DaftJun commited on
Commit
034edef
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1 Parent(s): 722e9f4

Add 8 synchronized three-view uint16 NumPy training samples

Browse files
README.md CHANGED
@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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  # Low-altitude RF world-model training data
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- 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **2921 条**(动态 UAV RF 实体 2921 条,历史辅助 0 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  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:
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14
 
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  # Low-altitude RF world-model training data
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **2929 条**(动态 UAV RF 实体 2929 条,历史辅助 0 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  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:
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compact_uint16/README.md CHANGED
@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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  # Low-altitude RF world-model training data
16
 
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- 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **2921 条**(动态 UAV RF 实体 2921 条,历史辅助 0 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  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:
20
 
 
14
 
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  # Low-altitude RF world-model training data
16
 
17
+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **2929 条**(动态 UAV RF 实体 2929 条,历史辅助 0 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  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:
20
 
compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01315_bs_uav_v6_episode_000.tar.gz ADDED
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compact_uint16/dataset_summary.json CHANGED
@@ -1,17 +1,17 @@
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  {
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- "updated_shanghai": "2026-11-01T03:23:58.343542+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 2921,
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- "dynamic_rf_samples": 2921,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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  "boston": 381,
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- "chicago": 1270,
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  },
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- "unique_physical_groups": 2921,
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  "split": "train",
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  "rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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  "edition": "uint16",
 
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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+ "dynamic_rf_samples": 2929,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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  "boston": 381,
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+ "chicago": 1274,
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+ "houston": 1274
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  },
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+ "unique_physical_groups": 2929,
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  "split": "train",
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  "rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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  "edition": "uint16",
compact_uint16/manifests/dynamic_rf_train.jsonl CHANGED
@@ -1649,6 +1649,10 @@
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  {"record_id": "data_v6/chicago_region_01310_bs_uav_v6_episode_000", "sample_id": "chicago_region_01310_bs_uav_v6_episode_000", "scene_id": "chicago_region_01310", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "69cbbd0cb2b9d9bdbaee89016b9396ef6e903963555aa5329a1e0a06a7223019", "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/chicago/chicago_region_01310_bs_uav_v6_episode_000.tar.gz", "sha256": "f2e085626b310298325497eb272430aad53eecbadae8453569c940bb4b8ba9ad", "bytes": 180379462, "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": "2026-10-31T23:58:48.581588+08:00", "export_seconds": 42.888, "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/chicago/chicago_region_01310_bs_uav_v6_episode_000.tar", "source_float32_sha256": "6a1c19de0f8bf93db180f1258b5c649e2a8014ef52a540f5bf24ac8bfe645780", "source_float32_bytes": 260915200, "source_float32_packaged_shanghai": "2026-10-31T23:30:24.916871+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": 428361847, "source_tar_bytes": 260915200, "conversion_and_verification_seconds": 24.902}}
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  {"record_id": "data_v6/chicago_region_01311_bs_uav_v6_episode_000", "sample_id": "chicago_region_01311_bs_uav_v6_episode_000", "scene_id": "chicago_region_01311", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "bbd7469c350314c19bcaa357f3c46fa500865248dbeefac83cab77300aa8fbec", "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/chicago/chicago_region_01311_bs_uav_v6_episode_000.tar.gz", "sha256": "c888eb2cec06c28ef4a92488522dea9fa7a313e55bd2408dfc098bb8fb7b2fee", "bytes": 188183563, "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": "2026-10-31T23:59:00.533315+08:00", "export_seconds": 43.768, "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/chicago/chicago_region_01311_bs_uav_v6_episode_000.tar", "source_float32_sha256": "3f10187799c434a05cf620f63c24226393901ee12faddb8c43743011504cc6dd", "source_float32_bytes": 280094720, "source_float32_packaged_shanghai": "2026-10-31T23:31:12.021412+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": 427217445, "source_tar_bytes": 280094720, "conversion_and_verification_seconds": 25.594}}
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1653
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1654
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2920
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2921
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1656
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1657
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1658
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2923
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2924
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2925
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2926
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2927
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2928
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2929
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compact_uint16/manifests/train.jsonl CHANGED
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1649
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1650
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1651
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1652
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1654
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@@ -2919,3 +2923,7 @@
2919
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2920
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2921
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1649
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1650
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1651
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1652
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1653
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1654
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1655
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1656
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1657
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1658
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2923
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2924
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2925
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2926
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2927
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2928
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2929
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