diff --git a/README.md b/README.md
index 9da9527..ca70242 100644
--- a/README.md
+++ b/README.md
@@ -14,12 +14,31 @@ This repo contains three things:
 
 ## Installation
 
-CommonForms can be installed with either `uv` or `pip`, feel free to choose your package manager flavor:
+CommonForms is a CLI tool with a sizable dependency footprint (`transformers`,
+`torch`, `rfdetr`, `ultralytics`, and friends), so the cleanest install is an
+**isolated** one that creates a dedicated environment and exposes just the
+`commonforms` command:
+
+```sh
+uv tool install commonforms
+# or
+pipx install commonforms
+```
+
+If you'd rather use it as a **library** inside an existing project, install it with
+`uv` or `pip`, feel free to choose your package manager flavor:
 
 ```sh
 uv pip install commonforms
+# or
+pip install commonforms
 ```
 
+> ⚠️ A plain `pip install` (or `uv pip install`) installs into your **active**
+> environment. Because the dependency set is large and pins recent versions, this can
+> upgrade packages like `numpy`, `pillow`, and `transformers` in place — so install
+> into a dedicated virtualenv/conda env, not a shared `base`.
+
 Once it's installed, you should be able to run the CLI command on ~any PDF.
 
 ## CommonForms CLI
diff --git a/commonforms/__main__.py b/commonforms/__main__.py
index 08be6a6..f7b13dd 100644
--- a/commonforms/__main__.py
+++ b/commonforms/__main__.py
@@ -48,7 +48,7 @@ def main():
     parser.add_argument(
         "--fast",
         action="store_true",
-        help="If running on a CPU, you can use --fast to get a 50% speedup with a small accuracy penalty",
+        help="If running on a CPU, you can use --fast to get a 50%% speedup with a small accuracy penalty",
     )
     parser.add_argument(
         "--multiline",
@@ -58,7 +58,6 @@ def main():
 
     args = parser.parse_args()
 
-    print(f"**{args.confidence=}")
     prepare_form(
         args.input,
         args.output,