[Doc] update base image url（1.Replace conda with uv; 2.Integrate xpytorch and ops into the image.) (#146)

Signed-off-by: WeiJie_Hong <1462519292@qq.com>

docs/source/installation.md

@@ -11,7 +11,7 @@ This document describes how to install vllm-kunlun manually.
   - vLLM (same version as vllm-kunlun)
 
 ## Setup environment using container
-We provide a clean, minimal base image for your use`wjie520/vllm_kunlun:v0.0.1`.You can pull it using the `docker pull` command.
+We provide a clean, minimal base image for your use`wjie520/vllm_kunlun:base_v0.0.2` and `wjie520/vllm_kunlun:base_mimo_v0.0.2`(Only MIMO_V2 and GPT-OSS).You can pull it using the `docker pull` command.
 ### Container startup script
 
 :::::{tab-set}
@@ -31,17 +31,15 @@ if [ $XPU_NUM -gt 0 ]; then
     done
     DOCKER_DEVICE_CONFIG="${DOCKER_DEVICE_CONFIG} --device=/dev/xpuctrl:/dev/xpuctrl"
 fi
-export build_image="wjie520/vllm_kunlun:v0.0.1"
+export build_image="wjie520/vllm_kunlun:base_v0.0.2"
 # or export build_image="iregistry.baidu-int.com/xmlir/xmlir_ubuntu_2004_x86_64:v0.32"
 
-
 docker run -itd ${DOCKER_DEVICE_CONFIG} \
     --net=host \
     --cap-add=SYS_PTRACE --security-opt seccomp=unconfined \
     --tmpfs /dev/shm:rw,nosuid,nodev,exec,size=32g \
     --cap-add=SYS_PTRACE \
     -v /home/users/vllm-kunlun:/home/vllm-kunlun \
-    -v /usr/local/bin/xpu-smi:/usr/local/bin/xpu-smi \
     --name "$1" \
     -w /workspace \
     "$build_image" /bin/bash
@@ -51,10 +49,7 @@ docker run -itd ${DOCKER_DEVICE_CONFIG} \
 ## Install vLLM-kunlun
 ### Install vLLM 0.11.0
 ```
-conda activate vllm_kunlun_0.10.1.1
-# or conda activate python310_torch25_cuda
-
-pip install vllm==0.11.0 --no-build-isolation --no-deps
+uv pip install vllm==0.11.0 --no-build-isolation --no-deps
 ```
 ### Build and Install
 Navigate to the vllm-kunlun directory and build the package:
@@ -63,45 +58,12 @@ git clone https://github.com/baidu/vLLM-Kunlun
 
 cd vLLM-Kunlun
 
-pip install -r requirements.txt
+uv pip install -r requirements.txt
 
 python setup.py build
 
 python setup.py install
 
-```
-### Replace eval_frame.py
-Copy the eval_frame.py patch:
-```
-cp vllm_kunlun/patches/eval_frame.py /root/miniconda/envs/vllm_kunlun_0.10.1.1/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py
-```
-## Install the KL3-customized build of PyTorch
-```
-wget -O xpytorch-cp310-torch251-ubuntu2004-x64.run https://baidu-kunlun-public.su.bcebos.com/v1/baidu-kunlun-share/1130/xpytorch-cp310-torch251-ubuntu2004-x64.run?authorization=bce-auth-v1%2FALTAKypXxBzU7gg4Mk4K4c6OYR%2F2025-12-02T05%3A01%3A27Z%2F-1%2Fhost%2Ff3cf499234f82303891aed2bcb0628918e379a21e841a3fac6bd94afef491ff7
-bash xpytorch-cp310-torch251-ubuntu2004-x64.run
-```
-## Install the KL3-customized build of PyTorch(Only MIMO V2)
-```
-wget -O xpytorch-cp310-torch251-ubuntu2004-x64.run https://klx-sdk-release-public.su.bcebos.com/kunlun2aiak_output/1231/xpytorch-cp310-torch251-ubuntu2004-x64.run
-bash xpytorch-cp310-torch251-ubuntu2004-x64.run
-```
-
-## Install custom ops
-```
-pip install "https://baidu-kunlun-public.su.bcebos.com/v1/baidu-kunlun-share/1130/xtorch_ops-0.1.2209%2B6752ad20-cp310-cp310-linux_x86_64.whl?authorization=bce-auth-v1%2FALTAKypXxBzU7gg4Mk4K4c6OYR%2F2025-12-05T06%3A18%3A00Z%2F-1%2Fhost%2F14936c2b7e7c557c1400e4c467c79f7a9217374a7aa4a046711ac4d948f460cd"
-```
-## Install custom ops(Only MIMO V2)
-```
-pip install "https://vllm-ai-models.bj.bcebos.com/v1/vLLM-Kunlun/ops/swa/xtorch_ops-0.1.2109%252B523cb26d-cp310-cp310-linux_x86_64.whl"
-```
-
-## Install the KLX3 custom Triton build
-```
-pip install "https://cce-ai-models.bj.bcebos.com/v1/vllm-kunlun-0.11.0/triton-3.0.0%2Bb2cde523-cp310-cp310-linux_x86_64.whl"
-```
-## Install the AIAK custom ops library
-```
-pip install "https://cce-ai-models.bj.bcebos.com/XSpeedGate-whl/release_merge/20251219_152418/xspeedgate_ops-0.0.0-cp310-cp310-linux_x86_64.whl"
 ```
 ## Quick Start