diff --git a/.gitignore b/.gitignore
index 83d9793..825ff8a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -145,5 +145,5 @@ logs
 data/
 logs/
 wandb/
-notebooks/*.pdf
-notebooks/*.png
+#notebooks/*.pdf
+#notebooks/*.png
diff --git a/notebooks/early-stopped.pdf b/notebooks/early-stopped.pdf
new file mode 100644
index 0000000..c075850
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diff --git a/notebooks/interpolated.pdf b/notebooks/interpolated.pdf
new file mode 100644
index 0000000..ed9cea8
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diff --git a/notebooks/sota-celeba.pdf b/notebooks/sota-celeba.pdf
new file mode 100644
index 0000000..76969d6
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diff --git a/notebooks/sota-cifar.pdf b/notebooks/sota-cifar.pdf
new file mode 100644
index 0000000..daea947
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