diff --git a/whisper/README.md b/whisper/README.md
index 847d5b8b..4d41a69f 100644
--- a/whisper/README.md
+++ b/whisper/README.md
@@ -39,8 +39,19 @@ To generate a 4-bit quantized model, use `-q`. For a full list of options:
 python convert.py --help
 ```
 
-By default, the conversion script will make the directory `mlx_models/tiny`
-and save the converted `weights.npz` and `config.json` there.
+By default, the conversion script will make the directory `mlx_models`
+and save the converted `weights.npz` and `config.json` there. 
+
+Each time it is run, `convert.py` will overwrite any model in the provided
+path. To save different models, make sure to set `--mlx-path` to a unique
+directory for each converted model. For example:
+
+```bash
+model="tiny"
+python convert.py --torch-name-or-path ${model} --mlx-path mlx_models/${model}_fp16
+python convert.py --torch-name-or-path ${model} --dtype float32 --mlx-path mlx_models/${model}_fp32
+python convert.py --torch-name-or-path ${model} -q --q_bits 4 --mlx-path mlx_models/${model}_quantized_4bits
+```
 
 ### Run