbea4865cfe0257aa73eca5d32a
+size 169143902

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02492_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12e9162177e8e22eafcf71c08c79fac5eeca408bc05427d3523e3b0511a1e81e
+size 185229644

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T10:22:38.492214+08:00",
+  "updated_shanghai": "2026-11-01T10:24:47.323594+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5697,
-  "dynamic_rf_samples": 4485,
+  "complete_samples": 5699,
+  "dynamic_rf_samples": 4487,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2521
+    "houston": 2523
   },
-  "unique_physical_groups": 5695,
-  "total_tar_bytes": 1031481697818,
+  "unique_physical_groups": 5697,
+  "total_tar_bytes": 1031836071364,
   "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

@@ -4483,3 +4483,5 @@
 {"record_id": "data_v6/houston_region_02488_bs_uav_v6_episode_000", "sample_id": "houston_region_02488_bs_uav_v6_episode_000", "scene_id": "houston_region_02488", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "abf9f93631d4c903430221324bd6d5749b5692924d997026b08cf9cf02366b66", "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_02488_bs_uav_v6_episode_000.tar.gz", "sha256": "0bf303897de6733c0f04c3b172bd3e530c48218e9c45a7fa99b5f105339953ee", "bytes": 197663415, "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": "2026-11-01T10:20:16.055908+08:00", "export_seconds": 44.054, "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_02488_bs_uav_v6_episode_000.tar", "source_float32_sha256": "c3b21ad3d23b092ca7c636fc2f1137aa698d05d95ab5841d56267872eb9dbb85", "source_float32_bytes": 301926400, "source_float32_packaged_shanghai": "2026-11-01T10:19:30.766820+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": 415899961, "source_tar_bytes": 301926400, "conversion_and_verification_seconds": 22.88}}
 {"record_id": "data_v6/houston_region_02489_bs_uav_v6_episode_000", "sample_id": "houston_region_02489_bs_uav_v6_episode_000", "scene_id": "houston_region_02489", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "38ccb2b4f8bfbb46295f37828362fd11c8a375ea6f49d7b7997c8c1a35974a20", "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_02489_bs_uav_v6_episode_000.tar.gz", "sha256": "08300c25801fd1f799caa958279de2cfefbade5b787554a574a15ecfffd2567a", "bytes": 163839491, "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": "2026-11-01T10:22:22.985511+08:00", "export_seconds": 38.753, "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_02489_bs_uav_v6_episode_000.tar", "source_float32_sha256": "d107dbf21862702ea02bdbbc678674d0e407408eb3cbf0bb42d238bb8772f811", "source_float32_bytes": 236083200, "source_float32_packaged_shanghai": "2026-11-01T10:21:42.291199+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": 432481845, "source_tar_bytes": 236083200, "conversion_and_verification_seconds": 23.049}}
 {"record_id": "data_v6/houston_region_02490_bs_uav_v6_episode_000", "sample_id": "houston_region_02490_bs_uav_v6_episode_000", "scene_id": "houston_region_02490", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "e81f173255d1b64d429fbbfb71c1ae681a011dbbb1fc4df379b9a4e50e8b7b65", "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_02490_bs_uav_v6_episode_000.tar.gz", "sha256": "e725f101180cd819dafcfe1be02850250fd191660c07caeaf57eeab3782ad8e5", "bytes": 195116767, "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": "2026-11-01T10:22:32.940883+08:00", "export_seconds": 42.702, "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_02490_bs_uav_v6_episode_000.tar", "source_float32_sha256": "63aa7f00bd954ab69f1d113b450237e62e0f1928fefe47962efa13d8e2fb95ef", "source_float32_bytes": 285030400, "source_float32_packaged_shanghai": "2026-11-01T10:21:45.058652+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": 425394202, "source_tar_bytes": 285030400, "conversion_and_verification_seconds": 24.413}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 10980584
+oid sha256:4c4ba6bed7098d828ab1acf7c37a65fbefe67db2e15b4d556a26605f792b7f33
+size 10984447