# # Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved. # This file is a part of the vllm-ascend project. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import torch import torch.nn as nn from vllm.model_executor.layers.rotary_embedding.base import \ RotaryEmbeddingBase class AscendRotaryEmbeddingBase(nn.Module): def get_cos_sin(self, seqlen: int) -> tuple[torch.Tensor, torch.Tensor]: cos_sin = self.cos_sin_cache[:seqlen] cos, sin = cos_sin.chunk(2, dim=-1) return cos, sin # NOTE: These will be removed after vllm-ascend is aligned with vllm latest main. RotaryEmbeddingBase.get_cos_sin = AscendRotaryEmbeddingBase.get_cos_sin