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 **5693 条**（动态 UAV RF 实体 4481 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 **5695 条**（动态 UAV RF 实体 4483 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 **5693 条**（动态 UAV RF 实体 4481 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 **5695 条**（动态 UAV RF 实体 4483 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_02487_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a08b3588199847d154bde4385d6bf2f196d235a9eb1f39a9c8fec1c628b7661c
+size 164119820

compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_02488_bs_uav_v6_episode_000.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bf303897de6733c0f04c3b172bd3e530c48218e9c45a7fa99b5f105339953ee
+size 197663415

compact_uint16/dataset_summary.json

@@ -1,17 +1,17 @@
 {
-  "updated_shanghai": "2026-11-01T10:19:17.096062+08:00",
+  "updated_shanghai": "2026-11-01T10:20:17.502359+08:00",
   "scope": "committed_on_huggingface",
   "repository": "DaftJun/RFWM",
-  "complete_samples": 5693,
-  "dynamic_rf_samples": 4481,
+  "complete_samples": 5695,
+  "dynamic_rf_samples": 4483,
   "legacy_auxiliary_samples": 1212,
   "counts_by_city": {
     "boston": 752,
     "chicago": 2424,
-    "houston": 2517
+    "houston": 2519
   },
-  "unique_physical_groups": 5691,
-  "total_tar_bytes": 1030760958325,
+  "unique_physical_groups": 5693,
+  "total_tar_bytes": 1031122741560,
   "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

@@ -4479,3 +4479,5 @@
 {"record_id": "data_v6/houston_region_02484_bs_uav_v6_episode_000", "sample_id": "houston_region_02484_bs_uav_v6_episode_000", "scene_id": "houston_region_02484", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "0b926246f8cda63da87ed0bdff3cb6056d5bb430ef1567793b9c48440c13c366", "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_02484_bs_uav_v6_episode_000.tar.gz", "sha256": "b4b939ef10ed93741b46108aef34361bd6fcfcebbfb6e0ea0686538e751b5dec", "bytes": 189400738, "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": "2026-11-01T10:16:54.809551+08:00", "export_seconds": 41.374, "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_02484_bs_uav_v6_episode_000.tar", "source_float32_sha256": "52dc56de23311f9f2caebf637644c5b2d6d1b14a1b1ee706455455d89cd3d199", "source_float32_bytes": 275681280, "source_float32_packaged_shanghai": "2026-11-01T10:16:08.774491+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": 425022807, "source_tar_bytes": 275681280, "conversion_and_verification_seconds": 23.751}}
 {"record_id": "data_v6/houston_region_02485_bs_uav_v6_episode_000", "sample_id": "houston_region_02485_bs_uav_v6_episode_000", "scene_id": "houston_region_02485", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "0f7d6d849b0386e376b898c9b6be04d751c8c2899bb5b79174ae246d1154d0b4", "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_02485_bs_uav_v6_episode_000.tar.gz", "sha256": "e17e15cce0930fd7437c1061d093cf6fd83ab837fc7f96a5f86181d3164b9348", "bytes": 189747410, "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": "2026-11-01T10:19:05.825181+08:00", "export_seconds": 43.187, "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_02485_bs_uav_v6_episode_000.tar", "source_float32_sha256": "d88d95fb84c0a92380162b20fc9d8c30c7d706054f643e8a54bda33dc24f8246", "source_float32_bytes": 287027200, "source_float32_packaged_shanghai": "2026-11-01T10:18:22.160588+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": 428349308, "source_tar_bytes": 287027200, "conversion_and_verification_seconds": 25.505}}
 {"record_id": "data_v6/houston_region_02486_bs_uav_v6_episode_000", "sample_id": "houston_region_02486_bs_uav_v6_episode_000", "scene_id": "houston_region_02486", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "254d3f4ddfe997396fff2607458eb3682fe0a398c36004de1c1978d4440327d3", "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_02486_bs_uav_v6_episode_000.tar.gz", "sha256": "907217f41af0cb6381d5e9f2312bd5ffd2ce72ab4288c87263cf2424044b17fd", "bytes": 182915666, "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": "2026-11-01T10:19:02.812283+08:00", "export_seconds": 40.175, "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_02486_bs_uav_v6_episode_000.tar", "source_float32_sha256": "240fe710db6d4585f21f8f57e9da23f924c89a1fb38791ab4d48d25a2324b8e7", "source_float32_bytes": 269711360, "source_float32_packaged_shanghai": "2026-11-01T10:18:21.320240+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": 422225209, "source_tar_bytes": 269711360, "conversion_and_verification_seconds": 22.898}}
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compact_uint16/manifests/train.jsonl

@@ -1,3 +1,3 @@
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-size 10972857
+oid sha256:c9ed933345e15f6c87b833278a6bd4e0666eb88aeb4f15939934c1f0d3cfd784
+size 10976720