diff --git a/src/convert.cpp b/src/convert.cpp
index 5ad066c1..27d377ec 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_type(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/core/util.cpp b/src/core/util.cpp
index 7325607e..b844d29e 100644
--- a/src/core/util.cpp
+++ b/src/core/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_type(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;
+    }
+}
+
 KeyValueArgs parse_key_value_args(const char* args, const char* context) {
     KeyValueArgs pairs;
 
diff --git a/src/core/util.h b/src/core/util.h
index 44ea4174..8213dfab 100644
--- a/src/core/util.h
+++ b/src/core/util.h
@@ -80,6 +80,8 @@ 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_type(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);
diff --git a/src/stable-diffusion.cpp b/src/stable-diffusion.cpp
index c2a1974b..4df047dd 100644
--- a/src/stable-diffusion.cpp
+++ b/src/stable-diffusion.cpp
@@ -522,9 +522,7 @@ public:
         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_type(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);