diff --git a/nodes/selva_feature_extractor.py b/nodes/selva_feature_extractor.py
index db2b3e5..0d17537 100644
--- a/nodes/selva_feature_extractor.py
+++ b/nodes/selva_feature_extractor.py
@@ -70,6 +70,8 @@ def _apply_mask(frames, mask, source_fps, target_fps, mask_strength=1.0):
 
 def _resolve_named_path(cache_dir: str, name: str) -> str:
     """Return cache_dir/name.npz, incrementing to name_001.npz etc. if the file already exists."""
+    # Sanitize: replace path separators so the name stays inside cache_dir
+    name = name.replace("/", "_").replace("\\", "_").replace("\x00", "_")
     base = os.path.join(cache_dir, f"{name}.npz")
     if not os.path.exists(base):
         return base
diff --git a/train_lora.py b/train_lora.py
index 319c401..d4b8681 100644
--- a/train_lora.py
+++ b/train_lora.py
@@ -264,13 +264,9 @@ def main():
             print(f"  [LoRA] Warning: no audio file found for {npz_path.name} — skipping")
             continue
 
+        bundle = load_npz(npz_path)
         # Prompt priority: prompts.txt override > embedded in .npz > directory name
-        prompt = prompt_map.get(npz_path.name)
-        if prompt is None:
-            bundle = load_npz(npz_path)
-            prompt = bundle.get("prompt", default_prompt)
-        else:
-            bundle = load_npz(npz_path)
+        prompt = prompt_map.get(npz_path.name, bundle.get("prompt", default_prompt))
 
         print(f"  {npz_path.name} + {audio_path.name}: '{prompt}'")