网站运营代理,柘城县网站建设,wordpress调用python,百度字体如何转换wordpress文章目录 简介环境依赖模型下载下载Janus库GPU环境镜像模型manifest调用Janus多模态文生图 简介
DeepSeek Janus Pro 作为一款强大的多模态理解与生成框架#xff0c;正在成为研究人员和开发者的热门选择。本文将详细介绍如何在云原生k8s环境中部署配置和使用 DeepSeek Janus… 文章目录 简介环境依赖模型下载下载Janus库GPU环境镜像模型manifest调用Janus多模态文生图 简介
DeepSeek Janus Pro 作为一款强大的多模态理解与生成框架正在成为研究人员和开发者的热门选择。本文将详细介绍如何在云原生k8s环境中部署配置和使用 DeepSeek Janus Pro以及它在多模态任务中的强大功能。
环境依赖 Kubernetes、GPUH100 模型下载
参考链接https://www.modelscope.cn/models/deepseek-ai/Janus-Pro-7B/files
modelscope download --model deepseek-ai/Janus-Pro-7B --local_dir file_CPU_01/modelServing/Janus-Pro-7B/下载Janus库
git clone https://github.com/deepseek-ai/Janus.gitGPU环境镜像
modelscope-registry.cn-beijing.cr.aliyuncs.com/modelscope-repo/modelscope:ubuntu22.04-cuda12.1.0-py310-torch2.3.1-tf2.16.1-1.22.2
模型manifest
cat Janus-Pro.yaml
kind: Deployment
apiVersion: apps/v1
metadata:name: janusprolabels:app: januspro
spec:replicas: 1selector:matchLabels:app: janusprotemplate:metadata:labels:app: janusprospec:schedulerName: volcanovolumes:- name: shmemptyDir:medium: MemorysizeLimit: 512G- name: host-timehostPath:path: /etc/localtimetype: - name: model-volumehostPath:path: /file_CPU_01/modelServing/Janus-Pro-7B/type: containers:- name: janusproimage: modelscope-registry.cn-beijing.cr.aliyuncs.com/modelscope-repo/modelscope:ubuntu22.04-cuda12.1.0-py310-torch2.3.1-tf2.16.1-1.22.2command: [/bin/bash, -c]args: [/modelscope_cache/startup.sh]ports:- name: http-8000containerPort: 8000protocol: TCPenv:- name: MODELSCOPE_CACHEvalue: /modelscope_cacheresources:limits:nvidia.com/gpu: 8requests:nvidia.com/gpu: 8volumeMounts:- name: host-timereadOnly: truemountPath: /etc/localtime- name: shmmountPath: /dev/shm- name: model-volumemountPath: /modelscope_cacheimagePullPolicy: IfNotPresentrestartPolicy: Always
---
kind: Service
apiVersion: v1
metadata:name: janusprolabels:app: januspro
spec:ports:- name: http-7860protocol: TCPport: 7860targetPort: 7860selector:app: janusprotype: NodePort###模型启动脚本###
cat startup.sh
#!/bin/bash
# startup.sh# 复制文件
cp /modelscope_cache/Janus-main/frpc_linux_amd64_v0.3 /usr/local/lib/python3.10/site-packages/gradio/frpc_linux_amd64_v0.3# 安装依赖
echo Installing dependencies...
cd /modelscope_cache/Janus-main
pip install -e . # 启动
python demo/app_januspro.py --device cuda调用Janus
kubectl get svc -n sre-tools
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
januspro NodePort 10.233.38.3 none 7860:31456/TCP 3h52m用宿主机$ip:31456 访问即可 多模态 文生图 PS ModelScope server无法直接加载本地下载好的Janus-Pro模型
