diff --git a/llama.exe b/llama.exe
new file mode 100644
index 000000000..79a730b5e
Binary files /dev/null and b/llama.exe differ
diff --git a/quantize.exe b/quantize.exe
new file mode 100644
index 000000000..4d3f5892c
Binary files /dev/null and b/quantize.exe differ
diff --git a/quantize.py b/quantize.py
new file mode 100644
index 000000000..4a1436408
--- /dev/null
+++ b/quantize.py
@@ -0,0 +1,15 @@
+#!/usr/bin/env python3
+
+import os
+import sys
+
+if not (len(sys.argv) == 2 and sys.argv[1] in ["7B", "13B", "30B", "65B"]):
+    print(f"\nUsage: {sys.argv[0]} 7B|13B|30B|65B [--remove-f16]\n")
+    sys.exit(1)
+
+for i in os.listdir(f"models/{sys.argv[1]}"):
+    if i.endswith("ggml-model-f16.bin.1"):
+        os.system(f"quantize.exe {os.path.join('models', sys.argv[1], i)} {os.path.join('models', sys.argv[1], i.replace('f16', 'q4_0'))} 2")
+        print(f"quantize.exe {os.path.join('models', sys.argv[1], i)} {os.path.join('models', sys.argv[1], i.replace('f16', 'q4_1'))} 2")
+        if len(sys.argv) == 3 and sys.argv[2] == "--remove-f16":
+            os.remove(os.path.join('models', sys.argv[1], i))
\ No newline at end of file