Add 1 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 **5896 条**（动态 UAV RF 实体 4684 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 **5897 条**（动态 UAV RF 实体 4685 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 **5896 条**（动态 UAV RF 实体 4684 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 **5897 条**（动态 UAV RF 实体 4685 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_02710_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9badb2e7f8e3e8638287bd14cb6aedf4b5cfa6188632b610c7fbf8baaa278de
+size 174713400

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T13:25:07.066617+08:00",
+  "updated_shanghai": "2026-11-01T13:26:15.466208+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5896,
-  "dynamic_rf_samples": 4684,
+  "complete_samples": 5897,
+  "dynamic_rf_samples": 4685,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2720
+    "houston": 2721
   },
-  "unique_physical_groups": 5894,
-  "total_tar_bytes": 1068341230473,
+  "unique_physical_groups": 5895,
+  "total_tar_bytes": 1068515943873,
   "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

@@ -4682,3 +4682,4 @@
 {"record_id": "data_v6/houston_region_02707_bs_uav_v6_episode_000", "sample_id": "houston_region_02707_bs_uav_v6_episode_000", "scene_id": "houston_region_02707", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8b7eef609569638577787b85af53aa21099119f3cddfc68a69ed7652dbf88337", "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_02707_bs_uav_v6_episode_000.tar.gz", "sha256": "c3e7d206829048bed92bc8b929f19e63496b8ff5bfc97ac989d28a71ed9b1e7b", "bytes": 196257163, "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": "2026-11-01T13:22:45.714317+08:00", "export_seconds": 42.234, "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_02707_bs_uav_v6_episode_000.tar", "source_float32_sha256": "e18dbbdce9d5dea7c0d19206f054788d8d2ceef95565a8dfbaf8258d9823f5f8", "source_float32_bytes": 286033920, "source_float32_packaged_shanghai": "2026-11-01T13:21:57.726621+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": 422733220, "source_tar_bytes": 286033920, "conversion_and_verification_seconds": 24.063}}
 {"record_id": "data_v6/houston_region_02708_bs_uav_v6_episode_000", "sample_id": "houston_region_02708_bs_uav_v6_episode_000", "scene_id": "houston_region_02708", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "48fd43bd4672b145dddd1f0a9fbac787451744dcfef6c82efe03d4d0905a4bf2", "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_02708_bs_uav_v6_episode_000.tar.gz", "sha256": "0ebcd38199b7e21ba59829ac5a8e384d9243ac56f3c7bec10e4c25bf192ff9f9", "bytes": 229452502, "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": "2026-11-01T13:23:54.203786+08:00", "export_seconds": 46.127, "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_02708_bs_uav_v6_episode_000.tar", "source_float32_sha256": "d6b85e6d1514007f52fd49ef713137c51c0d52a49f89f5c6c83ceae0f10d6430", "source_float32_bytes": 328110080, "source_float32_packaged_shanghai": "2026-11-01T13:23:02.842382+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": 425054457, "source_tar_bytes": 328110080, "conversion_and_verification_seconds": 25.554}}
 {"record_id": "data_v6/houston_region_02709_bs_uav_v6_episode_000", "sample_id": "houston_region_02709_bs_uav_v6_episode_000", "scene_id": "houston_region_02709", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "2841ad5cbc028250a4b33396c661fb09c82136e8133c0f6adb5da5a6de3a4b03", "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_02709_bs_uav_v6_episode_000.tar.gz", "sha256": "6cee439710c63b7b66a077f9f573ca241e95987367fd7008febb7d7586a223ce", "bytes": 165406716, "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": "2026-11-01T13:24:52.153766+08:00", "export_seconds": 39.192, "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_02709_bs_uav_v6_episode_000.tar", "source_float32_sha256": "99742706760b20668380b54d0a9b2475b009550c603233ab6d7d3524afb98166", "source_float32_bytes": 239554560, "source_float32_packaged_shanghai": "2026-11-01T13:24:08.135406+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": 433076383, "source_tar_bytes": 239554560, "conversion_and_verification_seconds": 23.721}}
+{"record_id": "data_v6/houston_region_02710_bs_uav_v6_episode_000", "sample_id": "houston_region_02710_bs_uav_v6_episode_000", "scene_id": "houston_region_02710", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "92cb9d4b81abe2283ac7c7e24fa8a4b21a185ee7ee1ae924cffa45ad78f4d761", "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_02710_bs_uav_v6_episode_000.tar.gz", "sha256": "d9badb2e7f8e3e8638287bd14cb6aedf4b5cfa6188632b610c7fbf8baaa278de", "bytes": 174713400, "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": "2026-11-01T13:26:00.976241+08:00", "export_seconds": 43.703, "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_02710_bs_uav_v6_episode_000.tar", "source_float32_sha256": "e13a7354be85cfe6937d14ed00e6f3185d94bc2387dea7683ae27b59f4dc427f", "source_float32_bytes": 242462720, "source_float32_packaged_shanghai": "2026-11-01T13:25:16.627958+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": 427969112, "source_tar_bytes": 242462720, "conversion_and_verification_seconds": 25.656}}

compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd5f58d69655cb53b1b5e71375d9f24001553eb14d3fb4262416570d3f32d5f9
-size 11365003
+oid sha256:96ff46614b79b4767dcbe799c544d75a0c466e32299d393998a46d5a5872833c
+size 11366935