diff --git a/public/models/thorax-mini/descript.json b/public/models/thorax-mini/descript.json
index 466e33b..b66207e 100644
--- a/public/models/thorax-mini/descript.json
+++ b/public/models/thorax-mini/descript.json
@@ -1,11 +1,11 @@
 {
-  "version": "0.2.1-n2",
+  "version": "0.2.1-n3",
   "region": "Thorax",
-  "size": 960,
-  "epochs": 1524,
-  "name": "nano2",
+  "size": 640,
+  "epochs": 1500,
+  "name": "nano3",
   "yolo-version": "8.2.16 docker",
-  "date": "2024-06-14",
+  "date": "2024-06-17",
   "export": "0.2.1-th",
   "grayscale": true,
   "background": 35
diff --git a/public/models/thorax-mini/group1-shard1of3.bin b/public/models/thorax-mini/group1-shard1of3.bin
old mode 100755
new mode 100644
index 4bcb9f7..43b872a
Binary files a/public/models/thorax-mini/group1-shard1of3.bin and b/public/models/thorax-mini/group1-shard1of3.bin differ
diff --git a/public/models/thorax-mini/group1-shard2of3.bin b/public/models/thorax-mini/group1-shard2of3.bin
old mode 100755
new mode 100644
index 24feaf4..f1d5dcf
Binary files a/public/models/thorax-mini/group1-shard2of3.bin and b/public/models/thorax-mini/group1-shard2of3.bin differ
diff --git a/public/models/thorax-mini/group1-shard3of3.bin b/public/models/thorax-mini/group1-shard3of3.bin
old mode 100755
new mode 100644
index 611cee2..eb0f3df
Binary files a/public/models/thorax-mini/group1-shard3of3.bin and b/public/models/thorax-mini/group1-shard3of3.bin differ
diff --git a/public/models/thorax-mini/metadata.yaml b/public/models/thorax-mini/metadata.yaml
old mode 100755
new mode 100644
index e6d79b9..2422697
--- a/public/models/thorax-mini/metadata.yaml
+++ b/public/models/thorax-mini/metadata.yaml
@@ -1,6 +1,6 @@
-description: Ultralytics best model trained on /data/ALVINN/Thorax/Thorax 0.2.1/thorax_g.yaml
+description: Ultralytics best model trained on /data/ALVINN/Thorax 0.2.1/thorax_g.yaml
 author: Ultralytics
-date: '2024-06-14T22:58:20.880058'
+date: '2024-06-17T22:40:05.967309'
 version: 8.2.16
 license: AGPL-3.0 License (https://ultralytics.com/license)
 docs: https://docs.ultralytics.com
@@ -8,8 +8,8 @@ stride: 32
 task: detect
 batch: 1
 imgsz:
-- 960
-- 960
+- 640
+- 640
 names:
   0: Abdominal diaphragm
   1: Aorta
diff --git a/public/models/thorax-mini/model.json b/public/models/thorax-mini/model.json
old mode 100755
new mode 100644
index 31cc1b4..5a9c985
--- a/public/models/thorax-mini/model.json
+++ b/public/models/thorax-mini/model.json
@@ -1 +1 @@
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diff --git a/public/models/thorax/descript.json b/public/models/thorax/descript.json
index e8bdc5f..466e33b 100644
--- a/public/models/thorax/descript.json
+++ b/public/models/thorax/descript.json
@@ -1,12 +1,12 @@
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-  "epochsFinal:": 1656,
-  "name": "small1",
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-  "export": "0.3.0-th",
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+  "date": "2024-06-14",
+  "export": "0.2.1-th",
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+  "background": 35
 }
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diff --git a/public/models/thorax/metadata.yaml b/public/models/thorax/metadata.yaml
old mode 100644
new mode 100755
index 52f0dbb..e6d79b9
--- a/public/models/thorax/metadata.yaml
+++ b/public/models/thorax/metadata.yaml
@@ -1,8 +1,9 @@
-description: Ultralytics best model trained on /data/ALVINN/Thorax/Thorax 0.3.0/thorax_g.yaml
+description: Ultralytics best model trained on /data/ALVINN/Thorax/Thorax 0.2.1/thorax_g.yaml
 author: Ultralytics
-license: AGPL-3.0 https://ultralytics.com/license
-date: '2024-06-05T22:55:38.088791'
-version: 8.1.20
+date: '2024-06-14T22:58:20.880058'
+version: 8.2.16
+license: AGPL-3.0 License (https://ultralytics.com/license)
+docs: https://docs.ultralytics.com
 stride: 32
 task: detect
 batch: 1
diff --git a/public/models/thorax/model.json b/public/models/thorax/model.json
old mode 100644
new mode 100755
index f1b8a28..31cc1b4
--- a/public/models/thorax/model.json
+++ b/public/models/thorax/model.json
@@ -1 +1 @@
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