diff --git a/candle-examples/examples/quantized/README.md b/candle-examples/examples/quantized/README.md
index ee4f3420..bed09243 100644
--- a/candle-examples/examples/quantized/README.md
+++ b/candle-examples/examples/quantized/README.md
@@ -12,6 +12,8 @@ The weights are automatically downloaded for you from the [HuggingFace
 Hub](https://huggingface.co/) on the first run. There are various command line
 flags to use local files instead, run with `--help` to learn about them.
 
+![Axiom of Choice](./assets/aoc.gif)
+
 ## Running some example.
 
 ```bash
diff --git a/candle-examples/examples/quantized/assets/aoc.gif b/candle-examples/examples/quantized/assets/aoc.gif
new file mode 100644
index 00000000..686074af
Binary files /dev/null and b/candle-examples/examples/quantized/assets/aoc.gif differ