提交vllm0.11.0开发分支
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#
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# Copyright (c) 2025 Baidu, Inc. All Rights Reserved.
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# Adapted from vllm/model_executor/models/internvl.py
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# Copyright 2023 The vLLM team.
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#
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# This file is a part of the vllm-kunlun project.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# SPDX-License-Identifier: Apache-2.0
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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# adapted from https://huggingface.co/OpenGVLab/InternVL2-4B/blob/main/modeling_internvl_chat.py
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# --------------------------------------------------------
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# InternVL
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# Copyright (c) 2023 OpenGVLab
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# Licensed under The MIT License [see LICENSE for details]
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# --------------------------------------------------------
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from abc import ABC, abstractmethod
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from collections.abc import Iterable, Mapping, Sequence
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from typing import Annotated, Any, Literal, Optional, TypeVar, Union
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