Remove unused kwargs from model definitions (#13555)

vllm/model_executor/models/prithvi_geospatial_mae.py

@@ -15,13 +15,12 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 """Inference-only IBM/NASA Prithvi Geospatial model."""
-from typing import Iterable, List, Mapping, Optional, Set, Tuple, Union
+from typing import Iterable, Mapping, Optional, Set, Tuple, Union
 
 import torch
 import torch.nn as nn
 from transformers import BatchFeature
 
-from vllm.attention import AttentionMetadata
 from vllm.config import VllmConfig
 from vllm.model_executor.model_loader.weight_utils import default_weight_loader
 from vllm.model_executor.models.interfaces import (IsAttentionFree,
@@ -181,8 +180,6 @@ class PrithviGeoSpatialMAE(nn.Module, IsAttentionFree, SupportsMultiModal):
         self,
         input_ids: Optional[torch.Tensor],
         positions: torch.Tensor,
-        kv_caches: List[torch.Tensor],
-        attn_metadata: AttentionMetadata,
         intermediate_tensors: Optional[IntermediateTensors] = None,
         inputs_embeds: Optional[torch.Tensor] = None,
         **kwargs: object,