DaftJun commited on
Commit
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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 **3897 条**(动态 UAV RF 实体 3308 条,历史辅助 589 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 **3905 条**(动态 UAV RF 实体 3308 条,历史辅助 597 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 **3897 条**(动态 UAV RF 实体 3308 条,历史辅助 589 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
 
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **3905 条**(动态 UAV RF 实体 3308 条,历史辅助 597 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
 
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compact_uint16/dataset_summary.json CHANGED
@@ -1,17 +1,17 @@
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  {
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- "updated_shanghai": "2026-11-01T04:41:06.950000+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 3897,
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  "dynamic_rf_samples": 3308,
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- "legacy_auxiliary_samples": 589,
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  "counts_by_city": {
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  "boston": 752,
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- "chicago": 1573,
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  },
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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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+ "complete_samples": 3905,
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  "dynamic_rf_samples": 3308,
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+ "legacy_auxiliary_samples": 597,
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  "counts_by_city": {
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  "boston": 752,
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+ "chicago": 1577,
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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/legacy_aux_train.jsonl CHANGED
@@ -277,6 +277,10 @@
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  {"record_id": "data_v3_gpuopt_p3/chicago_032_episode_000", "sample_id": "chicago_032_episode_000", "scene_id": "chicago_032", "source_version": "data_v3_gpuopt_p3", "city": "chicago", "split": "train", "source_split": "test", "physical_episode_group": "0eaaf25dba6174353e447c3c0ba2a4181b82132cb7a0c686391d27a718a6d364", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_032_episode_000.tar.gz", "sha256": "6099501a93b78d3a037e026fe8b0e0e4c8969ed8c40c036ddde4696946c64d4d", "bytes": 240753283, "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": "2026-11-01T04:16:56.254568+08:00", "export_seconds": 48.94, "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/legacy_aux/data_v3_gpuopt_p3/chicago/chicago_032_episode_000.tar", "source_float32_sha256": "4a0c70bea648dfd07aee0dddeb604e5469c176908f8eb9ab4f5b3953ab429fde", "source_float32_bytes": 342999040, "source_float32_packaged_shanghai": "2026-11-01T04:16:03.441150+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": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 423991009, "source_tar_bytes": 342999040, "conversion_and_verification_seconds": 25.955}}
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  {"record_id": "data_v3_gpuopt_p3/houston_000_episode_001", "sample_id": "houston_000_episode_001", "scene_id": "houston_000", "source_version": "data_v3_gpuopt_p3", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "39d6ace9accf07ee45af541ca6f46516b0e0062510fe74b14f0a85e6228372d6", "dynamic_rf_uav_body": false, "recommended_training_use": "legacy_multi_transmitter_rf_pretraining", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v3_gpuopt_p3/houston/houston_000_episode_001.tar.gz", "sha256": "747671da0267eefccffdabf7ff2b0ed85b6cabb9fcbb75195297df194f730461", "bytes": 236434520, "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": "2026-11-01T03:08:44.315134+08:00", "export_seconds": 48.025, "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/legacy_aux/data_v3_gpuopt_p3/houston/houston_000_episode_001.tar", "source_float32_sha256": "91d2d5b38251e383740ed9d3e76a015c1c91582e1d9a2598173c321cbca1b052", "source_float32_bytes": 326133760, "source_float32_packaged_shanghai": "2026-11-01T03:07:50.939106+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": 9, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 428310647, "source_tar_bytes": 326133760, "conversion_and_verification_seconds": 26.618}}
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@@ -371,6 +375,10 @@
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280
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281
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282
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@@ -371,6 +375,10 @@
371
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372
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373
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375
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