diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9004edd..c298068 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -18,7 +18,7 @@ uv sync --dev
 
 | Extra | Enables |
 |-------|---------|
-| `ml` | ML span model (`Guard.with_tiny()`) |
+| `ml` | ML span model (`Guard(model="tiny")`) |
 | `yara` | YARA code/SQLi/XSS scanner |
 | `presidio` | Presidio PII scanner |
 | `litellm` | LLM judge for borderline cases |
diff --git a/assets/hf-org-card/README.md b/assets/hf-org-card/README.md
index ce6c61e..13d837d 100644
--- a/assets/hf-org-card/README.md
+++ b/assets/hf-org-card/README.md
@@ -36,7 +36,7 @@ pip install "unplug-ai[ml]"
 ```python
 from unplug import Guard
 
-guard = Guard.with_tiny()              # auto-downloads unplug-tiny-v1
+guard = Guard(model="tiny",auto_download_model=True)              # auto-downloads unplug-tiny-v1
 result = guard.scan(untrusted_text)
 if not result.safe:
     use(result.redacted_text)          # attack removed, content preserved