diff --git a/models/active/production.json b/models/active/production.json
index e4db1a6b..9d234ead 100644
--- a/models/active/production.json
+++ b/models/active/production.json
@@ -1,37 +1,37 @@
 {
-  "version": "yolo26s-seg-v5-s-noflip-mask1-2026-10-25",
+  "version": "yolo26n-seg-v7-noflip-mask1-2026-11-06",
   "export": "weights.pt",
-  "promoted_on": "2026-10-25",
+  "promoted_on": "2026-11-06",
   "promoted_by": "gate",
-  "run": "2026-10-23_v5-s-noflip-mask1",
+  "run": "2026-11-05_v7-noflip-mask1",
   "gate": {
-    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json",
-    "f1_delta": 0.0207,
-    "mask_iou_delta": 0.0104,
-    "mask_score": 0.6831,
-    "mask_score_baseline": 0.6726,
-    "matched_only_iou_delta": -0.002,
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
+    "f1_delta": -0.0052,
+    "mask_iou_delta": 0.0096,
+    "mask_score": 0.6901,
+    "mask_score_baseline": 0.6805,
+    "matched_only_iou_delta": -0.005,
     "class_f1_delta": {
-      "loop_all": -0.0085,
-      "pin": 0.0064
+      "loop_all": -0.0038,
+      "pin": -0.0143
     },
-    "pass_point_rule": true,
+    "pass_point_rule": false,
     "rule": "paired bootstrap",
     "bootstrap": {
-      "frames": 335,
-      "mounts": 300,
+      "frames": 337,
+      "mounts": 311,
       "draws": 2000,
       "f1": {
-        "delta": 0.0207,
-        "lo": -0.0028,
-        "hi": 0.0438,
-        "win": 0.961
+        "delta": -0.0052,
+        "lo": -0.0215,
+        "hi": 0.0112,
+        "win": 0.27
       },
       "mask_score": {
-        "delta": 0.0104,
-        "lo": -0.0053,
-        "hi": 0.027,
-        "win": 0.9
+        "delta": 0.0096,
+        "lo": -0.0032,
+        "hi": 0.0225,
+        "win": 0.926
       }
     },
     "pass": true
diff --git a/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/gold_report.json b/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/gold_report.json
new file mode 100644
index 00000000..7f1788dc
--- /dev/null
+++ b/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/gold_report.json
@@ -0,0 +1,108 @@
+{
+  "per_class": {
+    "loop_all": {
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+      "fp": 15,
+      "fn": 5,
+      "precision": 0.9423076923076923,
+      "recall": 0.98,
+      "f1": 0.9607843137254902,
+      "mean_mask_iou": 0.9227624593344829,
+      "n_matched": 245
+    },
+    "pin": {
+      "tp": 91,
+      "fp": 13,
+      "fn": 2,
+      "precision": 0.875,
+      "recall": 0.978494623655914,
+      "f1": 0.9238578680203046,
+      "mean_mask_iou": 0.9331309475721057,
+      "n_matched": 91
+    },
+    "crystal": {
+      "tp": 159,
+      "fp": 88,
+      "fn": 93,
+      "precision": 0.6437246963562753,
+      "recall": 0.6309523809523809,
+      "f1": 0.6372745490981964,
+      "mean_mask_iou": 0.7691015625744835,
+      "n_matched": 159
+    },
+    "loop_face": {
+      "tp": 215,
+      "fp": 55,
+      "fn": 24,
+      "precision": 0.7962962962962963,
+      "recall": 0.899581589958159,
+      "f1": 0.8447937131630647,
+      "mean_mask_iou": 0.8917443658770515,
+      "n_matched": 215
+    },
+    "ice": {
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+      "fp": 11,
+      "fn": 73,
+      "precision": 0.45,
+      "recall": 0.10975609756097561,
+      "f1": 0.1764705882352941,
+      "mean_mask_iou": 0.7897870919615065,
+      "n_matched": 9
+    }
+  },
+  "overall": {
+    "tp": 719,
+    "fp": 182,
+    "fn": 197,
+    "precision": 0.7980022197558269,
+    "recall": 0.7849344978165939,
+    "f1": 0.7914144193725923,
+    "mean_mask_iou": 0.879154366768529,
+    "n_matched": 719
+  },
+  "dataset": {
+    "gold_images": 337,
+    "pred_images": 337,
+    "missing_predictions": 0,
+    "iou_threshold": 0.5,
+    "ignored_objects": 242
+  },
+  "environment": {
+    "host": "mx-spark-01",
+    "ultralytics": "8.4.160",
+    "torch": "2.14.0+cu130"
+  },
+  "gate": {
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
+    "f1_delta": -0.0052,
+    "mask_iou_delta": 0.0096,
+    "mask_score": 0.6901,
+    "mask_score_baseline": 0.6805,
+    "matched_only_iou_delta": -0.005,
+    "class_f1_delta": {
+      "loop_all": -0.0038,
+      "pin": -0.0143
+    },
+    "pass_point_rule": false,
+    "rule": "paired bootstrap",
+    "bootstrap": {
+      "frames": 337,
+      "mounts": 311,
+      "draws": 2000,
+      "f1": {
+        "delta": -0.0052,
+        "lo": -0.0215,
+        "hi": 0.0112,
+        "win": 0.27
+      },
+      "mask_score": {
+        "delta": 0.0096,
+        "lo": -0.0032,
+        "hi": 0.0225,
+        "win": 0.926
+      }
+    },
+    "pass": true
+  }
+}
diff --git a/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/metadata.json b/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/metadata.json
new file mode 100644
index 00000000..da70f1a4
--- /dev/null
+++ b/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/metadata.json
@@ -0,0 +1,71 @@
+{
+  "model_id": "yolo26n-seg-v7-noflip-mask1-2026-11-06",
+  "family": "yolo26n",
+  "task": "segmentation",
+  "training_date": "2026-11-06",
+  "run": "2026-11-05_v7-noflip-mask1",
+  "dataset": "dataset/2026-11-04_v7",
+  "base_weights": "models/base/yolo26n-seg.pt",
+  "hyperparams": {
+    "epochs": 400,
+    "patience": 50,
+    "imgsz": 640,
+    "batch": 16,
+    "device": "0",
+    "overlap_mask": false,
+    "scale": 0.7,
+    "translate": 0.15,
+    "mosaic": 0.5,
+    "close_mosaic": 10,
+    "fliplr": 0,
+    "flipud": 0.3,
+    "shear": 5.0,
+    "perspective": 0.0,
+    "mask_ratio": 1
+  },
+  "export_formats": [
+    "pt"
+  ],
+  "metrics": {
+    "tp": 719,
+    "fp": 182,
+    "fn": 197,
+    "precision": 0.7980022197558269,
+    "recall": 0.7849344978165939,
+    "f1": 0.7914144193725923,
+    "mean_mask_iou": 0.879154366768529,
+    "n_matched": 719
+  },
+  "gate": {
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
+    "f1_delta": -0.0052,
+    "mask_iou_delta": 0.0096,
+    "mask_score": 0.6901,
+    "mask_score_baseline": 0.6805,
+    "matched_only_iou_delta": -0.005,
+    "class_f1_delta": {
+      "loop_all": -0.0038,
+      "pin": -0.0143
+    },
+    "pass_point_rule": false,
+    "rule": "paired bootstrap",
+    "bootstrap": {
+      "frames": 337,
+      "mounts": 311,
+      "draws": 2000,
+      "f1": {
+        "delta": -0.0052,
+        "lo": -0.0215,
+        "hi": 0.0112,
+        "win": 0.27
+      },
+      "mask_score": {
+        "delta": 0.0096,
+        "lo": -0.0032,
+        "hi": 0.0225,
+        "win": 0.926
+      }
+    },
+    "pass": true
+  }
+}
diff --git a/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/weights.pt b/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/weights.pt
new file mode 100644
index 00000000..88f1c814
--- /dev/null
+++ b/models/registry/yolo26n-seg-v7-noflip-mask1-2026-11-06/weights.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fe64d514036b59fa769888017893ebe10239e3bb03287dab053eb378d907e4a
+size 6591965
diff --git a/runs/2026-11-05_v7-noflip-mask1/latency.json b/runs/2026-11-05_v7-noflip-mask1/latency.json
new file mode 100644
index 00000000..c3c035ce
--- /dev/null
+++ b/runs/2026-11-05_v7-noflip-mask1/latency.json
@@ -0,0 +1 @@
+{"weights": "runs/2026-11-05_v7-noflip-mask1/ultralytics/train/weights/best.pt", "frames": 150, "imgsz": 640, "infer_scale": 0.5, "half": true, "ms_median": 3.98, "ms_p90": 4.08, "ms_max": 6.7, "fps_median": 251.2, "device": "0", "backend": "pytorch", "gpu": "NVIDIA GB10", "ultralytics": "8.4.160", "torch": "2.14.0+cu130"}
diff --git a/runs/2026-11-05_v7-noflip-mask1/metrics.json b/runs/2026-11-05_v7-noflip-mask1/metrics.json
new file mode 100644
index 00000000..cd1e9add
--- /dev/null
+++ b/runs/2026-11-05_v7-noflip-mask1/metrics.json
@@ -0,0 +1,57 @@
+{
+  "overall": {
+    "tp": 719,
+    "fp": 182,
+    "fn": 197,
+    "precision": 0.7980022197558269,
+    "recall": 0.7849344978165939,
+    "f1": 0.7914144193725923,
+    "mean_mask_iou": 0.879154366768529,
+    "n_matched": 719
+  },
+  "gate": {
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
+    "f1_delta": -0.0052,
+    "mask_iou_delta": 0.0096,
+    "mask_score": 0.6901,
+    "mask_score_baseline": 0.6805,
+    "matched_only_iou_delta": -0.005,
+    "class_f1_delta": {
+      "loop_all": -0.0038,
+      "pin": -0.0143
+    },
+    "pass_point_rule": false,
+    "rule": "paired bootstrap",
+    "bootstrap": {
+      "frames": 337,
+      "mounts": 311,
+      "draws": 2000,
+      "f1": {
+        "delta": -0.0052,
+        "lo": -0.0215,
+        "hi": 0.0112,
+        "win": 0.27
+      },
+      "mask_score": {
+        "delta": 0.0096,
+        "lo": -0.0032,
+        "hi": 0.0225,
+        "win": 0.926
+      }
+    },
+    "pass": true
+  },
+  "training": {
+    "epochs_run": 233,
+    "precision(B)": 0.67594,
+    "recall(B)": 0.75992,
+    "mAP50(B)": 0.76383,
+    "mAP50-95(B)": 0.57244,
+    "precision(M)": 0.67677,
+    "recall(M)": 0.75905,
+    "mAP50(M)": 0.76589,
+    "mAP50-95(M)": 0.55224
+  },
+  "version": "yolo26n-seg-v7-noflip-mask1-2026-11-06",
+  "measured_at": "2026-11-06T03:13:57"
+}
diff --git a/runs/2026-11-05_v7-noflip-mask1/run.json b/runs/2026-11-05_v7-noflip-mask1/run.json
index b2ae9a89..90de0a07 100644
--- a/runs/2026-11-05_v7-noflip-mask1/run.json
+++ b/runs/2026-11-05_v7-noflip-mask1/run.json
@@ -2,18 +2,66 @@
   "id": "2026-11-05_v7-noflip-mask1",
   "dataset": "dataset/2026-11-04_v7",
   "base_weights": "models/base/yolo26n-seg.pt",
-  "status": "exported",
+  "status": "promoted",
   "created": "2026-11-05T14:01:49",
   "created_by": "jungfrau@mx-spark-01",
-  "hyperparams": {},
-  "version": null,
-  "metrics": {},
+  "hyperparams": {
+    "epochs": 400,
+    "patience": 50,
+    "imgsz": 640,
+    "batch": 16,
+    "device": "0",
+    "overlap_mask": false,
+    "scale": 0.7,
+    "translate": 0.15,
+    "mosaic": 0.5,
+    "close_mosaic": 10,
+    "fliplr": 0,
+    "flipud": 0.3,
+    "shear": 5.0,
+    "perspective": 0.0,
+    "mask_ratio": 1
+  },
+  "version": "yolo26n-seg-v7-noflip-mask1-2026-11-06",
+  "metrics": {
+    "f1": 0.7914144193725923,
+    "mean_mask_iou": 0.879154366768529,
+    "gate_pass": true,
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json",
+    "measured_at": "2026-11-06T03:13:57"
+  },
   "history": [
     {
       "status": "exported",
       "at": "2026-11-05T14:01:49",
       "by": "jungfrau@mx-spark-01",
       "note": "promoted recipe (fliplr 0, mask_ratio 1) on dataset v7: candidate for the beamlines, Spark"
+    },
+    {
+      "status": "training",
+      "at": "2026-11-05T14:01:49",
+      "by": "jungfrau@mx-spark-01",
+      "note": "train_run.py"
+    },
+    {
+      "status": "measured",
+      "at": "2026-11-06T03:13:57",
+      "by": "jungfrau@mx-spark-01",
+      "note": ""
+    },
+    {
+      "status": "gate_passed",
+      "at": "2026-11-06T03:13:57",
+      "by": "jungfrau@mx-spark-01",
+      "note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json\", \"f1_delta\": -0.0052, \"mask_iou_delta\": 0.0096, \"mask_score\": 0.6901, \"mask_score_baseline\": 0.6805, \"matched_only_iou_delta\": -0.005, \"class_f1_delta\": {\"loop_all\": -0.0038, \"pin\": -0.0143}, \"pass_point_rule\": false, \"rule\": \"paired bootstrap\", \"bootstrap\": {\"frames\": 337, \"mounts\": 311, \"draws\": 2000, \"f1\": {\"delta\": -0.0052, \"lo\": -0.0215, \"hi\": 0.0112, \"win\": 0.27}, \"mask_score\": {\"delta\": 0.0096, \"lo\": -0.0032, \"hi\": 0.0225, \"win\": 0.926}}, \"pass\": true}"
+    },
+    {
+      "status": "promoted",
+      "at": "2026-11-06T03:13:57",
+      "by": "jungfrau@mx-spark-01",
+      "note": "by the gate"
     }
-  ]
+  ],
+  "host": "mx-spark-01",
+  "started": "2026-11-05T14:01:49"
 }
diff --git a/runs/README.md b/runs/README.md
index 9cec066f..c989a6cb 100644
--- a/runs/README.md
+++ b/runs/README.md
@@ -32,6 +32,7 @@ Generated by `python tools/ledger.py render`; do not edit by hand.
 | 2026-11-03_crop1-s | registered | dataset/2026-11-03_crop1 | yolo26s-seg.pt | yolo26s-seg-crop1-s-2026-11-04 | - | - | - | 2026-11-04T02:39 |
 | 2026-11-04_v7-s-noflip-mask1 | gate_failed | dataset/2026-11-04_v7 | models/base/yolo26s-seg.pt | yolo26s-seg-v7-s-noflip-mask1-2026-11-05 | 0.791 | 0.874 | no | 2026-11-05T05:26 |
 | 2026-11-05_v7-crop-s | registered | dataset/2026-11-04_v7crop | models/base/yolo26s-seg.pt | yolo26s-seg-v7-crop-s-2026-11-05 | - | - | - | 2026-11-05T14:01 |
+| 2026-11-05_v7-noflip-mask1 | promoted | dataset/2026-11-04_v7 | models/base/yolo26n-seg.pt | yolo26n-seg-v7-noflip-mask1-2026-11-06 | 0.791 | 0.879 | yes | 2026-11-06T03:13 |
 
 States: exported → queued → training → measured → registered → gate_passed → gate_failed → promoted → deployed (or aborted).
 
@@ -259,3 +260,11 @@ States: exported → queued → training → measured → registered → gate_pa
 - 2026-11-05T05:26:46 · exported · jungfrau@mx-spark-01 — loop-head crop model (yolo26s) for the studio second pass on the v7 pool: crops 1.6x the face, min 512 px, head classes only; promoted recipe; no gold gate, measured as a two-pass behind the first-pass models, Spark
 - 2026-11-05T05:26:46 · training · jungfrau@mx-spark-01 — train_run.py
 - 2026-11-05T14:01:38 · registered · jungfrau@mx-spark-01 — --no-gate: no gold measure
+
+## 2026-11-05_v7-noflip-mask1
+
+- 2026-11-05T14:01:49 · exported · jungfrau@mx-spark-01 — promoted recipe (fliplr 0, mask_ratio 1) on dataset v7: candidate for the beamlines, Spark
+- 2026-11-05T14:01:49 · training · jungfrau@mx-spark-01 — train_run.py
+- 2026-11-06T03:13:57 · measured · jungfrau@mx-spark-01
+- 2026-11-06T03:13:57 · gate_passed · jungfrau@mx-spark-01 — {"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26s-seg-v5-s-noflip-mask1-2026-10-25/gold_report.json", "f1_delta": -0.0052, "mask_iou_delta": 0.0096, "mask_score": 0.6901, "mask_score_baseline": 0.6805, "matched_only_iou_delta": -0.005, "class_f1_delta": {"loop_all": -0.0038, "pin": -0.0143}, "pass_point_rule": false, "rule": "paired bootstrap", "bootstrap": {"frames": 337, "mounts": 311, "draws": 2000, "f1": {"delta": -0.0052, "lo": -0.0215, "hi": 0.0112, "win": 0.27}, "mask_score": {"delta": 0.0096, "lo": -0.0032, "hi": 0.0225, "win": 0.926}}, "pass": true}
+- 2026-11-06T03:13:57 · promoted · jungfrau@mx-spark-01 — by the gate