diff --git a/artifact_huggingface_download.sh b/artifact_huggingface_download.sh
index f888e11..7c2cf9e 100755
--- a/artifact_huggingface_download.sh
+++ b/artifact_huggingface_download.sh
@@ -623,9 +623,9 @@ link_model() {
             local filename_only
             filename_only=$(basename "$source_pattern")
 
-            # Find files matching the filename, then filter by full source pattern
+            # Find files matching the filename (HuggingFace cache flattens directory structure)
             local source_file
-            source_file=$(find_model_files "$repo_id" "$filename_only" 2>/dev/null | grep "/$source_pattern$" | head -n1)
+            source_file=$(find_model_files "$repo_id" "$filename_only" 2>/dev/null | grep "/$filename_only$" | head -n1)
 
             if [[ -z "$source_file" ]] || [[ ! -f "$source_file" ]]; then
                 print_warning "Source file not found: ${source_pattern}"