diff --git a/vllm/model_executor/models/falcon.py b/vllm/model_executor/models/falcon.py
index dcfcb6694feb5..b3dbf063ac298 100644
--- a/vllm/model_executor/models/falcon.py
+++ b/vllm/model_executor/models/falcon.py
@@ -250,6 +250,9 @@ def __init__(
         self.mlp = FalconMLP(config, quant_config)
         self.config = config
 
+        if (not hasattr(config, "num_ln_in_parallel_attn")):
+            config.num_ln_in_parallel_attn = None
+
         if (config.num_ln_in_parallel_attn is None
                 and config.new_decoder_architecture):
             config.num_ln_in_parallel_attn = 2