成功在本地部署openclaw，使用本地模型，并可以exec执行任务，tool执行成功
成功在本地部署openclaw，使用本地模型，并可以exec执行任务，tool执行成功
配套软件版本
1.ollama 0.18.2 # 安装在windows下，本机显卡 NVIDIA GeForce RTX 4050 Laptop GPU 6G vram
2.openclaw v2026.03.18 #安装在 WSL2 cpu4核 内存4G Ubuntu系统
3.模型扩窗 链接
4.contextWindow 值越大，启动同一个模型占用的内存越多，视显存情况调整，本文是128000，挺大，如果显存小，可调成65536或更小
windows用户文件夹下.wslconfig的内容如下
[wsl2]memory=4GB# 内存swap=2G#虚拟内存processors=4# 核心数[experimental]#autoMemoryReclaim=gradual # 开启自动回收内存，可在 gradual, dropcache, disabled 之间选择networkingMode=mirrored# 开启镜像网络dnsTunneling=true# 开启 DNS Tunnelingfirewall=true# 开启 Windows 防火墙autoProxy=true# 开启自动同步代理#sparseVhd=true # 开启自动释放 WSL2 虚拟硬盘空间测试ollama
curlhttp://localhost:11434/v1/chat/completions-H"Content-Type: application/json"-d'{"model":"qwen2.5:latest-32k","messages":[{"role":"user","content":"Hello!"}]}'openclaw.json
{"meta":{"lastTouchedVersion":"2026.3.13","lastTouchedAt":"2026-03-18T02:55:54.422Z"},"wizard":{"lastRunAt":"2026-03-16T08:58:14.320Z","lastRunVersion":"2026.3.13","lastRunCommand":"doctor","lastRunMode":"local"},"auth":{"profiles":{"qwen-portal:default":{"provider":"qwen-portal","mode":"oauth"}}},"models":{"providers":{"qwen-portal":{"baseUrl":"https://portal.qwen.ai/v1","apiKey":"qwen-oauth","api":"openai-completions","models":[{"id":"coder-model","name":"Qwen Coder","reasoning":false,"input":["text"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":128000,"maxTokens":8192},{"id":"vision-model","name":"Qwen Vision","reasoning":false,"input":["text","image"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":128000,"maxTokens":8192}]},"ollama":{"baseUrl":"http://127.0.0.1:11434/v1","apiKey":"ollama","api":"openai-completions","models":[{"id":"deepseek-r1:latest","name":"DeepSeek-R1-0528-Qwen3-8B (Ollama)","reasoning":true,"input":["text"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":32768,"maxTokens":4096},{"id":"qwen2.5:latest","name":"Alibaba Qwen2.5 (Ollama)","reasoning":false,"input":["text"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":128000,"maxTokens":8192},{"id":"qwen2.5:latest-32k","name":"Alibaba Qwen2.5:latest-32k (Ollama)","reasoning":false,"input":["text"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":128000,"maxTokens":8192}]}}},"agents":{"defaults":{"model":{"primary":"ollama/qwen2.5:latest-32k","fallbacks":[]},"models":{"qwen-portal/coder-model":{"alias":"qwen"},"qwen-portal/vision-model":{},"ollama/deepseek-r1:latest":{"alias":"deepseek"},"ollama/qwen2.5:latest":{"alias":"qwen-local"},"ollama/qwen2.5:latest-32k":{"alias":"qwen-local-32k"},"ollama/qwen2.5:1.5b":{"alias":"qwen2.5:1.5b"}},"workspace":"/home/tj/.openclaw/workspace","compaction":{"mode":"safeguard"},"maxConcurrent":4,"subagents":{"maxConcurrent":8}},"list":[{"id":"main","model":"ollama/qwen2.5:latest-32k"}]},"tools":{"profile":"full"},"messages":{"ackReactionScope":"group-mentions"},"commands":{"native":"auto","nativeSkills":"auto","restart":true,"ownerDisplay":"raw"},"session":{"dmScope":"per-channel-peer"},"hooks":{"internal":{"enabled":true,"entries":{"bootstrap-extra-files":{"enabled":true}}}},"gateway":{"port":18789,"mode":"local","bind":"loopback","controlUi":{"allowedOrigins":["http://localhost:18789","http://127.0.0.1:18789"],"allowInsecureAuth":true,"dangerouslyDisableDeviceAuth":true},"auth":{"mode":"token","token":"xxxxxxxxxxx"},"tailscale":{"mode":"off","resetOnExit":false},"nodes":{"denyCommands":["camera.snap","camera.clip","screen.record","contacts.add","calendar.add","reminders.add","sms.send"]}},"skills":{"install":{"nodeManager":"npm"}},"plugins":{"entries":{"qwen-portal-auth":{"enabled":true},"imessage":{"enabled":true}}}}关于不干活问题
亲测qwen2.5:latest-32k不能稳定干活，经常找不着本机目录的准确位置，也导致无法正常执行本机操作。根本原因是模型不够用，换成gag0/qwen35-opus-distil:27b，carstenuhlig/omnicoder-9b:latest等，问题解决。
安装命令如下：
1.显存超过32G，可用gag0/qwen35-opus-distil:27b（qwen3.5:27b）
ollama launch openclaw--modelgag0/qwen35-opus-distil:27b2.显存没有32G，可用carstenuhlig/omnicoder-9b:latest（qwen3.5:9b）
ollama launch openclaw--modelcarstenuhlig/omnicoder-9b:latest一个能干活的本地模型配置案例
{"wizard":{"lastRunAt":"2026-03-30T03:15:09.551Z","lastRunVersion":"2026.3.28","lastRunCommand":"onboard","lastRunMode":"local"},"auth":{"profiles":{"ollama:default":{"provider":"ollama","mode":"api_key"}}},"models":{"mode":"merge","providers":{"ollama":{"baseUrl":"http://127.0.0.1:11434","apiKey":"OLLAMA_API_KEY","api":"ollama","models":[{"id":"glm-4.7-flash","name":"glm-4.7-flash","reasoning":false,"input":["text"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":128000,"maxTokens":8192},{"id":"carstenuhlig/omnicoder-9b:latest","name":"carstenuhlig/omnicoder-9b:latest","reasoning":false,"input":["text"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":262144,"maxTokens":8192},{"id":"gag0/qwen35-opus-distil:27b","name":"gag0/qwen35-opus-distil:27b","reasoning":false,"input":["text"],"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0},"contextWindow":262144,"maxTokens":8192}]}}},"agents":{"defaults":{"model":{"primary":"ollama/carstenuhlig/omnicoder-9b:latest"},"models":{"ollama/carstenuhlig/omnicoder-9b:latest":{}},"workspace":"/home/tj/.openclaw/workspace"}},"tools":{"profile":"coding","alsoAllow":["ollama_web_search","ollama_web_fetch"]},"commands":{"native":"auto","nativeSkills":"auto","restart":true,"ownerDisplay":"raw"},"session":{"dmScope":"per-channel-peer"},"hooks":{"internal":{"enabled":true,"entries":{"boot-md":{"enabled":true},"bootstrap-extra-files":{"enabled":true},"command-logger":{"enabled":true},"session-memory":{"enabled":true}}}},"gateway":{"port":18789,"mode":"local","bind":"loopback","controlUi":{"allowInsecureAuth":true},"auth":{"mode":"token","token":"XXXXXXXXXX"},"tailscale":{"mode":"off","resetOnExit":false},"nodes":{"denyCommands":["camera.snap","camera.clip","screen.record","contacts.add","calendar.add","reminders.add","sms.send"]}},"skills":{"install":{"nodeManager":"npm"}},"meta":{"lastTouchedVersion":"2026.3.28","lastTouchedAt":"2026-03-30T03:15:09.563Z"}}体验一下
启动
openclaw gateway--port18789在http://127.0.0.1:18789/chat聊天中输入
安装desearch-web-search提示配置api key 时，按提示到https://console.desearch.ai注册账号，获取key，在聊天中输入
API key 是 dsr_xxxxxxxxxxxxxxxxxxxxx等openclaw自动配置好后就可以网络搜索了。
免费搜索用
安装web-search-free补充
安装 @ollama/openclaw-web-search 联网插件
@ollama/openclaw-web-search 是 OpenClaw 与 Ollama 实现联网搜索的核心插件，无需手动下载安装包，通过 OpenClaw 官方命令即可一键完成安装，步骤如下：
- 打开终端，确保当前终端拥有管理员权限（Windows 右键 PowerShell 选择“以管理员身份运行”，macOS 命令前加sudo），避免插件安装过程中出现权限不足报错。
- 执行插件安装命令，直接调用 OpenClaw 插件管理功能完成安装，命令如下：
openclaw pluginsinstall@ollama/openclaw-web-search- 安装完成后，执行验证命令，确认插件安装成功且处于激活状态：
openclaw plugins list若输出结果中包含“@ollama/openclaw-web-search”，且状态为“loaded”，则插件安装成功；若状态为“disabled”，执行以下命令激活插件：
openclaw pluginsenable@ollama/openclaw-web-search