{"id":4666,"date":"2025-07-19T19:05:27","date_gmt":"2025-07-19T10:05:27","guid":{"rendered":"https:\/\/eternalsphere.net\/echoes\/?p=4666"},"modified":"2026-06-06T10:00:22","modified_gmt":"2026-06-06T01:00:22","slug":"4pjuk5ch75bibdu","status":"publish","type":"post","link":"https:\/\/eternalsphere.net\/echoes\/index.php\/2025\/07\/19\/4pjuk5ch75bibdu\/","title":{"rendered":"\u8001\u65d7\u8230\u65b0\u7528\u9014\uff1aGTX 1080 Ti \u8fd8\u80fd\u80dc\u4efb\u54ea\u4e9b GPU \u52a0\u901f\u7684\u81ea\u5efa\u5e94\u7528\uff1f"},"content":{"rendered":"\n
\n

\u66fe\u7ecf\u7684\u795e\u5361 GTX 1080 Ti<\/strong> \u867d\u7136\u5df2\u53d1\u5e03\u591a\u5e74\uff0c\u4f46\u51ed\u501f\u5176 11GB \u663e\u5b58 + \u5f3a\u52b2\u7684 CUDA \u6027\u80fd<\/strong>\uff0c\u5728\u81ea\u5efa AI \u5e94\u7528\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u591a\u5a92\u4f53\u52a0\u901f\u3001\u56fe\u50cf\u5904\u7406\u3001\u751a\u81f3\u8f7b\u91cf\u5927\u6a21\u578b\u90e8\u7f72\u7b49\u9886\u57df\u4ecd\u5927\u6709\u53ef\u4e3a\u3002
\u672c\u6587\u5c06\u6574\u7406\u4e00\u4efd\u8be6\u7ec6\u7684 GPU \u52a0\u901f\u81ea\u5efa\u5e94\u7528\u6e05\u5355<\/strong>\uff0c\u544a\u8bc9\u4f60\u8fd9\u5f20\u5361\u5728 2025 \u5e74\u8fd8\u80fd\u201c\u53d1\u5149\u53d1\u70ed\u201d\u5728\u54ea\u4e9b\u5b9e\u7528\u9879\u76ee\u4e2d\u3002<\/p>\n<\/blockquote>\n\n\n\n

\n\n\n\n

\u2699\ufe0f \u63a8\u8350\u73af\u5883\u914d\u7f6e<\/h2>\n\n\n\n

\ud83e\uddf1 \u4e3a\u4e86\u8ba9\u8fd9\u4e9b GPU \u52a0\u901f\u670d\u52a1\u8dd1\u5f97\u7a33\u5b9a\u6d41\u7545\uff0c\u5efa\u8bae\u7684\u8fd0\u884c\u73af\u5883\u5982\u4e0b\uff1a<\/p>\n\n\n\n

    \n
  • \ud83d\udc27 \u7cfb\u7edf<\/strong>\uff1aUbuntu 20.04 \/ 22.04 LTS<\/li>\n\n\n\n
  • \ud83d\udd27 \u9a71\u52a8<\/strong>\uff1aNVIDIA Driver \u2265 535<\/li>\n\n\n\n
  • \ud83d\ude80 CUDA<\/strong>\uff1a11.7 \/ 11.8 + cuDNN\uff08\u90e8\u5206\u9879\u76ee\u53ef\u9009\uff09<\/li>\n\n\n\n
  • \ud83d\udc0d Python<\/strong>\uff1a\u5efa\u8bae Python 3.10 + venv\/conda<\/li>\n\n\n\n
  • \ud83e\udde9 \u5de5\u5177<\/strong>\uff1anvidia-smi<\/code>, nvtop<\/code>, docker<\/code>, docker-compose<\/code><\/li>\n<\/ul>\n\n\n\n
    \n\n\n\n

    \ud83e\udde0 \u5206\u7c7b\u6c47\u603b\uff1a1080 Ti \u9002\u914d\u7684 GPU \u52a0\u901f\u5e94\u7528<\/h2>\n\n\n\n

    \ud83c\udf99\ufe0f \u8bed\u97f3\u7c7b\u5e94\u7528\uff08\u8bc6\u522b + \u5408\u6210\uff09<\/h3>\n\n\n\n
    \u5e94\u7528\u540d\u79f0<\/th>\u529f\u80fd<\/th>\u663e\u5b58\u9700\u6c42<\/th>\u663e\u5361\u652f\u6301<\/th>\u63a8\u8350\u6307\u6570<\/th><\/tr><\/thead>
    \ud83d\udde3\ufe0f Whisper \/ faster-whisper<\/strong><\/td>\u8bed\u97f3\u8f6c\u6587\u5b57\uff08\u652f\u6301 large \u6a21\u578b\uff09<\/td>2\u20139GB<\/td>\u2705 \u5b8c\u7f8e\u652f\u6301<\/td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83d\udda5\ufe0f Whisper WebUI<\/td>\u56fe\u5f62\u754c\u9762\u8bed\u97f3\u8bc6\u522b\u5de5\u5177<\/td>\u540c\u4e0a<\/td>\u2705<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83d\udd0a Coqui TTS<\/td>\u672c\u5730\u8bed\u97f3\u5408\u6210\uff08\u591a\u8bed\u79cd\uff09<\/td>2\u20135GB<\/td>\u2705<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \ud83d\uddbc\ufe0f \u56fe\u50cf\u751f\u6210\u4e0e\u589e\u5f3a<\/h3>\n\n\n\n
    \u5e94\u7528\u540d\u79f0<\/th>\u529f\u80fd<\/th>\u663e\u5b58\u9700\u6c42<\/th>\u663e\u5361\u652f\u6301<\/th>\u63a8\u8350\u6307\u6570<\/th><\/tr><\/thead>
    \ud83c\udfa8 Stable Diffusion 1.5<\/td>AI \u7ed8\u56fe \/ \u6587\u751f\u56fe<\/td>6\u20138GB<\/td>\u2705 \u53ef\u8fd0\u884c<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83e\uddd9 GFPGAN \/ CodeFormer<\/td>\u8138\u90e8\u4fee\u590d \/ \u56fe\u50cf\u6e05\u6670\u5316<\/td>~3GB<\/td>\u2705<\/td>\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83d\udd0d SwinIR \/ Real-ESRGAN<\/td>\u56fe\u50cf\u653e\u5927\uff08\u8d85\u5206\u8fa8\u7387\uff09<\/td>2\u20136GB<\/td>\u2705<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \ud83c\udfb5 \u97f3\u9891\u589e\u5f3a\u4e0e\u5a92\u4f53\u670d\u52a1<\/h3>\n\n\n\n
    \u5e94\u7528\u540d\u79f0<\/th>\u529f\u80fd<\/th>\u663e\u5b58\u9700\u6c42<\/th>\u663e\u5361\u652f\u6301<\/th>\u63a8\u8350\u6307\u6570<\/th><\/tr><\/thead>
    \ud83c\udfa7 Demucs \/ Spleeter<\/td>\u4eba\u58f0\u4f34\u594f\u5206\u79bb<\/td><6GB<\/td>\u2705<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83d\udcfa Jellyfin + NVENC<\/td>\u89c6\u9891\u786c\u4ef6\u8f6c\u7801<\/td><2GB<\/td>\u2705 \u539f\u751f\u652f\u6301<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \ud83e\udd16 \u5c0f\u578b\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09<\/h3>\n\n\n\n
    \u6a21\u578b\/\u5e73\u53f0<\/th>\u529f\u80fd<\/th>\u663e\u5b58\u9700\u6c42<\/th>\u663e\u5361\u652f\u6301<\/th>\u63a8\u8350\u6307\u6570<\/th><\/tr><\/thead>
    \ud83d\udc23 TinyLLaMA \/ Phi-2<\/td>\u5c0f\u6a21\u578b\u95ee\u7b54 \/ \u811a\u672c\u751f\u6210<\/td><6GB<\/td>\u2705<\/td>\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83e\udd99 LLaMA \/ Mistral 7B (int4)<\/td>\u672c\u5730 LLM\uff0c\u91cf\u5316\u540e\u53ef\u8dd1<\/td>6\u201310GB<\/td>\u2705 \u52c9\u5f3a\u8fd0\u884c<\/td>\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83d\udcac Ollama<\/td>\u4e00\u952e\u90e8\u7f72\u672c\u5730\u804a\u5929\u6a21\u578b<\/td>4\u20138GB<\/td>\u2705 \u7b80\u6d01\u597d\u7528<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83d\udcbb text-generation-webui<\/td>\u9ad8\u5ea6\u53ef\u6269\u5c55 LLM \u524d\u7aef<\/td>6\u201310GB<\/td>\u2705 \u652f\u6301 GGUF<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \ud83e\uddec \u751f\u7269\u4fe1\u606f\u4e0e\u79d1\u7814\u7c7b<\/h3>\n\n\n\n
    \u5e94\u7528\u540d\u79f0<\/th>\u529f\u80fd<\/th>\u663e\u5b58\u9700\u6c42<\/th>\u663e\u5361\u652f\u6301<\/th>\u63a8\u8350\u6307\u6570<\/th><\/tr><\/thead>
    \ud83e\uddec MMseqs2 GPU<\/td>\u9ad8\u901f\u5e8f\u5217\u6bd4\u5bf9\u5de5\u5177<\/td>2\u20134GB<\/td>\u2705 \u6027\u80fd\u4f18\u79c0<\/td>\u2b50\u2b50\u2b50\u2b50<\/td><\/tr>
    \ud83e\uddea AlphaFold \/ ESMFold<\/td>\u86cb\u767d\u7ed3\u6784\u9884\u6d4b<\/td>8\u201311GB<\/td>\u26a0\ufe0f \u4ec5\u9002\u5408\u5c0f\u7ed3\u6784<\/td>\u2b50\u2b50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \u26a0\ufe0f \u54ea\u4e9b\u4efb\u52a1\u4e0d\u5efa\u8bae\u7528 1080 Ti \u8dd1\uff1f<\/h2>\n\n\n\n

    \u5c3d\u7ba1 GTX 1080 Ti \u5b9e\u529b\u4ecd\u5728\uff0c\u4f46\u90e8\u5206\u4efb\u52a1\u5bf9\u663e\u5361\u8981\u6c42\u8fc7\u9ad8\uff0c\u4e0d\u5efa\u8bae\u5c1d\u8bd5\uff1a<\/p>\n\n\n\n

    \u274c \u4e0d\u63a8\u8350\u9879\u76ee<\/th>\u539f\u56e0\u8bf4\u660e<\/th><\/tr><\/thead>
    \ud83e\udde0 GPT-3.5 \/ GPT-4<\/td>\u53c2\u6570\u91cf\u5de8\u5927\uff0c\u4e0d\u53ef\u672c\u5730\u8fd0\u884c<\/td><\/tr>
    \ud83e\udde0 LLaMA 13B \/ 65B<\/td>\u663e\u5b58\u4e25\u91cd\u4e0d\u8db3\uff08\u9700 24\u201380GB\uff09<\/td><\/tr>
    \ud83d\uddbc\ufe0f Stable Diffusion XL<\/td>\u6a21\u578b\u6743\u91cd\u5e9e\u5927\uff0cSDXL \u9700 \u226516GB \u663e\u5b58<\/td><\/tr>
    \ud83e\uddea \u5927\u578b\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b<\/td>\u7ed3\u6784\u8fc7\u5927\u8fd0\u884c\u6162\u4e14\u5bb9\u6613 OOM<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \ud83e\uddf0 \u9644\u52a0\u5efa\u8bae\u4e0e\u90e8\u7f72\u5de5\u5177\u63a8\u8350<\/h2>\n\n\n\n
    \u5de5\u5177<\/th>\u7528\u9014<\/th><\/tr><\/thead>
    \ud83d\udc33 Docker + NVIDIA Toolkit<\/td>GPU \u5bb9\u5668\u90e8\u7f72\u9996\u9009<\/td><\/tr>
    \ud83d\udce6 Docker Compose<\/td>\u4e00\u952e\u90e8\u7f72\u591a\u5bb9\u5668\u5e94\u7528<\/td><\/tr>
    \ud83d\udd0d nvidia-smi<\/code>, nvtop<\/code><\/td>GPU \u72b6\u6001\u76d1\u63a7<\/td><\/tr>
    \ud83e\udde0 LM Studio \/ Ollama<\/td>\u672c\u5730\u804a\u5929\u6a21\u578b\u524d\u7aef<\/td><\/tr>
    \ud83d\udcca Netdata \/ Glances<\/td>\u7cfb\u7edf\u8d44\u6e90\u53ef\u89c6\u5316\u76d1\u63a7<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \u2705 \u603b\u7ed3\uff1a1080 Ti \u503c\u5f97\u518d\u6218<\/h2>\n\n\n\n
    \n

    \ud83d\udca1 GTX 1080 Ti \u4ecd\u662f\u5165\u95e8\u7ea7\u672c\u5730 AI \u63a8\u7406\u3001\u81ea\u5efa\u8bed\u97f3\u8bc6\u522b\u3001\u56fe\u50cf\u589e\u5f3a\u3001\u8f7b\u91cf LLM \u6a21\u578b\u90e8\u7f72\u7684\u7406\u60f3\u9009\u62e9<\/strong>\u3002
    \u5bf9\u4e8e\u6784\u5efa\u672c\u5730\u6570\u636e\u79c1\u6709\u5316\u5e73\u53f0\u3001\u5bb6\u5ead\u667a\u80fd\u5a92\u4f53\u4e2d\u5fc3\u3001\u79d1\u7814\u8f85\u52a9\u8ba1\u7b97\u8282\u70b9\uff0c\u8fd9\u5757\u8001\u65d7\u8230\u4f9d\u7136\u80fd\u7a33\u5b9a\u5de5\u4f5c\u3001\u5b89\u9759\u8fd0\u884c\uff0c\u6027\u4ef7\u6bd4\u6781\u9ad8<\/strong>\u3002<\/p>\n<\/blockquote>\n\n\n\n

    \u5982\u679c\u624b\u5934\u5df2\u6709\u8fd9\u5f20\u663e\u5361\uff0c\u4e0d\u59a8\u5145\u5206\u5229\u7528\u5b83\uff0c\u4eb2\u624b\u642d\u5efa\u4e00\u5957 AI \u5de5\u5177\u6808\uff0c\u4ece\u8bed\u97f3\u8bc6\u522b\u5230\u56fe\u50cf\u751f\u6210\u3001\u4ece\u6587\u672c\u5904\u7406\u5230\u591a\u5a92\u4f53\u589e\u5f3a\uff0c\u8ba9 1080 Ti \u518d\u6218\u4e94\u5e74<\/strong>\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u66fe\u7ecf\u7684\u795e\u5361 GTX 1080 Ti \u867d\u7136\u5df2\u53d1\u5e03\u591a\u5e74\uff0c\u4f46\u51ed\u501f\u5176 11GB \u663e\u5b58 + \u5f3a\u52b2\u7684 CUDA \u6027\u80fd\uff0c\u5728\u81ea\u5efa AI \u5e94\u7528\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u591a\u5a92\u4f53\u52a0\u901f\u3001\u56fe\u50cf\u5904\u7406\u3001\u751a\u81f3\u8f7b\u91cf\u5927\u6a21\u578b\u90e8\u7f72\u7b49\u9886\u57df\u4ecd\u5927\u6709\u53ef\u4e3a\u3002\u672c\u6587\u5c06\u6574\u7406\u4e00\u4efd\u8be6\u7ec6\u7684 GPU \u52a0\u901f\u81ea\u5efa\u5e94\u7528\u6e05\u5355\uff0c\u544a\u8bc9\u4f60\u8fd9\u5f20\u5361\u5728 2025 \u5e74\u8fd8\u80fd\u201c\u53d1\u5149\u53d1\u70ed\u201d\u5728\u54ea\u4e9b\u5b9e\u7528\u9879\u76ee\u4e2d\u3002 \u2699\ufe0f \u63a8\u8350\u73af\u5883\u914d\u7f6e \ud83e\uddf1 \u4e3a\u4e86\u8ba9\u8fd9\u4e9b GPU \u52a0\u901f\u670d\u52a1\u8dd1\u5f97\u7a33\u5b9a\u6d41\u7545\uff0c\u5efa\u8bae\u7684\u8fd0\u884c\u73af\u5883\u5982\u4e0b\uff1a \ud83e\udde0 \u5206\u7c7b\u6c47\u603b\uff1a1080 Ti \u9002\u914d\u7684 GPU \u52a0\u901f\u5e94\u7528 \ud83c\udf99\ufe0f \u8bed\u97f3\u7c7b\u5e94\u7528\uff08\u8bc6\u522b + \u5408\u6210\uff09 \u5e94\u7528\u540d\u79f0 \u529f\u80fd \u663e\u5b58\u9700\u6c42 \u663e\u5361\u652f\u6301 \u63a8\u8350\u6307\u6570 \ud83d\udde3\ufe0f Whisper \/ faster-whisper \u8bed\u97f3\u8f6c\u6587\u5b57\uff08\u652f\u6301 large \u6a21\u578b\uff09 2\u20139GB \u2705 \u5b8c\u7f8e\u652f\u6301 \u2b50\u2b50\u2b50\u2b50\u2b50 \ud83d\udda5\ufe0f …<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[207],"tags":[],"class_list":["post-4666","post","type-post","status-publish","format-standard","hentry","category-y3igdqqd5u0919l"],"_links":{"self":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/4666","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/comments?post=4666"}],"version-history":[{"count":1,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/4666\/revisions"}],"predecessor-version":[{"id":4667,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/4666\/revisions\/4667"}],"wp:attachment":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/media?parent=4666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/categories?post=4666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/tags?post=4666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}