{"id":35188,"date":"2025-08-10T20:21:02","date_gmt":"2025-08-10T12:21:02","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=35188"},"modified":"2025-08-10T20:21:33","modified_gmt":"2025-08-10T12:21:33","slug":"ai-sheets","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/ai-sheets\/","title":{"rendered":"AI Sheets\uff1a\u65e0\u4ee3\u7801\u5728\u8868\u683c\u4e2d\u4f7f\u7528AI\u6a21\u578b\u6784\u5efa\u548c\u5904\u7406\u6570\u636e\u96c6"},"content":{"rendered":"<p>AI Sheets \u662f Hugging Face \u63a8\u51fa\u7684\u5f00\u6e90\u5de5\u5177\u3002\u7528\u6237\u65e0\u9700\u7f16\u5199\u4ee3\u7801\uff0c\u5c31\u80fd\u7528 AI \u6a21\u578b\u6784\u5efa\u3001\u4e30\u5bcc\u548c\u8f6c\u6362\u6570\u636e\u96c6\u3002\u5b83\u652f\u6301\u672c\u5730\u90e8\u7f72\u6216\u5728 Hugging Face Hub \u4e0a\u8fd0\u884c\u3002\u5de5\u5177\u8fde\u63a5 Hugging Face Hub \u7684\u6570\u5343\u4e2a\u5f00\u6e90\u6a21\u578b\uff0c\u901a\u8fc7 Inference Providers \u8bbf\u95ee\u8fd9\u4e9b\u6a21\u578b\u3002\u7528\u6237\u4e5f\u53ef\u4ee5\u7528\u672c\u5730\u6a21\u578b\uff0c\u5305\u62ec OpenAI \u7684 gpt-oss\u3002\u754c\u9762\u50cf\u7535\u5b50\u8868\u683c\u4e00\u6837\u7b80\u5355\u3002\u7528\u6237\u901a\u8fc7\u7f16\u5199\u63d0\u793a\u521b\u5efa\u65b0\u5217\uff0c\u80fd\u5feb\u901f\u5b9e\u9a8c\u5c0f\u6570\u636e\u96c6\uff0c\u518d\u6269\u5c55\u5230\u5927\u7ba1\u9053\u3002\u5de5\u5177\u5f3a\u8c03\u8fed\u4ee3\uff0c\u7528\u6237\u7f16\u8f91\u5355\u5143\u683c\u6216\u9a8c\u8bc1\u7ed3\u679c\u6765\u6559\u5bfc\u6a21\u578b\u3002\u6838\u5fc3\u662f\u4f7f\u7528 AI \u5904\u7406\u6570\u636e\uff0c\u4ece\u5206\u7c7b\u5230\u751f\u6210\u5408\u6210\u6570\u636e\u3002\u9002\u5408\u6d4b\u8bd5\u6a21\u578b\u3001\u6539\u8fdb\u63d0\u793a\u548c\u5206\u6790\u6570\u636e\u96c6\u3002\u5bfc\u51fa\u7ed3\u679c\u5230 Hub\uff0c\u8fd8\u751f\u6210\u914d\u7f6e\u7528\u4e8e\u6269\u5c55\u6570\u636e\u751f\u6210\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35189\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/5c1575655d0509e.png\" alt=\"\" width=\"1920\" height=\"869\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/5c1575655d0509e.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/5c1575655d0509e-1536x695.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/5c1575655d0509e-18x8.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u6570\u636e\u96c6\u4ece\u96f6\u751f\u6210\uff1a\u8f93\u5165\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0cAI \u81ea\u52a8\u521b\u5efa\u7ed3\u6784\u548c\u6837\u672c\u884c\uff0c\u5982\u751f\u6210\u57ce\u5e02\u5217\u8868\u5305\u62ec\u56fd\u5bb6\u3001\u5730\u6807\u56fe\u50cf\u3002<\/li>\n<li>\u6570\u636e\u5bfc\u5165\u548c\u5904\u7406\uff1a\u4e0a\u4f20 XLS\u3001TSV\u3001CSV \u6216 Parquet \u6587\u4ef6\uff0c\u652f\u6301\u6700\u591a 1000 \u884c\uff0c\u65e0\u9650\u5217\uff0c\u80fd\u7f16\u8f91\u548c\u6269\u5c55\u6570\u636e\u3002<\/li>\n<li>\u6dfb\u52a0 AI \u5217\uff1a\u7528\u63d0\u793a\u521b\u5efa\u65b0\u5217\uff0c\u5982\u63d0\u53d6\u4fe1\u606f\u3001\u603b\u7ed3\u6587\u672c\u3001\u7ffb\u8bd1\u5185\u5bb9\u6216\u81ea\u5b9a\u4e49\u64cd\u4f5c\uff0c\u5f15\u7528\u73b0\u6709\u5217\u5982 {{column}}\u3002<\/li>\n<li>\u6a21\u578b\u9009\u62e9\u548c\u5207\u6362\uff1a\u4ece Hugging Face Hub \u9009\u6a21\u578b\u548c\u63d0\u4f9b\u5546\uff0c\u5982 meta-llama\/Llama-3.3-70B-Instruct \u6216 openai\/gpt-oss-120b\uff0c\u6d4b\u8bd5\u4e0d\u540c\u6027\u80fd\u3002<\/li>\n<li>\u53cd\u9988\u673a\u5236\uff1a\u624b\u52a8\u7f16\u8f91\u5355\u5143\u683c\u6216\u70b9\u8d5e\u597d\u7ed3\u679c\uff0c\u8fd9\u4e9b\u4f5c\u4e3a few-shot \u793a\u4f8b\uff0c\u91cd\u65b0\u751f\u6210\u65f6\u6539\u5584\u8f93\u51fa\u3002<\/li>\n<li>\u7f51\u7edc\u641c\u7d22\u5f00\u5173\uff1a\u542f\u7528\u65f6\u6a21\u578b\u4ece web \u83b7\u53d6\u6700\u65b0\u4fe1\u606f\uff0c\u5982\u67e5\u627e\u5730\u5740\u7684\u90ae\u7f16\uff1b\u7981\u7528\u65f6\u53ea\u7528\u6a21\u578b\u77e5\u8bc6\u3002<\/li>\n<li>\u6570\u636e\u6269\u5c55\uff1a\u62d6\u62fd\u5217\u751f\u6210\u66f4\u591a\u884c\uff0c\u65e0\u9700\u518d\u751f\uff1b\u7528\u4e8e\u4fee\u590d\u9519\u8bef\u6216\u6dfb\u52a0\u6570\u636e\u3002<\/li>\n<li>\u5bfc\u51fa\u5230 Hub\uff1a\u4fdd\u5b58\u6570\u636e\u96c6\u548c\u914d\u7f6e YAML \u6587\u4ef6\uff0c\u7528\u4e8e\u590d\u7528\u63d0\u793a\u6216\u901a\u8fc7\u811a\u672c\u751f\u6210\u66f4\u5927\u6570\u636e\u96c6\u3002<\/li>\n<li>\u6a21\u578b\u6bd4\u8f83\u548c\u8bc4\u4f30\uff1a\u521b\u5efa\u591a\u5217\u6d4b\u8bd5\u4e0d\u540c\u6a21\u578b\uff0c\u7528 LLM \u4f5c\u4e3a\u8bc4\u5224\u5217\u6bd4\u8f83\u8f93\u51fa\u8d28\u91cf\u3002<\/li>\n<li>\u5408\u6210\u6570\u636e\u751f\u6210\uff1a\u521b\u5efa\u865a\u62df\u6570\u636e\u96c6\uff0c\u5982\u4e13\u4e1a\u7535\u5b50\u90ae\u4ef6\u57fa\u4e8e\u4eba\u7269\u4f20\u8bb0\u3002<\/li>\n<li>\u6570\u636e\u8f6c\u6362\u548c\u6e05\u7406\uff1a\u7528\u63d0\u793a\u79fb\u9664\u6807\u70b9\u6216\u6807\u51c6\u5316\u6587\u672c\u3002<\/li>\n<li>\u6570\u636e\u5206\u7c7b\u548c\u5206\u6790\uff1a\u5206\u7c7b\u5185\u5bb9\u6216\u63d0\u53d6\u4e3b\u8981\u60f3\u6cd5\u3002<\/li>\n<li>\u6570\u636e\u4e30\u5bcc\uff1a\u8865\u5145\u7f3a\u5931\u4fe1\u606f\uff0c\u5982\u6dfb\u52a0\u90ae\u7f16\u6216\u751f\u6210\u63cf\u8ff0\u3002<\/li>\n<li>\u56fe\u50cf\u751f\u6210\uff1a\u7528\u6a21\u578b\u5982 black-forest-labs\/FLUX.1-dev \u521b\u5efa\u56fe\u50cf\u5217\uff0c\u652f\u6301\u7279\u5b9a\u98ce\u683c\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>AI Sheets \u7684\u4f7f\u7528\u4ece\u542f\u52a8\u5f00\u59cb\u3002\u7528\u6237\u6709\u4e24\u79cd\u65b9\u5f0f\u8fdb\u5165\uff1a\u5728\u7ebf\u8bd5\u7528\u6216\u672c\u5730\u5b89\u88c5\u3002\u5728\u7ebf\u8bd5\u7528\u65e0\u9700\u5b89\u88c5\u3002\u8bbf\u95ee https:\/\/huggingface.co\/spaces\/aisheets\/sheets\u3002\u767b\u5f55 Hugging Face \u8d26\u6237\u3002\u83b7\u53d6 HF_TOKEN \u4ece https:\/\/huggingface.co\/settings\/tokens\u3002\u754c\u9762\u51fa\u73b0\u540e\uff0c\u9009\u62e9\u751f\u6210\u65b0\u6570\u636e\u96c6\u6216\u5bfc\u5165\u73b0\u6709\u6570\u636e\u3002<\/p>\n<p>\u751f\u6210\u6570\u636e\u96c6\u4ece\u96f6\u5f00\u59cb\u9002\u5408\u521d\u6b21\u719f\u6089\u5de5\u5177\u3001\u8111\u66b4\u6216\u5feb\u901f\u5b9e\u9a8c\u3002\u70b9\u51fb\u751f\u6210\u9009\u9879\u3002\u5728\u63d0\u793a\u533a\u8f93\u5165\u63cf\u8ff0\uff0c\u5982\u201c\u4e16\u754c\u57ce\u5e02\u5217\u8868\uff0c\u5305\u62ec\u6240\u5c5e\u56fd\u5bb6\u548c\u6bcf\u4e2a\u5730\u6807\u7684 Ghibli \u98ce\u683c\u56fe\u50cf\u201d\u3002AI Sheets \u4f1a\u521b\u5efa schema \u548c 5 \u884c\u6837\u672c\u3002\u7ed3\u679c\u6709\u5217\u5982\u57ce\u5e02\u3001\u56fd\u5bb6\u3001\u56fe\u50cf\u3002\u62d6\u62fd\u5217\u5e95\u90e8\u751f\u6210\u66f4\u591a\u884c\uff0c\u6700\u591a 1000 \u884c\u3002\u4fee\u6539\u63d0\u793a\u91cd\u65b0\u751f\u6210\u7ed3\u6784\u3002\u624b\u52a8\u8f93\u5165\u5355\u5143\u683c\uff0c\u518d\u62d6\u62fd\u5b8c\u6210\u5176\u4ed6\u5217\u3002<\/p>\n<p>\u5bfc\u5165\u6570\u636e\u96c6\u63a8\u8350\u7528\u4e8e\u5927\u591a\u6570\u60c5\u51b5\u3002\u4e0a\u4f20\u6587\u4ef6\u683c\u5f0f\u4e3a XLS\u3001TSV\u3001CSV \u6216 Parquet\u3002\u6587\u4ef6\u9700\u6709\u81f3\u5c11\u4e00\u5217\u540d\u548c\u4e00\u884c\u6570\u636e\u3002\u4e0a\u4f20\u540e\u6570\u636e\u663e\u793a\u5728\u8868\u683c\u4e2d\u3002\u624b\u52a8\u6dfb\u52a0\u6761\u76ee\u5230\u7a7a\u5355\u5143\u683c\u3002\u754c\u9762\u50cf spreadsheet\uff0c\u53ef\u7f16\u8f91\u5bfc\u5165\u5355\u5143\u683c\uff0c\u4f46 AI \u4e0d\u80fd\u6539\u52a8\u5b83\u4eec\u3002AI \u751f\u6210\u5355\u5143\u683c\u53ef\u518d\u751f\u3002<\/p>\n<p>\u6dfb\u52a0\u65b0\u5217\u662f\u6838\u5fc3\u64cd\u4f5c\u3002\u70b9\u51fb + \u6309\u94ae\u3002\u9009\u63a8\u8350\u52a8\u4f5c\u5982\u63d0\u53d6\u4fe1\u606f\u3001\u603b\u7ed3\u6587\u672c\u3001\u7ffb\u8bd1\uff0c\u6216\u81ea\u5b9a\u4e49\u63d0\u793a\u5982\u201c\u4ece {{text}} \u4e2d\u79fb\u9664\u591a\u4f59\u6807\u70b9\u201d\u3002{{text}} \u5f15\u7528\u73b0\u6709\u5217\u3002\u914d\u7f6e\u6a21\u578b\uff0c\u5982\u9009 meta-llama\/Llama-3.3-70B-Instruct\uff0c\u63d0\u4f9b\u5546\u5982 groq\u3002\u5f00\u5173\u641c\u7d22\uff1a\u542f\u7528\u62c9\u53d6 web \u6570\u636e\uff0c\u5982\u201c\u67e5\u627e {{address}} \u7684\u90ae\u7f16\u201d\u3002\u751f\u6210\u5217\u540e\uff0c\u67e5\u770b\u7ed3\u679c\u3002<\/p>\n<p>\u7cbe\u70bc\u6570\u636e\u96c6\u901a\u8fc7\u53cd\u9988\u548c\u914d\u7f6e\u3002\u624b\u52a8\u7f16\u8f91 AI \u5355\u5143\u683c\uff0c\u63d0\u4f9b\u9996\u9009\u8f93\u51fa\u793a\u4f8b\u3002\u70b9\u8d5e\u597d\u7ed3\u679c\u7528 thumbs-up\u3002\u8fd9\u4e9b\u4f5c\u4e3a few-shot \u793a\u4f8b\u3002\u70b9\u51fb\u518d\u751f\u5e94\u7528\u5230\u5168\u5217\u3002\u8c03\u6574\u63d0\u793a\uff0c\u5982\u6539\u201c\u5206\u7c7b {{text}}\u201d\u4e3a\u66f4\u5177\u4f53\u7248\u672c\u3002\u5207\u6362\u6a21\u578b\u6d4b\u8bd5\u6027\u80fd\uff0c\u5982\u4ece <a href=\"https:\/\/www.kdjingpai.com\/de\/groqaidamoxingbai\/\">groq<\/a> \u6362 cerebras\u3002\u4e0d\u540c\u6a21\u578b\u9002\u5408\u4e0d\u540c\u4efb\u52a1\uff0c\u5982\u521b\u610f\u6216\u7ed3\u6784\u5316\u8f93\u51fa\u3002\u63d0\u4f9b\u5546\u5f71\u54cd\u901f\u5ea6\u548c\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002<\/p>\n<p>\u6269\u5c55\u6570\u636e\u7528\u62d6\u62fd\u3002\u4ece\u5217\u6700\u540e\u5355\u5143\u683c\u5411\u4e0b\u62c9\uff0c\u5373\u65f6\u751f\u6210\u65b0\u884c\u3002\u65e0\u9700\u518d\u751f\u3002\u4fee\u590d\u9519\u8bef\u5355\u5143\u683c\u4e5f\u7528\u6b64\u6cd5\u3002<\/p>\n<p>\u5bfc\u51fa\u5230 Hub \u4fdd\u5b58\u5de5\u4f5c\u3002\u70b9\u51fb\u5bfc\u51fa\u3002\u751f\u6210\u6570\u636e\u96c6\u548c config.yml \u6587\u4ef6\u3002\u6587\u4ef6\u5305\u542b\u5217\u914d\u7f6e\u3001\u63d0\u793a\u3001\u6a21\u578b\u7ec6\u8282\u3002\u793a\u4f8b config \u6709 columns \u952e\uff0c\u5217\u51fa\u6bcf\u4e2a\u5217\u7684 modelName\u3001userPrompt \u7b49\u3002\u4e0a\u4f20\u540e\u53ef\u5728 Hub \u67e5\u770b\uff0c\u5982 https:\/\/huggingface.co\/datasets\/dvilasuero\/nemotron-personas-kimi-questions\u3002<\/p>\n<p>\u751f\u6210\u66f4\u5927\u6570\u636e\u96c6\u7528 HF Jobs\u3002\u9700 config \u548c\u811a\u672c\u3002\u547d\u4ee4\u5982\uff1ahf jobs uv run -s HF_TOKEN=$HF_TOKEN https:\/\/huggingface.co\/datasets\/aisheets\/uv-scripts\/raw\/main\/extend_dataset\/script.py &#8211;config https:\/\/huggingface.co\/datasets\/dvilasuero\/nemotron-personas-kimi-questions\/raw\/main\/config.yml &#8211;num-rows 100 nvidia\/Nemotron-Personas dvilasuero\/nemotron-kimi-qa-distilled\u3002\u6307\u5b9a\u884c\u6570\u6216\u7559\u7a7a\u751f\u6210\u5168\u90e8\u3002<\/p>\n<p>\u672c\u5730\u5b89\u88c5\u4ece GitHub\u3002\u514b\u9686 https:\/\/github.com\/huggingface\/aisheets\u3002\u8bbe\u7f6e HF_TOKEN\u3002\u7528 Docker\uff1aexport HF_TOKEN=your_token_here; docker run -p 3000:3000 -e HF_TOKEN=$HF_TOKEN huggingface\/sheets\u3002\u8bbf\u95ee http:\/\/localhost:3000\u3002\u7528 pnpm\uff1a\u5b89\u88c5 pnpm\uff0c\u514b\u9686\u4ed3\u5e93\uff0cexport HF_TOKEN\uff0cpnpm install\uff0cpnpm dev\u3002\u8bbf\u95ee http:\/\/localhost:5173\u3002\u751f\u4ea7\u6784\u5efa\uff1apnpm build\uff0cpnpm serve\u3002<\/p>\n<p>\u7528\u81ea\u5b9a\u4e49 LLM \u5982 Ollama\u3002\u542f\u52a8 <a href=\"https:\/\/www.kdjingpai.com\/de\/ollama\/\">Ollama<\/a> server\uff1aexport OLLAMA_NOHISTORY=1; ollama serve; ollama run llama3\u3002\u8bbe\u7f6e MODEL_ENDPOINT_URL=http:\/\/localhost:11434\uff0cMODEL_ENDPOINT_NAME=llama3\u3002\u8fd0\u884c app\u3002\u81ea\u5b9a\u4e49\u9700\u7b26\u5408 OpenAI API\u3002\u56fe\u50cf\u751f\u6210\u56fa\u5b9a\u7528 Hugging Face API\u3002<\/p>\n<p>\u9ad8\u7ea7\u914d\u7f6e\u7528\u73af\u5883\u53d8\u91cf\u3002OAUTH_CLIENT_ID \u4e3a\u8ba4\u8bc1\u3002DEFAULT_MODEL \u6539\u9ed8\u8ba4\u6a21\u578b\u3002NUM_CONCURRENT_REQUESTS \u63a7\u5236\u5e76\u53d1\uff0c\u9ed8\u8ba4 5\u3002SERPER_API_KEY \u542f\u7528\u641c\u7d22\u3002DATA_DIR \u8bbe\u6570\u636e\u76ee\u5f55\u3002<\/p>\n<p>\u64cd\u4f5c\u6d41\u7a0b\u793a\u4f8b\uff1a\u6d4b\u8bd5\u6a21\u578b\u3002\u5bfc\u5165\u542b\u63d0\u793a\u7684\u6570\u636e\u96c6\u3002\u52a0\u5217\u7528\u201c\u56de\u7b54\uff1a{{prompt}}\u201d\uff0c\u9009\u4e0d\u540c\u6a21\u578b\u3002\u52a0\u8bc4\u5224\u5217\u5982\u201c\u8bc4\u4f30 {{prompt}} \u7684\u54cd\u5e941\uff1a{{model1}}\uff0c\u54cd\u5e942\uff1a{{model2}}\u201d\u3002\u624b\u52a8\u68c0\u67e5\u6216\u7528 LLM \u5224\u4f18\u3002<\/p>\n<p>\u5206\u7c7b\u6570\u636e\u96c6\uff1a\u4e0a\u4f20\u6587\u672c\u6570\u636e\u96c6\u3002\u52a0\u5217\u201c\u5206\u7c7b {{text}} \u7684\u4e3b\u8981\u4e3b\u9898\u201d\u3002\u7f16\u8f91\u574f\u7ed3\u679c\uff0c\u70b9\u8d5e\u597d\uff0c\u518d\u751f\u3002<\/p>\n<p>\u5408\u6210\u6570\u636e\uff1a\u751f\u6210\u4eba\u7269 bio \u5217\u201c\u5199\u5236\u836f\u516c\u53f8\u4e13\u4e1a\u4eba\u58eb\u7b80\u77ed\u63cf\u8ff0\u201d\u3002\u52a0\u90ae\u4ef6\u5217\u201c\u5199 {{person_bio}} \u7684\u771f\u5b9e\u4e13\u4e1a\u90ae\u4ef6\u201d\u3002<\/p>\n<p>\u5206\u6790\uff1a\u52a0\u5217\u201c\u4ece {{text}} \u63d0\u53d6\u5173\u952e\u60f3\u6cd5\u201d\u3002<\/p>\n<p>\u4e30\u5bcc\uff1a\u52a0\u5217\u201c\u67e5\u627e {{address}} \u7684\u90ae\u7f16\u201d\uff0c\u542f\u7528\u641c\u7d22\u3002<\/p>\n<p>\u8fd9\u4e9b\u6b65\u9aa4\u8ba9\u7528\u6237\u76f4\u63a5\u4e0a\u624b\u3002\u5de5\u5177\u5f3a\u8c03\u5b9e\u9a8c\u548c\u8fed\u4ee3\uff0c\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li>\u6a21\u578b\u6d4b\u8bd5\u548c\u6bd4\u8f83<br \/>\n\u7528\u6237\u60f3\u5728\u81ea\u5bb6\u6570\u636e\u4e0a\u8bd5\u6700\u65b0\u6a21\u578b\u3002\u5bfc\u5165\u542b\u95ee\u9898\u7684\u6570\u636e\u96c6\u3002\u521b\u5efa\u591a\u5217\uff0c\u6bcf\u5217\u7528\u4e0d\u540c\u6a21\u578b\u56de\u7b54\u3002\u52a0\u8bc4\u5224\u5217\u7528 LLM \u6bd4\u8f83\u8d28\u91cf\u3002\u9002\u5408\u5f00\u53d1\u8005\u9009\u6700\u4f73\u6a21\u578b\u3002<\/li>\n<li>\u63d0\u793a\u4f18\u5316<br \/>\n\u6784\u5efa\u5ba2\u6237\u8bf7\u6c42\u81ea\u52a8\u56de\u7b54\u5e94\u7528\u3002\u52a0\u8f7d\u6837\u672c\u8bf7\u6c42\u6570\u636e\u96c6\u3002\u8fed\u4ee3\u4e0d\u540c\u63d0\u793a\u548c\u6a21\u578b\u751f\u6210\u54cd\u5e94\u3002\u7f16\u8f91\u5355\u5143\u683c\u63d0\u4f9b\u53cd\u9988\uff0c\u81ea\u52a8\u52a0 few-shot \u793a\u4f8b\u3002\u9002\u5408\u6784\u5efa\u9ad8\u6548\u63d0\u793a\u3002<\/li>\n<li>\u6570\u636e\u6e05\u7406\u548c\u8f6c\u6362<br \/>\n\u6570\u636e\u96c6\u5217\u6709\u6742\u4e71\u6587\u672c\u3002\u52a0\u65b0\u5217\u7528\u63d0\u793a\u79fb\u9664\u6807\u70b9\u6216\u6807\u51c6\u5316\u3002\u5feb\u901f\u5904\u7406\u5927\u6279\u91cf\u6570\u636e\u3002\u9002\u5408\u6570\u636e\u79d1\u5b66\u5bb6\u9884\u5904\u7406\u3002<\/li>\n<li>\u6570\u636e\u5206\u7c7b<br \/>\n\u5206\u7c7b\u5185\u5bb9\u5982\u95ee\u9898\u4e3b\u9898\u3002\u52a0\u5217\u7528\u63d0\u793a\u5206\u7c7b\u3002\u624b\u52a8\u9a8c\u8bc1\u5e76\u518d\u751f\u6539\u5584\u51c6\u786e\u3002\u9002\u5408\u5206\u6790 Hub \u6570\u636e\u96c6\u3002<\/li>\n<li>\u6570\u636e\u5206\u6790\u548c\u63d0\u53d6<br \/>\n\u63d0\u53d6\u6587\u672c\u4e3b\u8981\u60f3\u6cd5\u3002\u52a0\u5217\u7528\u63d0\u793a\u603b\u7ed3\u6216\u63d0\u53d6\u3002\u542f\u7528\u641c\u7d22\u62c9\u5b9e\u65f6\u4fe1\u606f\u3002\u9002\u5408\u7814\u7a76\u9879\u76ee\u3002<\/li>\n<li>\u6570\u636e\u4e30\u5bcc<br \/>\n\u8865\u5145\u7f3a\u5931\u5982\u5730\u5740\u90ae\u7f16\u3002\u52a0\u5217\u7528\u63d0\u793a\u67e5\u627e\uff0c\u542f\u7528 web \u641c\u7d22\u3002\u786e\u4fdd\u51c6\u786e\u8865\u5145\u3002\u9002\u5408\u5b8c\u6574\u6570\u636e\u96c6\u3002<\/li>\n<li>\u5408\u6210\u6570\u636e\u751f\u6210<br \/>\n\u9700\u9690\u79c1\u4fdd\u62a4\u7684\u865a\u62df\u6570\u636e\u5982\u90ae\u4ef6\u3002\u751f\u6210 bio \u5217\uff0c\u518d\u57fa\u4e8e\u5b83\u751f\u6210\u5185\u5bb9\u3002\u9002\u5408\u6d4b\u8bd5\u6216\u539f\u578b\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li>AI Sheets \u652f\u6301\u54ea\u4e9b\u6a21\u578b\uff1f<br \/>\n\u652f\u6301 Hugging Face Hub \u7684\u5f00\u6e90\u6a21\u578b\uff0c\u901a\u8fc7 Inference Providers\u3002\u4e5f\u53ef\u672c\u5730\u6a21\u578b\u5982 <a href=\"https:\/\/www.kdjingpai.com\/de\/gpt-oss\/\">gpt-oss<\/a> \u6216\u7b26\u5408 OpenAI API \u7684\u81ea\u5b9a\u4e49 LLM\u3002<\/li>\n<li>\u5982\u4f55\u751f\u6210\u56fe\u50cf\u5217\uff1f<br \/>\n\u7528\u63d0\u793a\u5982\u201c\u751f\u6210 {{object_name}} \u7684\u7b49\u8ddd\u56fe\u6807\u201d\uff0c\u9009\u56fe\u50cf\u6a21\u578b\u5982 black-forest-labs\/FLUX.1-dev\u3002\u56fa\u5b9a\u7528 Hugging Face API\u3002<\/li>\n<li>\u53cd\u9988\u5982\u4f55\u5de5\u4f5c\uff1f<br \/>\n\u7f16\u8f91 AI \u5355\u5143\u683c\u6216\u70b9\u8d5e\u3002\u8fd9\u4e9b\u6210 few-shot \u793a\u4f8b\u3002\u518d\u751f\u65f6\u5e94\u7528\u5230\u5217\u3002<\/li>\n<li>\u5bfc\u51fa\u540e\u5982\u4f55\u6269\u5c55\uff1f<br \/>\n\u7528 config.yml \u548c\u811a\u672c\u8fd0\u884c HF Jobs\u3002\u6307\u5b9a\u884c\u6570\u751f\u6210\u66f4\u5927\u6570\u636e\u96c6\u3002<\/li>\n<li>\u662f\u5426\u9700\u8ba2\u9605\uff1f<br \/>\n\u5728\u7ebf\u514d\u8d39\u8bd5\u7528\u3002\u672c\u5730\u6216\u66f4\u591a\u63a8\u7406\u7528 PRO \u8ba2\u9605\u83b7 20x \u7528\u91cf\u3002<\/li>\n<li>\u6570\u636e\u4e0a\u9650\u662f\u591a\u5c11\uff1f<br \/>\n\u4e0a\u4f20\u6216\u751f\u6210\u6700\u591a 1000 \u884c\u3002\u65e0\u9650\u5217\u3002\u7528 Jobs \u6269\u5c55\u66f4\u5927\u3002<\/li>\n<li>\u5982\u4f55\u542f\u7528 web \u641c\u7d22\uff1f<br \/>\n\u5728\u5217\u914d\u7f6e\u5f00\u5173 toggle search\u3002\u6a21\u578b\u62c9\u6700\u65b0\u4fe1\u606f\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>AI Sheets \u662f Hugging Face \u63a8\u51fa\u7684\u5f00\u6e90\u5de5\u5177\u3002\u7528\u6237\u65e0\u9700\u7f16\u5199\u4ee3\u7801\uff0c\u5c31\u80fd\u7528 AI \u6a21\u578b\u6784\u5efa\u3001\u4e30\u5bcc\u548c\u8f6c\u6362\u6570\u636e\u96c6\u3002\u5b83\u652f\u6301\u672c\u5730\u90e8\u7f72\u6216\u5728 Hugging Face Hub \u4e0a\u8fd0\u884c\u3002\u5de5\u5177\u8fde\u63a5 Hugging Face Hub \u7684\u6570\u5343\u4e2a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[417,20,449,501,498],"tags":[230,244],"class_list":["post-35188","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-productivity","category-tool","category-ai-data","category-prompt-aids","category-no-code","tag-aikaiyuanxiangmu","tag-aishujufenxi"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/35188","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=35188"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/35188\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=35188"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=35188"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=35188"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}