diff --git a/vllm_flash_attn/flash_attn_interface.py b/vllm_flash_attn/flash_attn_interface.py
index cfeda8520e..ba21c49d4d 100644
--- a/vllm_flash_attn/flash_attn_interface.py
+++ b/vllm_flash_attn/flash_attn_interface.py
@@ -142,6 +142,7 @@ def flash_attn_varlen_func(
     q_descale=None,
     k_descale=None,
     v_descale=None,
+    num_splits: int = 0,
     # Version selector
     fa_version: int = DEFAULT_FA_VERSION,
 ):
@@ -224,6 +225,8 @@ def flash_attn_varlen_func(
                     "FA2 does not support scheduler_metadata, q_descale, "
                     "k_descale, v_descale"
                 )
+        if num_splits > 1:
+            raise NotImplementedError("FA2 does not support num_splits > 1")
         out, softmax_lse = torch.ops._vllm_fa2_C.varlen_fwd(
             q, k, v,
             out,
@@ -270,7 +273,7 @@ def flash_attn_varlen_func(
             softcap,
             True,             # rotary_interleaved
             scheduler_metadata,
-            0,                # num_splits
+            num_splits,
             None,             # pack_gqa
             0,                # sm_margin
         )