upgrade vLLM to main (#4608)

1. fix https://github.com/vllm-project/vllm/pull/28542
The model structure modifications we involved in are:
     - Qwen2.5-VL(still exist some patch)
     - Qwen2-VL
     - Qwen2
     - DeepSeek series
     - Qwen-moe series
2. fix https://github.com/vllm-project/vllm/pull/29121
   the output token now  type changed from np to `list[list[int]]`

3. fix https://github.com/vllm-project/vllm/pull/29262
    `xformers` backend for multimodal now has been deprecated
4. fix https://github.com/vllm-project/vllm/pull/29342

5. fix https://github.com/vllm-project/vllm/pull/28579
6. fix https://github.com/vllm-project/vllm/pull/28718
7. fix https://github.com/vllm-project/vllm/issues/28665
8. fix https://github.com/vllm-project/vllm/pull/26847
vllm introduced the `optimization-level`, some default config has been
changed, and the param `--enforce-eager` has been deprecated
9. fix http://github.com/vllm-project/vllm/pull/29223 it retuns tuple
for sampler.
10. fix https://github.com/vllm-project/vllm/pull/29471 we'll remove the
related patch to avoid this kind of error.

Co-authored-by: hfadzxy <starmoon_zhang@163.com>
Co-authored-by: wangli <wangli858794774@gmail.com>


- vLLM version: v0.11.2

---------

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: wangli <wangli858794774@gmail.com>
Signed-off-by: hfadzxy <starmoon_zhang@163.com>
Co-authored-by: wangli <wangli858794774@gmail.com>
Co-authored-by: hfadzxy <starmoon_zhang@163.com>

vllm_ascend/distributed/cpu_offload_manager/cpu_kv_cache_manager.py

@@ -2,7 +2,8 @@ import time
 from collections import defaultdict
 from typing import Optional
 
-from vllm.utils import logger, sha256
+from vllm.logger import logger
+from vllm.utils.hashing import sha256
 from vllm.v1.core.block_pool import BlockPool
 from vllm.v1.core.kv_cache_utils import (BlockHash, KVCacheBlock,
                                          PrefixCachingMetrics)

vllm_ascend/distributed/cpu_offload_manager/metadata.py

@@ -9,7 +9,7 @@ import torch
 import vllm.envs as envs
 import zmq
 from vllm.config import KVTransferConfig, VllmConfig
-from vllm.utils import logger
+from vllm.logger import logger
 from vllm.utils.network_utils import make_zmq_socket
 from vllm.utils.torch_utils import get_dtype_size
 from vllm.v1.kv_cache_interface import AttentionSpec