diff --git a/.gitignore b/.gitignore
index a3ceb984a..d6c1921f5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -111,4 +111,6 @@ screenshots/*.webm
 
 replays/
 
-agent_code/auto_bomber/models/
+agent_code/auto_bomber/models
+agent_code/auto_bomber/*.pt
+agent_code/auto_bomber/runs
diff --git a/agent_code/auto_bomber/auto_bomber_weights.pt b/agent_code/auto_bomber/auto_bomber_weights.pt
deleted file mode 100644
index 0fb39a9fc..000000000
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diff --git a/agent_code/auto_bomber/runs/Mar15_18-37-54_W-R90PH8YF/events.out.tfevents.1615829874.W-R90PH8YF b/agent_code/auto_bomber/runs/Mar15_18-37-54_W-R90PH8YF/events.out.tfevents.1615829874.W-R90PH8YF
deleted file mode 100644
index 472b6b924..000000000
Binary files a/agent_code/auto_bomber/runs/Mar15_18-37-54_W-R90PH8YF/events.out.tfevents.1615829874.W-R90PH8YF and /dev/null differ