DaftJun commited on
Commit
85932a0
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1 Parent(s): 618a7ce

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 **3057 条**(动态 UAV RF 实体 3057 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 **3065 条**(动态 UAV RF 实体 3065 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 **3057 条**(动态 UAV RF 实体 3057 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
 
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **3065 条**(动态 UAV RF 实体 3065 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_01384_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": "2026-11-01T03:29:29.897151+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 3057,
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- "dynamic_rf_samples": 3057,
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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": 1338,
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  },
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- "unique_physical_groups": 3057,
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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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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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  "boston": 381,
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+ "chicago": 1342,
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+ "houston": 1342
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  },
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+ "unique_physical_groups": 3065,
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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
@@ -1717,6 +1717,10 @@
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  {"record_id": "data_v6/chicago_region_01381_bs_uav_v6_episode_000", "sample_id": "chicago_region_01381_bs_uav_v6_episode_000", "scene_id": "chicago_region_01381", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "962a6179fec3c3c9e99e4834d3f277fea932e19a2f8a473f08ebb674ce7faf6d", "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_01381_bs_uav_v6_episode_000.tar.gz", "sha256": "b28088931d2290c026d35d53805a1eb9294c7e47662561495827fec9170a0c40", "bytes": 155110723, "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": "2026-11-01T00:07:17.263019+08:00", "export_seconds": 43.329, "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_01381_bs_uav_v6_episode_000.tar", "source_float32_sha256": "cba04ad89bcd1e4ba712eb66b816acdce37c5d6c3e1274f9ee44ec651add4424", "source_float32_bytes": 229099520, "source_float32_packaged_shanghai": "2026-10-31T23:53:15.780775+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": 431700251, "source_tar_bytes": 229099520, "conversion_and_verification_seconds": 23.708}}
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  {"record_id": "data_v6/chicago_region_01382_bs_uav_v6_episode_000", "sample_id": "chicago_region_01382_bs_uav_v6_episode_000", "scene_id": "chicago_region_01382", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "4f1d55c1633a24392ebc180e9d9a3e5ea3b4d1de37b1457fc5cefb07f819b185", "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_01382_bs_uav_v6_episode_000.tar.gz", "sha256": "2e889e05f2379b80b4d3c0bfc4e17e1e6c824cb7b5714dabc842a162cc1ddec9", "bytes": 171133485, "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": "2026-11-01T00:07:13.655506+08:00", "export_seconds": 39.722, "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_01382_bs_uav_v6_episode_000.tar", "source_float32_sha256": "61c4262ba45d2850da12ad4cbb27a67c35bc8545d456effed050da5f387b1f0b", "source_float32_bytes": 244039680, "source_float32_packaged_shanghai": "2026-10-31T23:53:39.295680+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": 429397354, "source_tar_bytes": 244039680, "conversion_and_verification_seconds": 22.452}}
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  {"record_id": "data_v6/houston_region_00008_bs_uav_v6_episode_000", "sample_id": "houston_region_00008_bs_uav_v6_episode_000", "scene_id": "houston_region_00008", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "330b7b2a5f06410e6c345b7781b7f90692d80030c4b028462ad5350a3111a5c5", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "4efa23f4f8ba7a4a513080ff17d37f4e91d30a5994695aab81d8690097abb2aa", "bytes": 93036938, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:21:08.761882+08:00", "export_seconds": 39.345, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "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_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "564c02fa2d3594357089015a580b5fae58075fead65537bd64a8d2481a9aad4d", "source_float32_bytes": 295925760, "source_float32_packaged_shanghai": "2026-10-31T15:02:08.403728+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 417658418, "source_tar_bytes": 295925760, "conversion_and_verification_seconds": 28.27}}
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  {"record_id": "data_v6/houston_region_00009_bs_uav_v6_episode_000", "sample_id": "houston_region_00009_bs_uav_v6_episode_000", "scene_id": "houston_region_00009", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "9f1f796f1253de8162f118da75a131df00ad2d3ba1ed5e6054a5daee9cb49362", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00009_bs_uav_v6_episode_000.tar.gz", "sha256": "c58f20587580101f833ac1c1ee18bc15ae87dfeff250f7e43b2c345911ad984d", "bytes": 85431277, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:21:58.623770+08:00", "export_seconds": 33.586, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "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_00009_bs_uav_v6_episode_000.tar", "source_float32_sha256": "2c4b5f557aa9fe8ed8b4b7c8020546a27df426841670e1d29ff5d0194fc8a324", "source_float32_bytes": 282839040, "source_float32_packaged_shanghai": "2026-10-31T15:27:21.507511+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 414864315, "source_tar_bytes": 282839040, "conversion_and_verification_seconds": 21.18}}
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  {"record_id": "data_v6/houston_region_00010_bs_uav_v6_episode_000", "sample_id": "houston_region_00010_bs_uav_v6_episode_000", "scene_id": "houston_region_00010", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "21ed5e0917dcfb1cda06b40b6459f16e2e78f3500a01360c0ba8b1eac9df5466", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00010_bs_uav_v6_episode_000.tar.gz", "sha256": "f89e83cc086a3639dd6f3dcf7f38c793a89a2d82bfa70468788e18716eb0d2f0", "bytes": 78302352, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:22:34.344262+08:00", "export_seconds": 33.783, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "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_00010_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f47fe72487e9537812646c18c1fd0cdecd106cc837a1e959e96b863cd1053a40", "source_float32_bytes": 270264320, "source_float32_packaged_shanghai": "2026-10-31T15:27:20.217794+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 420200825, "source_tar_bytes": 270264320, "conversion_and_verification_seconds": 23.905}}
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3056
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3060
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3062
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3063
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3064
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3065
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compact_uint16/manifests/train.jsonl CHANGED
@@ -1717,6 +1717,10 @@
1717
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1718
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1719
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1720
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1721
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1722
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@@ -3055,3 +3059,7 @@
3055
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3056
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3057
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1717
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1719
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1721
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1723
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1724
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3059
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3060
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3061
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3062
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3063
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3064
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