[NPU] upgrade npu mf_apater plugin (#15853)

docs/advanced_features/pd_disaggregation.md

@@ -266,10 +266,10 @@ python -m sglang.launch_server \
 
 ### Usage
 
-Use ascend backend with [mf_adapter(download link)](https://sglang-ascend.obs.cn-east-3.myhuaweicloud.com:443/sglang/mf_adapter-1.0.0-cp311-cp311-linux_aarch64.whl?AccessKeyId=HPUAXT4YM0U8JNTERLST&Expires=1783151861&Signature=3j10QDUjqk70enaq8lostYV2bEA%3D) and ASCEND_MF_STORE_URL being set
+Use ascend backend with [memfabric_hybrid](https://gitcode.com/Ascend/memfabric_hybrid) and ASCEND_MF_STORE_URL being set
 
 ```bash
-pip install mf_adapter-1.0.0-cp311-cp311-linux_aarch64.whl --force-reinstall
+pip install memfabric-hybrid==1.0.0
 export ASCEND_MF_STORE_URL="tcp://xxx.xx.xxx.xxx:xxxx"
 ```
 Use mooncake backend, more details can be found in mooncake section.

docs/platforms/ascend_npu.md

@@ -41,12 +41,12 @@ conda activate sglang_npu
 
 Prior to start work with SGLang on Ascend you need to install CANN Toolkit, Kernels operator package and NNAL version 8.3.RC2 or higher, check the [installation guide](https://www.hiascend.com/document/detail/zh/CANNCommunityEdition/83RC1/softwareinst/instg/instg_0008.html?Mode=PmIns&InstallType=local&OS=openEuler&Software=cannToolKit)
 
-#### MemFabric Adaptor
+#### MemFabric-Hybrid
 
-If you want to use PD disaggregation mode, you need to install MemFabric Adaptor. MemFabric Adaptor is a drop-in replacement of Mooncake Transfer Engine that enables KV cache transfer on Ascend NPU clusters.
+If you want to use PD disaggregation mode, you need to install MemFabric-Hybrid. MemFabric-Hybrid is a drop-in replacement of Mooncake Transfer Engine that enables KV cache transfer on Ascend NPU clusters.
 
 ```shell
-pip install mf-adapter==1.0.0
+pip install memfabric-hybrid==1.0.0
 ```
 
 #### Pytorch and Pytorch Framework Adaptor on Ascend