diff --git a/examples/finetune/finetune.sh b/examples/finetune/finetune.sh
new file mode 100644
index 000000000..b79b10753
--- /dev/null
+++ b/examples/finetune/finetune.sh
@@ -0,0 +1,32 @@
+#!/bin/bash
+cd `dirname $0`
+cd ../..
+
+EXE="./finetune"
+
+MODEL="openllama-3b-v2.gguf"
+
+while getopts "dg" opt; do
+  case $opt in
+    d)
+      DEBUGGER="gdb --args"
+      ;;
+    g)
+      # GPU. The makefile doesn't support CUDA on Windows, so I have to use CMake and so main is built to a different location.
+      # Note: "-d" doesn't really work with this - it will run under gdb, but there are no debugging symbols (in a format gdb understands). I think the easiest workaround is to use WinDbg instead.
+      EXE="./build/bin/Release/finetune"
+      GPUARG="--gpu-layers 25"
+      ;;
+  esac
+done
+
+$DEBUGGER $EXE \
+        --model-base c:/models/$MODEL \
+	$GPUARG \
+        --checkpoint-in  chk-ol3b-shakespeare-LATEST.gguf \
+        --checkpoint-out chk-ol3b-shakespeare-ITERATION.gguf \
+        --lora-out lora-ol3b-shakespeare-ITERATION.bin \
+        --train-data "c:\training\shakespeare.txt" \
+        --save-every 10 \
+        --threads 10 --adam-iter 30 --batch 4 --ctx 64 \
+        --use-checkpointing