fix version compitablity

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

Author: jiqing-feng

optimum/intel/ipex/modeling_base.py

@@ -353,7 +353,7 @@ def _reorder_cache(self, *args, **kwargs):
     def prepare_inputs_for_generation(self, *args, **kwargs):
         return self.model.prepare_inputs_for_generation(*args, **kwargs)
 
-    def _supports_logits_to_keep(self) -> bool:
+    def _supports_num_logits_to_keep(self) -> bool:
         """
         Return True if the current model supports the keyword argument `logits_to_keep` in forward()
         to save memory. Checking it in this way allows to avoid using a new model attribute.
@@ -471,12 +471,13 @@ def prepare_inputs_for_generation(self, *args, **kwargs):
     def get_encoder(self, *args, **kwargs):
         return self.model.get_encoder(*args, **kwargs)
 
-    def _supports_logits_to_keep(self) -> bool:
+    def _supports_num_logits_to_keep(self) -> bool:
         """
         Return True if the current model supports the keyword argument `logits_to_keep` in forward()
         to save memory. Checking it in this way allows to avoid using a new model attribute.
         """
-        return "logits_to_keep" in set(inspect.signature(self.model.forward).parameters.keys())
+        logits_to_keep_name = "logits_to_keep" if is_transformers_version(">", "4.49") else "num_logits_to_keep"
+        return logits_to_keep_name in set(inspect.signature(self.model.forward).parameters.keys())
 
     def _init_warmup(self):
         inputs = prepare_jit_inputs(self.model, self.export_feature, False)