diff --git a/tensorrt_llm/builder.py b/tensorrt_llm/builder.py
index 335f5c139..bfaff1b95 100644
--- a/tensorrt_llm/builder.py
+++ b/tensorrt_llm/builder.py
@@ -584,7 +584,7 @@ def from_dict(cls, config, plugin_config=None):
             config.get('auto_parallel_config', {}))
         max_encoder_input_len = config.pop('max_encoder_input_len', 1024)
         weight_streaming = config.pop('weight_streaming', False)
-
+        use_fused_mlp = config.pop('use_fused_mlp', False)
         use_strip_plan = config.pop('use_strip_plan', False)
 
         if plugin_config is None:
@@ -623,6 +623,7 @@ def from_dict(cls, config, plugin_config=None):
             max_encoder_input_len=max_encoder_input_len,
             weight_sparsity=weight_sparsity,
             weight_streaming=weight_streaming,
+            use_fused_mlp=use_fused_mlp,
             plugin_config=plugin_config,
             dry_run=dry_run,
             visualize_network=visualize_network)