{"id":1750,"date":"2026-04-07T01:54:07","date_gmt":"2026-04-07T01:54:07","guid":{"rendered":"https:\/\/www.inforstack.com\/?p=1750"},"modified":"2026-04-07T01:54:48","modified_gmt":"2026-04-07T01:54:48","slug":"%e5%9c%a8openclaw%e4%b8%ad%e6%b7%b1%e5%ba%a6%e9%9b%86%e6%88%90-gemma-4-%e6%a8%a1%e5%9e%8b-%e5%ae%9e%e7%8e%b0%e6%9c%ac%e5%9c%b0%e4%b8%8e%e5%89%8d%e6%b2%bf-ai-%e8%83%bd%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/www.inforstack.com\/index.php\/1750\/","title":{"rendered":"\u5728OpenClaw\u4e2d\u6df1\u5ea6\u96c6\u6210 Gemma 4 \u6a21\u578b \u2014\u2014 \u5b9e\u73b0\u672c\u5730\u4e0e\u524d\u6cbf AI \u80fd\u529b\u7684\u65e0\u7f1d\u7ed3\u5408"},"content":{"rendered":"\n<p>\u968f\u7740 Google DeepMind \u6b63\u5f0f\u53d1\u5e03 <strong>Gemma 4<\/strong>&nbsp;\u7cfb\u5217\u6a21\u578b\uff0c\u5f00\u6e90\u793e\u533a\u8fce\u6765\u4e86\u591a\u6a21\u6001\u7406\u89e3\u4e0e\u63a8\u7406\u80fd\u529b\u7684\u65b0\u5dc5\u5cf0\u3002\u4e3a\u4e86\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u66f4\u7075\u6d3b\u5730\u5728\u53d7\u63a7\u73af\u5883\u4e0b\u4f7f\u7528\u8fd9\u4e9b\u5f3a\u5927\u7684\u6a21\u578b\uff0c<strong>OpenClaw<\/strong>&nbsp;\u73b0\u5df2\u5168\u9762\u652f\u6301 Gemma 4 \u5168\u7cfb\u5217\uff08\u4ece\u8f7b\u91cf\u7ea7\u7684 E2B\/E4B \u5230\u9ad8\u6027\u80fd\u7684 31B \u6a21\u578b\uff09\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5728 OpenClaw \u73af\u5883\u4e2d\u914d\u7f6e\u5e76\u4f18\u5316 Gemma 4\uff0c\u4ee5\u5b9e\u73b0\u6700\u4f73\u7684\u672c\u5730\u63a8\u7406\u8868\u73b0\u3002<\/p>\n\n\n\n<p><strong>1. \u6838\u5fc3\u6280\u672f\u4f18\u52bf<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u5c06 Gemma 4 \u96c6\u6210\u81f3 OpenClaw \u4e0d\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u63a5\u53e3\u5bf9\u63a5\uff0c\u66f4\u662f\u5bf9\u672c\u5730 AI \u5de5\u4f5c\u6d41\u7684\u4e00\u6b21\u5168\u9762\u5347\u7ea7\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u539f\u751f\u591a\u6a21\u6001\u652f\u6301\uff1a<\/strong>\u00a0Gemma 4 \u80fd\u591f\u540c\u65f6\u5904\u7406\u6587\u672c\u3001\u56fe\u50cf\u53ca\u97f3\u9891\u8f93\u5165\u3002\u5728 OpenClaw \u7684\u63d2\u4ef6\u7cfb\u7edf\u4e2d\uff0c\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u76f4\u63a5\u901a\u8fc7 Gemma 4 \u8fdb\u884c\u590d\u6742\u7684\u8de8\u6a21\u6001\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u957f\u6587\u672c\u4e0a\u4e0b\u6587\uff1a<\/strong>\u00a0\u51ed\u501f\u9ad8\u8fbe 256K \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff08Context Window\uff09\uff0cGemma 4 \u4f7f OpenClaw \u5728\u5904\u7406\u5927\u89c4\u6a21\u4ee3\u7801\u5e93\u5206\u6790\u6216\u957f\u6587\u6863\u603b\u7ed3\u65f6\u8868\u73b0\u5f97\u6e38\u5203\u6709\u4f59\u3002<\/li>\n\n\n\n<li><strong>\u7ed3\u6784\u5316\u601d\u8003\u6a21\u5f0f\uff1a<\/strong>\u00a0Gemma 4 \u5f15\u5165\u4e86\u5168\u65b0\u7684 Thinking \u63a8\u7406\u6a21\u5f0f\u3002OpenClaw \u73b0\u5df2\u652f\u6301\u89e3\u6790 &lt;|think|> \u6807\u8bb0\uff0c\u8ba9\u7528\u6237\u5728\u83b7\u5f97\u6700\u7ec8\u7b54\u6848\u524d\uff0c\u80fd\u591f\u89c2\u5bdf\u5230\u6a21\u578b\u7684\u5185\u90e8\u63a8\u7406\u903b\u8f91\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>2. \u914d\u7f6e\u4e0e\u96c6\u6210\u6307\u5357<\/strong><strong><\/strong><\/p>\n\n\n\n<p><strong>2.1 \u4f9d\u8d56\u73af\u5883\u51c6\u5907<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u5728\u5f00\u59cb\u96c6\u6210\u524d\uff0c\u8bf7\u786e\u4fdd\u60a8\u7684\u672c\u5730\u73af\u5883\u6ee1\u8db3\u4ee5\u4e0b\u8981\u6c42\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>OpenClaw \u7248\u672c\uff1a<\/strong>\u00a0v1.4.2 \u6216\u66f4\u9ad8\u7248\u672c\u3002<\/li>\n\n\n\n<li><strong>\u540e\u7aef\u9a71\u52a8\uff1a<\/strong>\u00a0\u63a8\u8350\u4f7f\u7528 <strong>Ollama<\/strong>\u00a0\u6216 <strong>vLLM<\/strong>\u00a0\u4f5c\u4e3a\u5e95\u5c42\u63a8\u7406\u5f15\u64ce\uff0c\u4ee5\u83b7\u5f97\u5bf9 Gemma 4 \u6743\u91cd\u7684\u6700\u4f73\u517c\u5bb9\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>2.2 \u914d\u7f6e\u6b65\u9aa4<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539 ~\/.openclaw\/openclaw.json \u914d\u7f6e\u6587\u4ef6\u6216\u4f7f\u7528 onboard \u547d\u4ee4\u5feb\u901f\u5b8c\u6210\u96c6\u6210\uff1a<\/p>\n\n\n\n<p>Bash<\/p>\n\n\n\n<p># \u4f7f\u7528\u547d\u4ee4\u884c\u5feb\u901f\u5f15\u5bfc<\/p>\n\n\n\n<p>openclaw onboard &#8211;auth-choice ollama<\/p>\n\n\n\n<p>\u82e5\u624b\u52a8\u914d\u7f6e\uff0c\u8bf7\u5728 providers \u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u6a21\u578b\u5b9a\u4e49\uff1a<\/p>\n\n\n\n<p>JSON<\/p>\n\n\n\n<p>{<\/p>\n\n\n\n<p>&nbsp;&nbsp;&#8220;id&#8221;: &#8220;gemma4:latest&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&#8220;name&#8221;: &#8220;Gemma 4 (8B)&#8221;,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&#8220;reasoning&#8221;: true,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&#8220;contextWindow&#8221;: 131072,<\/p>\n\n\n\n<p>&nbsp;&nbsp;&#8220;maxTokens&#8221;: 8192<\/p>\n\n\n\n<p>}<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>3. \u6027\u80fd\u4f18\u5316\u5efa\u8bae (Best Practices)<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u4e3a\u4e86\u5728\u4e0d\u540c\u786c\u4ef6\u6761\u4ef6\u4e0b\u538b\u69a8\u51fa Gemma 4 \u7684\u6700\u9ad8\u6027\u80fd\uff0c\u6211\u4eec\u5efa\u8bae\u91c7\u53d6\u4ee5\u4e0b\u7b56\u7565\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u91c7\u6837\u53c2\u6570\u4f18\u5316\uff1a<\/strong>\u00a0\u5b98\u65b9\u5efa\u8bae\u5c06 temperature \u8bbe\u7f6e\u4e3a 1.0\uff0ctop_p \u8bbe\u4e3a 0.95\uff0c\u4ee5\u5e73\u8861\u751f\u6210\u7ed3\u679c\u7684\u521b\u9020\u6027\u4e0e\u7a33\u5b9a\u6027\u3002<\/li>\n\n\n\n<li><strong>\u663e\u5b58\u7ba1\u7406\uff1a<\/strong>\u00a0\u5982\u679c\u60a8\u8fd0\u884c\u7684\u662f 31B \u8f83\u5927\u7684\u53d8\u4f53\uff0c\u5efa\u8bae\u5728 vLLM \u4e2d\u4f7f\u7528 &#8211;gpu-memory-utilization 0.95 \u6765\u6700\u5927\u5316 KV \u7f13\u5b58\uff0c\u4ece\u800c\u63d0\u5347\u591a\u8f6e\u5bf9\u8bdd\u7684\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u6001\u4f18\u5148\u539f\u5219\uff1a<\/strong>\u00a0\u5728\u8fdb\u884c\u591a\u6a21\u6001\u8f93\u5165\u65f6\uff0c\u5efa\u8bae\u5c06\u56fe\u50cf\u6216\u97f3\u9891\u6570\u636e\u653e\u7f6e\u5728\u63d0\u793a\u8bcd\uff08Prompt\uff09\u7684\u6700\u524d\u7aef\uff0c\u8fd9\u80fd\u663e\u8457\u63d0\u9ad8\u6a21\u578b\u5bf9\u5168\u5c40\u4fe1\u606f\u7684\u611f\u77e5\u6548\u7387\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>4. \u7ed3\u8bed<\/strong><strong><\/strong><\/p>\n\n\n\n<p>Gemma 4 \u4e0e OpenClaw \u7684\u7ed3\u5408\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u517c\u5177\u9690\u79c1\u6027\u4e0e\u9ad8\u6027\u80fd\u7684\u672c\u5730 AI \u6c99\u76d2\u3002\u65e0\u8bba\u662f\u6784\u5efa\u81ea\u4e3b\u667a\u80fd\u4f53\uff08Agentic Workflows\uff09\u8fd8\u662f\u8fdb\u884c\u590d\u6742\u7684\u4ee3\u7801\u91cd\u6784\uff0c\u8fd9\u4e00\u7ec4\u5408\u90fd\u5c55\u73b0\u51fa\u4e86\u6781\u5f3a\u7684\u5de5\u7a0b\u5b9e\u7528\u4ef7\u503c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740 Google DeepMind \u6b63\u5f0f\u53d1\u5e03 Gemma 4&nbsp;\u7cfb\u5217\u6a21\u578b\uff0c\u5f00\u6e90\u793e\u533a\u8fce\u6765\u4e86\u591a\u6a21\u6001\u7406\u89e3\u4e0e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[23,1],"tags":[52,53,55,54],"class_list":["post-1750","post","type-post","status-publish","format-standard","hentry","category-23","category-1","tag-gemma4","tag-openclaw","tag-ai","tag-llm"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u5728OpenClaw\u4e2d\u6df1\u5ea6\u96c6\u6210 Gemma 4 \u6a21\u578b \u2014\u2014 \u5b9e\u73b0\u672c\u5730\u4e0e\u524d\u6cbf AI \u80fd\u529b\u7684\u65e0\u7f1d\u7ed3\u5408 - \u4e0a\u6d77\u4e45\u6e5b\u4fe1\u606f\u79d1\u6280\u6709\u9650\u516c\u53f8<\/title>\n<meta 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