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index add2a79a7e7afc6b3093054bd5859bcd46c069cb..ff8b63c0513e36de33b8f5a80384319d52735cbb 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..0d5e9a5282597dd71ca7ca74962daa26cb603464
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+{
+  "id": "eth3d_seq1",
+  "title": "ETH3D - Delivery Area",
+  "model": "dvlt",
+  "num_views": 44,
+  "forward_pass_steps": 16,
+  "decode_index": 15,
+  "point_count": 500000,
+  "glb": "eth3d_seq1/scene.glb",
+  "thumbnail": "eth3d_seq1/thumbnail.jpg",
+  "source_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/embedded/assets_examples_eth3d_seq1_ours_iterative_dvpc.js",
+  "source_sha256": "df0fe513939b7f7ba5e506f090c9adffff67c0e7b7c1cd886e21abcd3ed55413",
+  "preview_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/thumbnails/eth3d_seq1.mp4",
+  "preview_sha256": "746c6a551e25998502cd71a71026b5993b890fff8dcbbfcb44c655bdec16b7ef",
+  "glb_sha256": "1ed1e1e40016ca71d7ebeccd5686d71a29d7ef6af8599dcd8e5b1a127a5539b8",
+  "thumbnail_sha256": "9b12a856c58fcdd8eec9bc491a94e19ea486b622e52faaf66d17ee4f5c5fe570",
+  "notes": "Fresh DVLT K=16 inference on verified source inputs; all prediction fields are retained in predictions.pt.",
+  "rrd": "eth3d_seq1/scene.rrd",
+  "depth_previews": [
+    "eth3d_seq1/depth/00000.png",
+    "eth3d_seq1/depth/00001.png",
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+    "eth3d_seq1/depth/00043.png"
+  ],
+  "input_previews": [
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+    "eth3d_seq1/inputs/00001.png",
+    "eth3d_seq1/inputs/00002.png",
+    "eth3d_seq1/inputs/00003.png",
+    "eth3d_seq1/inputs/00004.png",
+    "eth3d_seq1/inputs/00005.png",
+    "eth3d_seq1/inputs/00006.png",
+    "eth3d_seq1/inputs/00007.png",
+    "eth3d_seq1/inputs/00008.png",
+    "eth3d_seq1/inputs/00009.png",
+    "eth3d_seq1/inputs/00010.png",
+    "eth3d_seq1/inputs/00011.png",
+    "eth3d_seq1/inputs/00012.png",
+    "eth3d_seq1/inputs/00013.png",
+    "eth3d_seq1/inputs/00014.png",
+    "eth3d_seq1/inputs/00015.png",
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+    "eth3d_seq1/inputs/00019.png",
+    "eth3d_seq1/inputs/00020.png",
+    "eth3d_seq1/inputs/00021.png",
+    "eth3d_seq1/inputs/00022.png",
+    "eth3d_seq1/inputs/00023.png",
+    "eth3d_seq1/inputs/00024.png",
+    "eth3d_seq1/inputs/00025.png",
+    "eth3d_seq1/inputs/00026.png",
+    "eth3d_seq1/inputs/00027.png",
+    "eth3d_seq1/inputs/00028.png",
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+    "eth3d_seq1/inputs/00031.png",
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+    "eth3d_seq1/inputs/00042.png",
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+  ],
+  "exports": [
+    "eth3d_seq1/cameras.json",
+    "eth3d_seq1/cameras.npz",
+    "eth3d_seq1/depths.npz",
+    "eth3d_seq1/predictions.pt",
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+  "title": "ETH3D - Facade",
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+  "source_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/embedded/assets_examples_eth3d_seq3_ours_iterative_dvpc.js",
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+  "notes": "Fresh DVLT K=16 inference on verified source inputs; all prediction fields are retained in predictions.pt.",
+  "rrd": "eth3d_seq3/scene.rrd",
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+  "exports": [
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+    "eth3d_seq3/cameras.npz",
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+    "eth3d_seq3/predictions.pt",
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+      "animated_thumbnail": "eth3d_seq1/inputs-10fps.gif",
+      "input_sampling": "All 44 images",
+      "filter_summary": "On / Off / Off"
     },
     {
       "id": "eth3d_seq3",
@@ -28,16 +474,750 @@
       "num_views": 76,
       "forward_pass_steps": 16,
       "decode_index": 15,
-      "point_count": 98593,
-      "glb": "eth3d_seq3.glb",
-      "thumbnail": "eth3d_seq3.jpg",
+      "point_count": 500000,
+      "glb": "eth3d_seq3/scene.glb",
+      "thumbnail": "eth3d_seq3/thumbnail.jpg",
       "source_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/embedded/assets_examples_eth3d_seq3_ours_iterative_dvpc.js",
       "source_sha256": "8c37bc4fe1214289621abff415b014407eb9003610f4bd786d87b043874faa68",
       "preview_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/thumbnails/eth3d_seq3.mp4",
       "preview_sha256": "a515414a98d064698b432e8ec2f5f4778a99156b3b705c06168767027f2a6abb",
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-      "thumbnail_sha256": "aaba785d61ede51d4fc71742a726793825219229e4d60a17292083cef2df92f5",
-      "notes": "Final decode of a single K=16 website pass. Point cloud only; preview is not the inference input. No original RGB frames, depth maps, RRD, or independent K=8..15 runs are supplied."
+      "glb_sha256": "2cb667b36a2f895e25e3f357e0f6ecea9e8bfd8217ca756088a74080485468d1",
+      "thumbnail_sha256": "2bb1d8457d4fb58093c7e90fd2623f79ff9f0fe6aa98752765b227f7cef66373",
+      "notes": "Fresh DVLT K=16 inference on verified source inputs; all prediction fields are retained in predictions.pt.",
+      "rrd": "eth3d_seq3/scene.rrd",
+      "depth_previews": [
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+      ],
+      "exports": [
+        "eth3d_seq3/cameras.json",
+        "eth3d_seq3/cameras.npz",
+        "eth3d_seq3/depths.npz"
+      ],
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+      "input_sampling": "All 76 images",
+      "filter_summary": "On / Off / Off"
     },
     {
       "id": "scannetpp_seq0",
@@ -46,16 +1226,966 @@
       "num_views": 100,
       "forward_pass_steps": 16,
       "decode_index": 15,
-      "point_count": 98593,
-      "glb": "scannetpp_seq0.glb",
-      "thumbnail": "scannetpp_seq0.jpg",
+      "point_count": 500000,
+      "glb": "scannetpp_seq0/scene.glb",
+      "thumbnail": "scannetpp_seq0/thumbnail.jpg",
       "source_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/embedded/assets_examples_scannetpp_seq0_ours_iterative_dvpc.js",
       "source_sha256": "d913b977417e1e323c482f799bdd56364d05926c7b989f31668da126faf3056d",
       "preview_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/thumbnails/scannetpp_seq0.mp4",
       "preview_sha256": "183bf72eff212bd4e65e6d87cbbe633041e1fb0b8508b9c621ad5734997ceee5",
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-      "thumbnail_sha256": "a80e15033c8efc98da03960cc59eb0d731232fcbf789ac98d174160e72c1c92e",
-      "notes": "Final decode of a single K=16 website pass. Point cloud only; preview is not the inference input. No original RGB frames, depth maps, RRD, or independent K=8..15 runs are supplied."
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+      "notes": "Fresh DVLT K=16 inference on verified source inputs; all prediction fields are retained in predictions.pt.",
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+      "input_sampling": "Uniform 100 images",
+      "filter_summary": "On / Off / Off"
     },
     {
       "id": "sevenscenes_seq11",
@@ -64,16 +2194,901 @@
       "num_views": 91,
       "forward_pass_steps": 16,
       "decode_index": 15,
-      "point_count": 98593,
-      "glb": "sevenscenes_seq11.glb",
-      "thumbnail": "sevenscenes_seq11.jpg",
+      "point_count": 500000,
+      "glb": "sevenscenes_seq11/scene.glb",
+      "thumbnail": "sevenscenes_seq11/thumbnail.jpg",
       "source_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/embedded/assets_examples_sevenscenes_seq11_ours_iterative_dvpc.js",
       "source_sha256": "15f59dd2bb6592c9d69a1e099516d25ae94cd37b6be7182e7831190e81fdd8e3",
       "preview_url": "https://research.nvidia.com/labs/dvl/projects/dvlt/viewer/assets/thumbnails/sevenscenes_seq11.mp4",
       "preview_sha256": "6ae790a633a11c638fef61ea8e71c3885e65c77f631c00acae7ea5c8a873f5cf",
-      "glb_sha256": "6a1ecc21687a71c434439a23806e16442991f87cedc1141f1586dbf157d873e5",
-      "thumbnail_sha256": "e2fdfe6ee5d14dc19823522db70f1c8697b8baab9ffb1b7408b10aa21542994c",
-      "notes": "Final decode of a single K=16 website pass. Point cloud only; preview is not the inference input. No original RGB frames, depth maps, RRD, or independent K=8..15 runs are supplied."
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+      "thumbnail_sha256": "f9bf922bef3e64628c5610122917d0f6665707d30128eedf38a9a6c96cd5f64c",
+      "notes": "Fresh DVLT K=16 inference on verified source inputs; all prediction fields are retained in predictions.pt.",
+      "rrd": "sevenscenes_seq11/scene.rrd",
+      "depth_previews": [
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+      "animated_thumbnail": "sevenscenes_seq11/inputs-10fps.gif",
+      "input_sampling": "Every 11th frame",
+      "filter_summary": "On / Off / Off"
     }
-  ]
+  ],
+  "cache_kind": "full_inference",
+  "run": {
+    "checkpoint": "/tmp/weights-143270-38135771-5bou5av5/model.safetensors",
+    "checkpoint_sha256": "87aac651e77e381eea02c40c14985d196edfb0d4a1c2d4197acb50ef18776eb5",
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+    "slurm_job_id": "38135771",
+    "host": "batch-block1-0010",
+    "torch": "2.5.1",
+    "gpu": "NVIDIA A100-SXM4-80GB",
+    "source_commit": "3cbe4bb2acc881705b70fc955cf4a67724012a88",
+    "preprocessing": "demo longest-side 504, portrait clockwise, patch crop 14",
+    "confidence_percentile": 50.0,
+    "max_points": 500000
+  },
+  "hosting_note": "Raw prediction tensors and original-input ZIP archives remain in the verified ORD cache; omitted here to fit the private Space storage limit."
 }
diff --git a/assets/demo_examples/scannetpp_seq0/cameras.json b/assets/demo_examples/scannetpp_seq0/cameras.json
new file mode 100644
index 0000000000000000000000000000000000000000..48a16c6f28f0e52c812765e80dc51629c6ddb7c7
--- /dev/null
+++ b/assets/demo_examples/scannetpp_seq0/cameras.json
@@ -0,0 +1 @@
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