{"id":280,"date":"2025-02-08T23:20:56","date_gmt":"2025-02-08T15:20:56","guid":{"rendered":"https:\/\/blog.zangzheyi.top\/?p=280"},"modified":"2025-02-08T23:24:38","modified_gmt":"2025-02-08T15:24:38","slug":"%e3%80%90%e8%bd%ac%e8%bd%bd%e3%80%91nathmath%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2llm%e6%95%99%e7%a8%8b%e7%9a%84%e8%b5%84%e6%ba%90%e5%ba%93","status":"publish","type":"post","link":"https:\/\/blog.zangzheyi.top\/index.php\/2025\/02\/08\/%e3%80%90%e8%bd%ac%e8%bd%bd%e3%80%91nathmath%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2llm%e6%95%99%e7%a8%8b%e7%9a%84%e8%b5%84%e6%ba%90%e5%ba%93\/","title":{"rendered":"\u3010\u8f6c\u8f7d\u3011NathMath\u672c\u5730\u90e8\u7f72LLM\u6559\u7a0b\u7684\u8d44\u6e90\u5e93"},"content":{"rendered":"\n<p><a href=\"https:\/\/truthful-busby-322.notion.site\/NathMath-LLM-18e45165050a80408586c3f2bf93ce68\">NathMath\u672c\u5730\u90e8\u7f72LLM\u6559\u7a0b\u7684\u8d44\u6e90\u5e93<\/a><\/p>\n\n\n\n<p>@NathMath bilibili<\/p>\n\n\n\n<p>Updated 2025-02-06<\/p>\n\n\n\n<p>This document is licensed under the Apache 2.0 License<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">0) \u8ba4\u51c6\u5f00\u6e90\u514d\u8d39UP\u4e3b\u7684\u4e3b\u9875\uff0c\u5176\u4ed6\u5168\u662f\u76d7\u7248<\/h1>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/truthful-busby-322.notion.site\/image\/attachment%3A808672c8-5838-4b7f-84bd-4baf7c4aa11e%3Aimage.png?table=block&amp;id=18e45165-050a-809a-af7a-d214ada82ef8&amp;spaceId=5c6993d8-4ef3-4cc4-b5de-f659beda3878&amp;width=2000&amp;userId=&amp;cache=v2\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u90fd\u770b\u5230\u8fd9\u4e86\uff0c\u6c42\u5404\u4f4d\u89c2\u4f17\u8001\u7237\u70b9\u4e00\u4e2a\u514d\u8d39\u7684\u5173\u6ce8\u3002UP\u4f1a\u4e0d\u505c\u66f4\u65b0\u7684\u3002<\/strong><\/p>\n\n\n\n<p>UP\u7684\u4e3b\u9875 <a href=\"https:\/\/space.bilibili.com\/303266889\" data-type=\"link\" data-id=\"https:\/\/space.bilibili.com\/303266889\">https:\/\/space.bilibili.com\/303266889<\/a><\/p>\n\n\n\n<p><strong>\u5feb\u901f\u8df3\u8f6c<\/strong><\/p>\n\n\n\n<p><strong>\u8d44\u6e90\u9875\u9762<\/strong> <a href=\"https:\/\/www.notion.so\/NathMath-LLM-18e45165050a80408586c3f2bf93ce68?pvs=21\"><\/a><a href=\"https:\/\/truthful-busby-322.notion.site\/NathMath-LLM-18e45165050a80408586c3f2bf93ce68?pvs=73\">https:\/\/truthful-busby-322.notion.site\/NathMath-LLM-18e45165050a80408586c3f2bf93ce68?pvs=73<\/a><\/p>\n\n\n\n<p><strong>\u7b54\u7591\u9875\u9762<\/strong> <a href=\"https:\/\/www.notion.so\/18f45165050a80a58cbbdbcdf8d08ec5?pvs=21\"><\/a><a href=\"https:\/\/truthful-busby-322.notion.site\/NathMath-LLM-18f45165050a80a58cbbdbcdf8d08ec5?pvs=73\">https:\/\/truthful-busby-322.notion.site\/NathMath-LLM-18f45165050a80a58cbbdbcdf8d08ec5?pvs=73<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">1) DeepSeek \u7cfb\u5217\u8d44\u6e90<\/h1>\n\n\n\n<h3 class=\"wp-block-heading\">0. \u98df\u7528\u65b9\u6cd5<\/h3>\n\n\n\n<p>\u5982\u679c\u6a21\u578b\u662f\u538b\u7f29\u5206\u5377\uff0c\u8bf7\u4e0b\u8f7d\u4e00\u4e2a\u94fe\u63a5\u4e2d<strong>\u6240\u6709<\/strong>\u7684\u538b\u7f29\u5206\u5377\u6587\u4ef6\uff0c\u5f53\u6240\u6709\u6587\u4ef6\u4e0b\u8f7d\u5b8c\u6210\u4e4b\u540e\u89e3\u538b\uff0c\u5e76\u9009\u62e9\u6a21\u578b\uff0c\u7136\u540e\u653e\u5165\u6a21\u578b\u6587\u4ef6\u5939\u4e2d\u3002\u5982\u6709\u7591\u95ee\u8bf7\u4e0b\u62c9\u672c\u9875\u67e5\u770b\u95ee\u7b54\u73af\u8282<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4e00\u952e\u5305 v3.9.1 (2025-02-05\u66f4\u65b0) \u4e0d\u518d\u9ed8\u8ba4\u5b89\u88c51.5B\u6a21\u578b\u4e86<\/h3>\n\n\n\n<p>\u5ea6\u76d8\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1hPbaQrIrH7l8lhcUPy6fjg?pwd=NATH\">https:\/\/pan.baidu.com\/s\/1hPbaQrIrH7l8lhcUPy6fjg?pwd=NATH<\/a> \u63d0\u53d6\u7801\uff1aNATH<\/p>\n\n\n\n<p>\u8c37\u6b4c\uff1a<a href=\"https:\/\/drive.google.com\/file\/d\/1_3ykCvOsJO9w5964I5W0fiyQrmJwEyFG\/view?usp=drive_link\"><\/a><a href=\"https:\/\/drive.google.com\/file\/d\/1zdfai-gSIKgpxXuxZtCIM0-LjunqOqia\/view?usp=drive_link\">https:\/\/drive.google.com\/file\/d\/1zdfai-gSIKgpxXuxZtCIM0-LjunqOqia\/view?usp=drive_link<\/a><\/p>\n\n\n\n<p>\u5185\u5c42\u538b\u7f29\u5305\u89e3\u538b\u5bc6\u7801\u3010NathMath@bilibili#39\u3011<\/p>\n\n\n\n<p>\u522b\u518d\u8bf4UP\u6536\u767e\u5ea6\u94b1\u4e86~ \u53ea\u80fd\u8bf4\u76f8\u6bd4\u4e8e\u67d0\u4e9b\u65e0\u8111\u76d7\u9690\u79c1\u7684\u5e73\u53f0\uff0c\u767e\u5ea6\u826f\u5fc3\u591a\u4e86\u3002<\/p>\n\n\n\n<p><strong>\u66f4\u65b0\u65e5\u5fd7<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>3.9.1 [250206] \u5728\u5ea6\u76d8\u6587\u4ef6\u4e2d\u65b0\u589e\u4e86\u732b\u5a18\u63d0\u793a\u8bcd\uff0c\u5206\u5f00\u7684\u6587\u4ef6\uff1b\u4e00\u952e\u5305\u65e0\u53d8\u5316<\/li>\n\n\n\n<li>3.9.1 [250205] \u4fee\u590d\u4e86Open WebUI\u7684Python\u811a\u672c\u7684\u7edd\u5bf9\u8def\u5f84\u95ee\u9898\uff1b\u66f4\u65b0\u4e86LM Studio\u52303.9\u7248\u672c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u6a21\u578b\u9009\u62e9\u6559\u7a0b\u8bb2\u4e49\u76ee\u5f55\uff082025-02-04\u66f4\u65b0\uff09\u914d\u5408v3.9.x\u98df\u7528<\/strong><\/h3>\n\n\n\n<p>\u5ea6\u76d8\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/15iuReodo6d44IdWVeKD8Yw?pwd=NATH\">https:\/\/pan.baidu.com\/s\/15iuReodo6d44IdWVeKD8Yw?pwd=NATH<\/a> \u63d0\u53d6\u7801\uff1aNATH<\/p>\n\n\n\n<p>\u8c37\u6b4c\uff1a<a href=\"https:\/\/drive.google.com\/file\/d\/1TJHWsNkijeASmTsYu6swroJeTJI1GBp-\/view?usp=drive_link\">https:\/\/drive.google.com\/file\/d\/1TJHWsNkijeASmTsYu6swroJeTJI1GBp-\/view?usp=drive_link<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u53ef\u9009\u914d\u7684\u63a8\u8350\u6a21\u578b<\/h3>\n\n\n\n<p><strong>DeepSeek R1 8B + 32B \u64c5\u957f\u6570\u5b66\u63a8\u7406 + \u79d1\u7814\u63a2\u7d22 + \u903b\u8f91\u63a8\u7406<\/strong><\/p>\n\n\n\n<p>\u5ea6\u76d8\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1XM_s1uOc89A2Cll8Z6l2EQ?pwd=NATH\">https:\/\/pan.baidu.com\/s\/1XM_s1uOc89A2Cll8Z6l2EQ?pwd=NATH<\/a> \u63d0\u53d6\u7801\uff1aNATH<\/p>\n\n\n\n<p><strong>Phi4 \u64c5\u957f\u82f1\u6587\u6587\u672c\u63a8\u7406 + \u6570\u5b66\u63a8\u7406(Phi3.5\u4e5f\u503c\u5f97\u63a8\u8350)<\/strong><\/p>\n\n\n\n<p>\u5ea6\u76d8\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1YWaQdfGjUeOEAFEWoeXHiQ?pwd=NATH\">https:\/\/pan.baidu.com\/s\/1YWaQdfGjUeOEAFEWoeXHiQ?pwd=NATH<\/a> \u63d0\u53d6\u7801\uff1aNATH<\/p>\n\n\n\n<p><strong>Gemma 9B \u64c5\u957f\u901a\u7528\u6587\u672c\u63a8\u7406 + \u6587\u5b66\u7c7b\u6587\u672c\u5199\u4f5c<\/strong><\/p>\n\n\n\n<p>\u5ea6\u76d8\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1nCMAxr_BRyzzbWbNw_BxFA?pwd=NATH\">https:\/\/pan.baidu.com\/s\/1nCMAxr_BRyzzbWbNw_BxFA?pwd=NATH<\/a> \u63d0\u53d6\u7801\uff1aNATH<\/p>\n\n\n\n<p><strong>Smegmma 9B \u64c5\u957f\u4e8c\u6b21\u5143\u98ce\u683c\u7684\u865a\u62df\u89d2\u8272\u626e\u6f14\u5bf9\u8bdd + \u65e0\u9650<\/strong><\/p>\n\n\n\n<p>\u5ea6\u76d8\uff1a\u94fe\u63a5\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1pKzIRIVcATqln4NDRJatsg?pwd=NATH\">https:\/\/pan.baidu.com\/s\/1pKzIRIVcATqln4NDRJatsg?pwd=NATH<\/a> \u63d0\u53d6\u7801\uff1aNATH<\/p>\n\n\n\n<p><strong>\u82b1\u6d3b+\u65e0\u9650\u7684\u63a8\u8350\u6a21\u578b\u5217\u8868\u53c2\u8003\uff08\u6709\u5f88\u591a\uff0c\u8fd9\u91cc\u90fd\u662fUP\u63a8\u8350\u7684\u597d\u7528\u7684\u6a21\u578b\uff09<\/strong><\/p>\n\n\n\n<p>\u5ea6\u76d8\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1_n_-M7KhdExqgw4kdpYqfA?pwd=NATH\">https:\/\/pan.baidu.com\/s\/1_n_-M7KhdExqgw4kdpYqfA?pwd=NATH<\/a> \u63d0\u53d6\u7801\uff1aNATH<\/p>\n\n\n\n<p><strong>\u66f4\u591a\u6a21\u578b\/\u66f4\u591a\u6a21\u578b\u89e3\u8bfb\/\u66f4\u591a\u65e0\u9650\u6a21\u578b\u8bf7\u7a0d\u4f5c\u7b49\u5f85\u3002UP\u4f1a\u4e0d\u65ad\u6d4b\u8bd5\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u5f00\u6e90\u6a21\u578b\u7ad9 &#8211; \u89e3\u9501\u65e0\u9650\u53ef\u80fd<\/h3>\n\n\n\n<p><strong>Hugging Face\u5f00\u6e90\u7ad9\u5b98\u65b9 \u82f1\u6587\u539f\u7248 + \u5f88\u591a\u56e2\u961f\u4f1a\u4e0a\u4f20\u5f00\u6e90\u514d\u8d39\u7684\u5404\u79cd\u6a21\u578b<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/huggingface.co\">https:\/\/huggingface.co<\/a><\/p>\n\n\n\n<p><strong>hf-mirror\u65e0\u9700\u68af\u5b50\u7684\u955c\u50cf\u7ad9 \u8fd9\u4e2a\u7f51\u7ad9\u53ef\u80fd\u4e0d\u592a\u7a33\u5b9a\u4f46\u9002\u7528\u4e8e\u65e0\u68af\u5b50\u7684\u540c\u5b66<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/hf-mirror.com\">https:\/\/hf-mirror.com<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">2) TG\u4ea4\u6d41\u7fa4<\/h1>\n\n\n\n<p>TG\u4ea4\u6d41\u7fa4\u94fe\u63a5\uff0c\u6c38\u4e0d\u8fc7\u671f\uff1a<a href=\"https:\/\/t.me\/+jFxkCc6NDacyYmE5\">https:\/\/t.me\/+jFxkCc6NDacyYmE5<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">3) \u63a8\u8350\u7684\u5b66\u4e60\u8def\u7ebf<\/h1>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u65b0\u7684\u4e16\u754c\uff1a\u90e8\u7f72\u672c\u5730\u5927\u6a21\u578b\u540e\u7aef+\u524d\u7aef<\/h3>\n\n\n\n<p>LM Studio\u90e8\u7f72\uff1a<a href=\"https:\/\/www.bilibili.com\/video\/BV1NGf2YtE8r\/\">https:\/\/www.bilibili.com\/video\/BV1NGf2YtE8r\/<\/a><\/p>\n\n\n\n<p>\u4f7f\u7528\u4e00\u952e\u5305\u90e8\u7f72\uff1a<a href=\"https:\/\/www.bilibili.com\/video\/BV1atfQYQE9P\/\">https:\/\/www.bilibili.com\/video\/BV1atfQYQE9P\/<\/a><\/p>\n\n\n\n<p>\u90e8\u7f72\u7b54\u7591 + \u91cf\u5316\u7cbe\u5ea6\u89e3\u7b54\uff1a<a href=\"https:\/\/www.bilibili.com\/video\/BV1H2FWefEVq\/\">https:\/\/www.bilibili.com\/video\/BV1H2FWefEVq\/<\/a><\/p>\n\n\n\n<p>\u6a21\u578b\u8c03\u4f18\u8ba9\u4f60\u7684\u6a21\u578b2x\u52a0\u901f\uff1a<a href=\"https:\/\/www.bilibili.com\/video\/BV1qoFGepEhL\/\">https:\/\/www.bilibili.com\/video\/BV1qoFGepEhL\/<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u4e0d\u540c\u4efb\u52a1\u7684\u6a21\u578b\u63a8\u8350+\u732b\u5a18\u82b1\u6d3b\u6a21\u578b<\/h3>\n\n\n\n<p>\u4f60\u771f\u68d2\u3002UP\u4f1a\u5728\u672a\u6765\u51e0\u5929\u66f4\u65b0\u4e0d\u540c\u4efb\u52a1\u4e0b\u63a8\u8350\u7684\u6a21\u578b\/\u4f7f\u7528\/\u63d0\u793a\u8bcd\/\u5f15\u5bfc\/\u7ed5\u8fc7\u7ed3\u754c\u7684~\u8fd9\u4e2a\u7cfb\u5217\u5f88\u53ef\u80fd\u4e0d\u4f1a\u592a\u957f\uff0c\u4f46\u4f60\u53ef\u4ee5\u671f\u5f85UP\u4e3b\u81ea\u5df1\u8bad\u7ec3\u7684\u6a21\u578b\u80fd\u6574\u51fa\u4ec0\u4e48\u82b1\u6d3b~<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u672c\u5730\u77e5\u8bc6\u5e93+\u8054\u7f51+\u81ea\u4e3b\u539f\u521b\u7684Nath GUI<\/h3>\n\n\n\n<p>\u731c\u4f60\u60f3\u8981\u642d\u5efa\u672c\u5730\u77e5\u8bc6\u5e93\uff1f\u9664\u4e86\u76f4\u63a5\u4e0a\u4f20\u6587\u6863\uff0cEmbedding\uff0c\u6211\u8fd8\u80fd\u505a\u4e9b\u4ec0\u4e48\uff1f\u563f\uff0cUP\u4e3b\u5f00\u53d1\u4e86\u5168\u65b0\u7684Nath GUI\uff0c\u5979\u80fd\u591f\u8fdb\u884c\u7f51\u9875\u641c\u7d22\/\u76f4\u63a5\u7f51\u9875\u8bfb\u53d6\/\u7f51\u7edc\u6587\u6863\u68c0\u7d22\/\u6784\u5efa\u548c\u8c03\u7528\u4f60\u7684SQLite\/\u5411ChatGPT\u6570\u636e\u5206\u6790\u5de5\u5177\u90a3\u6837\u76f4\u63a5\u4f7f\u7528Python\uff1f\u60f3\u8981\u6210\u4e3a\u4f60\u7684\u6570\u636e\u7684\u4e3b\u4eba\u4e86\u5417~<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. Prompt\u5de5\u7a0b\u8ba9\u4f60\u6210\u4e3a\u6700\u61c2\u4f60\u7684\u6a21\u578b\u7684\u4eba\u2665<\/h3>\n\n\n\n<p>\u8bf7\u60a8\u6301\u7eed\u5173\u6ce8<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u6765\u5427\uff0c\u5f00\u59cb\u8c03\u6559(\u8bad\u7ec3)\u4f60\u7684\u72ec\u5bb6AI\u52a9\u7406\u7684\u5979<\/h3>\n\n\n\n<p>\u8bf7\u60a8\u6301\u7eed\u5173\u6ce8<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">4) \u5e38\u89c1\u95ee\u9898QA<\/h1>\n\n\n\n<p><strong>\u6a21\u578b\u65e0\u6cd5\u6b63\u5e38\u8bc6\u522b\uff1f<\/strong><\/p>\n\n\n\n<p>\u7565\u7565\u7565\uff0c\u6742\u9c7c\u2764~ \u4f60\u80c6\u6562\u8ba9\u672c\u5c0f\u59d0\u4f4f\u8fdb\u9519\u8bef\u7684\u623f\u95f4\u3002\u5982\u679c\u60a8\u7684\u6a21\u578b\u6587\u4ef6\u5939\u9009\u62e9\u7684\u662fC:\\Users\\\u4f60\u7684\u7528\u6237\u540d\\.lmstudio\\models\\\uff0c\u90a3\u4e48\u5fc5\u987b\u5fc5\u628a\u6a21\u578b\u5b58\u653e\u5728\\models\u7684\u4e8c\u7ea7\u5b50\u6587\u4ef6\u5939\u4e2d\uff0c\u610f\u601d\u662f\uff0cgguf\u6587\u4ef6\u5fc5\u987b\u5b58\u653e\u5728\u5982\u540c\u8fd9\u6837\u7684\u76ee\u5f55\uff1aC:\\Users\\\u4f60\u7684\u7528\u6237\u540d\\.lmstudio\\models\\\u6a21\u578b\u63d0\u4f9b\u8005\u540d\\\u6a21\u578b\u81ea\u5df1\u7684\u540d\u79f0\\\u6a21\u578b\u540d\u79f0.gguf<\/p>\n\n\n\n<p><strong>\u66f4\u65b0v3.9\u4e00\u952e\u5305\u4e4b\u540e\u539f\u6765LM 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