diff --git a/src/convert.cpp b/src/convert.cpp
index 7cae8df0f..3996cf6df 100644
--- a/src/convert.cpp
+++ b/src/convert.cpp
@@ -99,7 +99,7 @@ bool convert(const char* input_path,
         model_loader.convert_tensors_name();
     }
 
-    ggml_type type             = (ggml_type)output_type;
+    ggml_type type             = sd_type_to_ggml(output_type);
     bool output_is_safetensors = ends_with(output_path, ".safetensors");
     TensorTypeRules type_rules = parse_tensor_type_rules(tensor_type_rules);
 
diff --git a/src/stable-diffusion.cpp b/src/stable-diffusion.cpp
index 962f46a23..f428d161e 100644
--- a/src/stable-diffusion.cpp
+++ b/src/stable-diffusion.cpp
@@ -359,9 +359,7 @@ class StableDiffusionGGML {
         auto& tensor_storage_map = model_loader.get_tensor_storage_map();
 
         LOG_INFO("Version: %s ", model_version_to_str[version]);
-        ggml_type wtype               = (int)sd_ctx_params->wtype < std::min<int>(SD_TYPE_COUNT, GGML_TYPE_COUNT)
-                                            ? (ggml_type)sd_ctx_params->wtype
-                                            : GGML_TYPE_COUNT;
+        ggml_type wtype               = sd_type_to_ggml(sd_ctx_params->wtype);
         std::string tensor_type_rules = SAFE_STR(sd_ctx_params->tensor_type_rules);
         if (wtype != GGML_TYPE_COUNT || tensor_type_rules.size() > 0) {
             model_loader.set_wtype_override(wtype, tensor_type_rules);
diff --git a/src/util.cpp b/src/util.cpp
index 1c2e5e899..271cf7ed7 100644
--- a/src/util.cpp
+++ b/src/util.cpp
@@ -406,6 +406,15 @@ std::vector<std::string> split_string(const std::string& str, char delimiter) {
     return result;
 }
 
+ggml_type sd_type_to_ggml(sd_type_t sdtype) {
+    const int type_value = static_cast<int>(sdtype);
+    if (type_value < std::min<int>(SD_TYPE_COUNT, GGML_TYPE_COUNT)) {
+        return static_cast<ggml_type>(type_value);
+    } else {
+        return GGML_TYPE_COUNT;
+    }
+}
+
 static std::string build_progress_bar(int step, int steps) {
     std::string progress = "  |";
     int max_progress     = 50;
diff --git a/src/util.h b/src/util.h
index 9843ae18f..3ceabfe20 100644
--- a/src/util.h
+++ b/src/util.h
@@ -70,6 +70,8 @@ void pretty_bytes_progress(int step, int steps, uint64_t bytes_processed, float
 
 void log_printf(sd_log_level_t level, const char* file, int line, const char* format, ...);
 
+ggml_type sd_type_to_ggml(sd_type_t sdtype);
+
 std::string trim(const std::string& s);
 
 std::vector<std::pair<std::string, float>> parse_prompt_attention(const std::string& text);