{"id":37512,"date":"2025-01-30T02:01:07","date_gmt":"2025-01-29T18:01:07","guid":{"rendered":"https:\/\/17aitech.com\/?p=37512"},"modified":"2025-01-30T02:01:07","modified_gmt":"2025-01-29T18:01:07","slug":"26%e5%b9%b4%e5%89%8d%e8%80%81%e5%b9%b4%e6%9c%ba%e8%b7%91llama2%ef%bc%8c%e6%af%8f%e7%a7%9239%e4%b8%aatoken%ef%bc%9a%e4%bd%a0%e7%9a%84ai-pc%ef%bc%8c%e4%b9%9f%e5%8f%af%e4%bb%a5%e6%98%afwindows-98","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37512","title":{"rendered":"26\u5e74\u524d\u8001\u5e74\u673a\u8dd1Llama2\uff0c\u6bcf\u79d239\u4e2atoken\uff1a\u4f60\u7684AI PC\uff0c\u4e5f\u53ef\u4ee5\u662fWindows 98"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-30-8\" target=\"_blank\">26\u5e74\u524d\u8001\u5e74\u673a\u8dd1Llama2\uff0c\u6bcf\u79d239\u4e2atoken\uff1a\u4f60\u7684AI PC\uff0c\u4e5f\u53ef\u4ee5\u662fWindows 98<\/a><\/p>\n<section>\u8ba9 Llama 2 \u5728 Windows 98 \u5954\u817e 2\uff08Pentium II\uff09\u673a\u5668\u4e0a\u8fd0\u884c\uff0c\u4e0d\u4f46\u6210\u529f\u4e86\uff0c\u8f93\u51fa\u8fbe\u5230 39.31 tok \/ \u79d2\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u53f0 PC \u53ef\u80fd\u6bd4\u4f60\u7684\u5e74\u9f84\u8fd8\u5927\uff0c\u8981\u77e5\u9053\u5b83\u5df2\u7ecf\u662f 26 \u5e74\u524d\u7684\u786c\u4ef6\u4e86\uff0c\u914d\u5907\u82f1\u7279\u5c14\u5954\u817e 2 CPU \u548c 128MB \u7684\u5185\u5b58\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u9879\u76ee\u662f\u4e00\u4e2a\u540d\u4e3a EXO Labs \u7ec4\u7ec7\u7684\u4e00\u6b21\u5927\u80c6\u5c1d\u8bd5\uff0c\u5176\u8bc1\u660e\u4e86\u5982\u679c Llama \u6a21\u578b\u80fd\u5728 26 \u5e74\u524d\u7684\u786c\u4ef6\u4e0a\u8dd1\u901a\uff0c\u90a3\u4e48\u5b83\u53ef\u4ee5\u5728\u4efb\u4f55\u5730\u65b9\u8fd0\u884c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e6b6362586ab942304a01c770ed77e1e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e6b6362586ab942304a01c770ed77e1e.png\"><\/a><\/section>\n<section>\u4e3a\u4e86\u8bc1\u660e\u8fd9\u662f\u771f\u5b9e\u53d1\u751f\u7684\uff0cEXO Labs \u8fd8\u653e\u51fa\u4e86\u4e00\u6bb5\u89c6\u9891\u3002\u89c6\u9891\u663e\u793a\u4e00\u53f0\u53e4\u8001\u7684 350 MHz Elonex \u5954\u817e 2 \u7535\u8111\u542f\u52a8 Windows 98 \u540e\uff0c\u7136\u540e\u542f\u52a8\u4e86\u57fa\u4e8e Andrej Karpathy \u5f00\u53d1\u7684 Llama2.c \u5b9a\u5236\u7684\u7eaf C \u63a8\u7406\u5f15\u64ce\uff0c\u5e76\u8981\u6c42 LLM \u751f\u6210\u4e00\u4e2a\u5173\u4e8e Sleepy Joe \u7684\u6545\u4e8b\u3002<\/section>\n<section><\/section>\n<section>\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u5b83\u6210\u529f\u4e86\uff0c\u6545\u4e8b\u7684\u751f\u6210\u901f\u5ea6\u975e\u5e38\u5feb\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/TRR5yZz5we1ezNuwfIMGjA?token=212908378&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-43876b4071eff94c8739d5d989b0b090.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-43876b4071eff94c8739d5d989b0b090.png\"><\/a><\/a><\/section>\n<section>\u4e0d\u8fc7\uff0c\u4e0a\u8ff0\u4ee4\u4eba\u5927\u5f00\u773c\u754c\u7684\u58ee\u4e3e\u8fdc\u4e0d\u662f EXO Labs \u7684\u6700\u7ec8\u76ee\u6807\u3002\u8fd9\u4e2a\u6709\u70b9\u795e\u79d8\u7684\u7ec4\u7ec7\u4e8e 9 \u6708\u6b63\u5f0f\u6210\u7acb\uff0c\u5176\u4f7f\u547d\u662f\u300c\u8ba9\u4eba\u5de5\u667a\u80fd\u666e\u53ca\u5927\u4f17\u300d\u3002\u8be5\u7ec4\u7ec7\u7531\u725b\u6d25\u5927\u5b66\u7684\u7814\u7a76\u4eba\u5458\u548c\u5de5\u7a0b\u5e08\u7ec4\u6210\u3002\u7b80\u800c\u8a00\u4e4b\uff0cEXO \u8ba4\u4e3a\u5c11\u6570\u51e0\u5bb6\u5927\u516c\u53f8\u63a7\u5236\u4eba\u5de5\u667a\u80fd\u5bf9\u6587\u5316\u3001\u771f\u7406\u548c\u6211\u4eec\u793e\u4f1a\u7684\u5176\u4ed6\u57fa\u672c\u65b9\u9762\u6765\u8bf4\u662f\u4e00\u4ef6\u975e\u5e38\u7cdf\u7cd5\u7684\u4e8b\u60c5\u3002\u56e0\u6b64\uff0cEXO \u5e0c\u671b\u5efa\u7acb\u5f00\u653e\u7684\u57fa\u7840\u8bbe\u65bd\u6765\u8bad\u7ec3\u524d\u6cbf\u6a21\u578b\uff0c\u5e76\u4f7f\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u5728\u4efb\u4f55\u5730\u65b9\u8fd0\u884c\u5b83\u4eec\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u666e\u901a\u4eba\u51e0\u4e4e\u53ef\u4ee5\u5728\u4efb\u4f55\u8bbe\u5907\u4e0a\u8bad\u7ec3\u548c\u8fd0\u884c\u4eba\u5de5\u667a\u80fd\u6a21\u578b \u2014\u2014 \u800c\u8fd9\u4e2a\u75af\u72c2\u7684 Windows 98 \u8fd0\u884c\u5927\u6a21\u578b\u53ea\u662f\u4e00\u4e2a\u6f14\u793a\uff0c\u5c55\u793a\u4e86\u5728\uff08\u4e25\u91cd\uff09\u6709\u9650\u7684\u8d44\u6e90\u4e0b\u6211\u4eec\u53ef\u4ee5\u505a\u4e9b\u4ec0\u4e48\u3002<\/section>\n<section><\/section>\n<section>\u6b63\u5982\u8bfb\u8005\u6240\u6599\uff0cEXO \u8f7b\u800c\u6613\u4e3e\u5730\u4ece eBay \u4e0a\u4e70\u5230\u4e86\u4e00\u53f0\u65e7\u7684 Windows 98 PC \u4f5c\u4e3a\u8be5\u9879\u76ee\u7684\u57fa\u7840\uff0c\u786c\u4ef6\u6709\u4e86\uff0c\u4f46\u4ecd\u6709\u8bb8\u591a\u969c\u788d\u9700\u8981\u514b\u670d\u3002EXO \u89e3\u91ca\u8bf4\uff0c\u5c06\u6570\u636e\u5bfc\u5165\u65e7\u786c\u76d8\u5c31\u662f\u4e00\u9879\u5de8\u5927\u7684\u6311\u6218\uff0c\u56e0\u6b64\u4ed6\u4eec\u53ea\u80fd\u4f7f\u7528\u8001\u5f0f FTP\uff08good old FTP\uff09\u901a\u8fc7\u8fd9\u53f0\u53e4\u8001\u673a\u5668\u7684\u4ee5\u592a\u7f51\u7aef\u53e3\u8fdb\u884c\u6587\u4ef6\u4f20\u8f93\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u66f4\u5927\u7684\u6311\u6218\u662f\u8ba9 Windows 98 \u7f16\u8bd1\u73b0\u4ee3\u4ee3\u7801\u3002\u597d\u5728 EXO \u627e\u5230\u4e86 Andrej Karpathy \u7684 llama2.c \u9879\u76ee\u3002\u501f\u52a9\u6b64\u8d44\u6e90\u548c\u65e7\u7684 Borland C++ 5.02 IDE \u548c\u7f16\u8bd1\u5668\uff08\u52a0\u4e0a\u4e00\u4e9b\u5c0f\u8c03\u6574\uff09\uff0c\u53ef\u4ee5\u5c06\u4ee3\u7801\u5236\u4f5c\u6210\u4e0e Windows 98 \u517c\u5bb9\u7684\u53ef\u6267\u884c\u6587\u4ef6\u5e76\u8fd0\u884c\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/TRR5yZz5we1ezNuwfIMGjA?token=212908378&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-248e5d436c31f790be80297e1a44c282.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-248e5d436c31f790be80297e1a44c282.png\"><\/a><\/a><\/section>\n<section>\u4ee3\u7801\u5df2\u7ecf\u5f00\u6e90\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-364a158986c6005592324dd367ebc3c9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-364a158986c6005592324dd367ebc3c9.png\"><\/a><\/section>\n<section>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/exo-explore\/llama98.c<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8ba9\u5927\u5bb6\u66f4\u597d\u7684\u4e86\u89e3\u8fd9\u9879\u7814\u7a76\uff0cEXO Labs \u8fd8\u4e13\u95e8\u5199\u4e86\u4e00\u7bc7\u535a\u5ba2\uff0c\u901a\u8fc7\u8fd9\u7bc7\u535a\u5ba2\uff0c\u6211\u4eec\u770b\u770b\u5177\u4f53\u5b9e\u73b0\u8fc7\u7a0b\u3002<\/section>\n<section><\/section>\n<section><strong>\u786c\u4ef6\u8bbe\u7f6e<\/strong><\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c\u9700\u8981\u673a\u5668\u672c\u8eab\u3002\u6211\u4eec\u5728 eBay \u4e0a\u4ee5 118.88 \u82f1\u9551\u7684\u4ef7\u683c\u627e\u5230\u4e86\u4e00\u53f0 Windows 98 \u5954\u817e II \u7535\u8111\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-38c05e24da0b3a8bb3a4227e2b135ab2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-38c05e24da0b3a8bb3a4227e2b135ab2.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6211\u5728 eBay \u4e0a\u53d1\u73b0\u4e86\u8fd9\u4e2a\u6cdb\u9ec4\u7684\u4e3b\u673a\uff0c\u4e00\u53f0 Windows 98 \u5954\u817e II\uff0c128MB \u5185\u5b58\uff0c\u552e\u4ef7 118.88 \u82f1\u9551\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u8ba9\u5b83\u4e0e\u73b0\u4ee3\u5916\u56f4\u8bbe\u5907\u4e00\u8d77\u5de5\u4f5c\u662f\u7b2c\u4e00\u4e2a\u6311\u6218\uff0c\u6211\u4eec\u7684 USB \u952e\u76d8\u6216\u9f20\u6807\u90fd\u65e0\u6cd5\u5de5\u4f5c\u3002\u89e3\u51b3\u529e\u6cd5\u662f\u91cd\u65b0\u4f7f\u7528\u4f20\u8bf4\u4e2d\u7684 PS\/2 \u63a5\u53e3\uff0c\u4f46\u6709\u4e00\u4e2a\u95ee\u9898\u8981\u6ce8\u610f\uff1a\u9f20\u6807\u5fc5\u987b\u653e\u5728\u7aef\u53e3 1\uff0c\u952e\u76d8\u653e\u5728\u7aef\u53e3 2\u3002\u53cd\u5411\u914d\u7f6e\u5219\u884c\u4e0d\u901a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a6914be9b691b6dbf51e38565b64bdbf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a6914be9b691b6dbf51e38565b64bdbf.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u80cc\u677f\u5c55\u793a\u4e86 PS\/2 \u7aef\u53e3\u3001\u4e32\u884c\u7aef\u53e3\uff0c\u4ee5\u53ca\u81f3\u5173\u91cd\u8981\u7684\u3001\u540e\u6765\u88ab\u8bc1\u660e\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u4ee5\u592a\u7f51\u7aef\u53e3\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u6587\u4ef6\u4f20\u8f93\uff1a\u56de\u5f52 FTP<\/strong><\/section>\n<section><\/section>\n<section>\u4e0b\u4e00\u4e2a\u6311\u6218\u662f\u5c06\u6587\u4ef6\u4f20\u8f93\u5230\u673a\u5668\u4e0a\u3002\u6211\u4eec\u9700\u8981\u4f20\u8f93\u6a21\u578b\u6743\u91cd\u3001tokenizer \u914d\u7f6e\u548c\u63a8\u7406\u4ee3\u7801\u3002\u73b0\u4ee3\u89e3\u51b3\u65b9\u6848\u90fd\u5931\u8d25\u4e86\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7cfb\u7edf\u65e0\u6cd5\u8bc6\u522b RW \u78c1\u76d8<\/section>\n<\/li>\n<li>\n<section>\u6211\u4eec\u7684 4TB USB \u9a71\u52a8\u5668\u5bf9\u4e8e FAT32 \u683c\u5f0f\u6765\u8bf4\u592a\u5927\u4e86<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u6700\u540e\u6210\u529f\u7684\u662f\u53e4\u8001\u7684 FTP\u3002\u4e8b\u5b9e\u8bc1\u660e\uff0cFTP \u591a\u5e74\u6765\u4e00\u76f4\u4fdd\u6301\u5411\u540e\u517c\u5bb9\u3002\u6211\u4eec\u5728 M4 MacBook Pro \u4e0a\u8fd0\u884c FileZilla FTP \u670d\u52a1\u5668\uff0c\u901a\u8fc7\u4ee5\u592a\u7f51\uff08\u4f7f\u7528 USB-C \u8f6c\u4ee5\u592a\u7f51\u9002\u914d\u5668\uff09\u8fde\u63a5\u5230 Windows 98 \u673a\u5668\uff0c\u8bbe\u7f6e\u9759\u6001 IP\uff0c\u7136\u540e\u5c31\u53ef\u4ee5\u76f4\u63a5\u4ece\u547d\u4ee4\u884c\u4f20\u8f93\u6587\u4ef6\u4e86\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-13c301376c47dbc72128f82c04357a1e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-13c301376c47dbc72128f82c04357a1e.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u4f7f\u7528\u624b\u52a8 IP\uff08192.168.1.1\uff09\u914d\u7f6e MacBook \u7684 USB-C \u4ee5\u592a\u7f51\u9002\u914d\u5668\uff0c\u4ee5\u4fbf\u4e0e Windows 98 \u901a\u4fe1\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u8bbe\u7f6e\u7f51\u7edc\u914d\u7f6e\u540e\uff0c\u6211\u4eec\u9700\u8981\u9a8c\u8bc1\u8fde\u63a5\u3002\u4e00\u4e2a\u7b80\u5355\u7684 ping \u6d4b\u8bd5\u786e\u8ba4\u4e86\u673a\u5668\u4e4b\u95f4\u53ef\u4ee5\u76f8\u4e92\u901a\u4fe1\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-33a405b8c07bf94913a5cce1b1060742.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-33a405b8c07bf94913a5cce1b1060742.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6210\u529f\uff01Windows 98 \u673a\u5668\u4e0e MacBook \u7684\u8fde\u63a5\u5ef6\u8fdf\u5c0f\u4e8e 1 \u6beb\u79d2\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5efa\u7acb\u7f51\u7edc\u8fde\u63a5\u540e\uff0c\u6211\u4eec\u7ec8\u4e8e\u53ef\u4ee5\u4f7f\u7528 FTP \u4f20\u8f93\u6587\u4ef6\u4e86\u3002\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u662f\uff1a\u53ef\u6267\u884c\u6587\u4ef6\u65e0\u6cd5\u8fd0\u884c\uff0c\u76f4\u5230\u6211\u4eec\u53d1\u73b0\u5b83\u4eec\u9700\u8981\u4ee5\u4e8c\u8fdb\u5236\u6a21\u5f0f\u4f20\u8f93\u3002\u89e3\u51b3\u65b9\u6cd5\u5f88\u7b80\u5355\uff0c\u53ea\u9700\u5728 FTP CLI \u4e2d\u8f93\u5165\u300c\u4e8c\u8fdb\u5236\u300d\u5373\u53ef\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-9b4a5c4987943af1d53cff8d71a651d1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-9b4a5c4987943af1d53cff8d71a651d1.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u901a\u8fc7 FTP \u4ee5\u4e8c\u8fdb\u5236\u6a21\u5f0f\u4f20\u8f93 stories260K.bin \u6a21\u578b\u6587\u4ef6\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u7f16\u8bd1\u6311\u6218<\/strong><\/section>\n<section><\/section>\n<section>\u5728 Windows 98 \u4e0b\u7f16\u8bd1\u73b0\u4ee3\u4ee3\u7801\u975e\u5e38\u68d8\u624b\u3002\u6211\u4eec\u9996\u5148\u5c1d\u8bd5\u4e86 mingw\uff0c\u636e\u8bf4\u5b83\u53ef\u4ee5\u4e3a Windows 98\/Pentium II \u7f16\u8bd1\u73b0\u4ee3 C++\u3002\u7ed3\u679c\u5374\u8d70\u5165\u4e86\u6b7b\u80e1\u540c \u2014 \u53ef\u80fd\u662f\u7531\u4e8e CMOV \u6307\u4ee4\u4e0d\u652f\u6301\u5954\u817e Pro \u4e4b\u524d\u7684\u7248\u672c\u3002<\/section>\n<section><\/section>\n<section>\u4e8e\u662f\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u8001\u5f0f\u7684\u65b9\u6cd5\uff1aBorland C++ 5.02 \u662f\u4e00\u6b3e\u6709 26 \u5e74\u5386\u53f2\u7684\u96c6\u6210\u5f00\u53d1\u73af\u5883\u548c\u7f16\u8bd1\u5668\uff0c\u53ef\u76f4\u63a5\u5728 Windows 98 \u4e0a\u8fd0\u884c\u3002\u552f\u4e00\u7684\u95ee\u9898\u662f\u5b83\u652f\u6301\u7684\u662f\u975e\u5e38\u8001\u7684 C\/C++ \u7248\u672c\u3002\u73b0\u4ee3 C++ \u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u4f46\u51e0\u5341\u5e74\u6765 C \u8bed\u8a00\u7684\u53d8\u5316\u5374\u5c11\u5f97\u60ca\u4eba\u3002C \u8bed\u8a00\u6700\u5927\u7684\u53d8\u5316\u662f\u5728 1999 \u5e74\uff08C99\uff09\uff0c\u6240\u4ee5\u5f88\u9057\u61be\u6211\u4eec\u9519\u8fc7\u4e86\u3002\u65e7\u7248 C \u7684\u4e3b\u8981\u9650\u5236\u662f\u4e0d\u80fd\u300c\u968f\u5904\u58f0\u660e\u300d\u53d8\u91cf\uff0c\u6240\u6709\u53d8\u91cf\u90fd\u5fc5\u987b\u5728\u51fd\u6570\u7684\u5f00\u59cb\u90e8\u5206\u58f0\u660e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-855e276f0d9836db1c2b0194cfa14940.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-855e276f0d9836db1c2b0194cfa14940.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Borland C++ 5.02\uff0c\u4e00\u6b3e\u6709 26 \u5e74\u5386\u53f2\u7684\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff0c\u4ecd\u7136\u80fd\u591f\u5b8c\u6210\u4efb\u52a1\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>Karpathy \u6551\u573a<\/strong><\/section>\n<section><\/section>\n<section>\u8fd9\u8ba9\u6211\u4eec\u60f3\u5230\u4e86 Andrej Karpathy \u7684 llama2.c\uff1a700 \u884c\u7eaf C \u8bed\u8a00\uff0c\u53ef\u4ee5\u5728\u5177\u6709 Llama 2 \u67b6\u6784\u7684\u6a21\u578b\u4e0a\u8fd0\u884c\u63a8\u7406\u3002\u975e\u5e38\u5b8c\u7f8e\uff0c\u4f46\u4e3a\u4e86\u5728\u5954\u817e II \u4e0a\u8fd0\u884c Win98\uff0c\u5b83\u4ecd\u7136\u9700\u8981\u4e00\u4e9b\u8c03\u6574\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7528\u300cDLONGWORD\u300d\u4ee3\u66ff\u300clong long\u300d\uff08\u4f7f\u7528\u7c7b\u578b\u5b9a\u4e49\uff09\uff1b<\/section>\n<\/li>\n<li>\n<section>\u5c06\u6240\u6709\u53d8\u91cf\u58f0\u660e\u79fb\u81f3\u51fd\u6570\u8d77\u59cb\u5904\uff1b<\/section>\n<\/li>\n<li>\n<section>\u7b80\u5316\u4e86\u4ece\u78c1\u76d8\u5230\u5185\u5b58\u7684\u52a0\u8f7d\uff08\u5185\u5b58\u6620\u5c04\u4f1a\u5bfc\u81f4 SEGFAULTS\uff09\uff1b<\/section>\n<\/li>\n<li>\n<section>\u901a\u8fc7\u7528 GetTickCount () \u4ee3\u66ff clock_gettime \u4fee\u590d\u4e86\u65f6\u95f4\u6233\u95ee\u9898\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u672c\u9879\u76ee\u7684\u4ee3\u7801\u53ef\u5728 GitHub \u4e0a\u7684 llama98.c \u83b7\u53d6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-10987bc518b6b5fa6cb39b420258f250.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-10987bc518b6b5fa6cb39b420258f250.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u6210\u529f\uff01\u5728 Windows 98 \u4e0a\u8fd0\u884c\u7684 260K \u53c2\u6570 Llama \u6a21\u578b\u751f\u6210\u4e86\u4e00\u4e2a\u5173\u4e8e Sleepy Joe \u7684\u6545\u4e8b\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u7ec8\u4e8e\u8ba9\u5b83\u5de5\u4f5c\u4e86\uff01\u4ee5\u4e0b\u662f\u6211\u4eec\u5b9e\u73b0\u7684\u7ed3\u679c\uff0c\u5b8c\u5168\u5728 Pentium II CPU \u4e0a\u8fd0\u884c\uff0c\u65e0\u9700 GPU\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0f9e0da4b3f7dde2bc284035f0ba8ee1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0f9e0da4b3f7dde2bc284035f0ba8ee1.png\"><\/a><\/section>\n<section><em><sup>Llama 3.2 1B \u7684\u7ed3\u679c\u662f\u57fa\u4e8e\u8fd0\u884c\u9002\u5408\u5185\u5b58\u7684\u6a21\u578b\u788e\u7247\u7684\u57fa\u51c6\u6d4b\u8bd5\u548c\u78c1\u76d8\u8bfb\u53d6\u57fa\u51c6\u6d4b\u8bd5\u5f97\u51fa\u7684\u3002Llama98.c \u6b63\u5728\u901a\u8fc7\u5378\u8f7d\u529f\u80fd\u8fdb\u884c\u6269\u5c55\uff0c\u4ee5\u8fd0\u884c\u66f4\u5927\u7684\u6a21\u578b\u6765\u8fdb\u884c\u5b9e\u9645\u6d4b\u8bd5\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u867d\u7136\u6ca1\u6709\u8fbe\u5230 ChatGPT \u7684\u901f\u5ea6\uff0c\u4f46\u8ba9\u4efb\u4f55\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5728\u4e8c\u5341\u591a\u5e74\u524d\u7684 CPU \u786c\u4ef6\u4e0a\u8fd0\u884c\uff0c\u90fd\u662f\u671d\u7740\u6211\u4eec\u7684\u4f7f\u547d\u8fc8\u51fa\u7684\u91cd\u8981\u4e00\u6b65\u3002\u5728\u6b64\u7279\u522b\u611f\u8c22 Chris Wellons \u5173\u4e8e\u5982\u4f55\u5728 Windows 98 \u4e0a\u8fd0\u884c C++ \u7684\u7cbe\u5f69\u535a\u6587\u3002<\/section>\n<section><\/section>\n<section><strong>\u672a\u6765\uff1aBitNet \u53ca\u5176\u4ed6<\/strong><\/section>\n<section><\/section>\n<section>BitNet \u662f\u524d\u6cbf\u6a21\u578b\u771f\u6b63\u53ef\u4ee5\u5728\u4efb\u4f55\u786c\u4ef6\u4e0a\u8fd0\u884c\u7684\u4e00\u4e2a\u524d\u666f\u5e7f\u9614\u7684\u65b9\u5411\u3002BitNet \u662f\u4e00\u79cd\u4f7f\u7528\u4e09\u5143\u6743\u91cd\u7684 transformer \u67b6\u6784\uff0c\u6bcf\u4e2a\u6743\u91cd\u53ea\u80fd\u662f 0\u3001-1 \u6216 1\uff0c\u6bcf\u4e2a\u6743\u91cd\u53ea\u9700\u8981 1.58 \u6bd4\u7279\uff08log\u2082(3) \u2248 1.58\uff09\u3002\u8fd9\u4e00\u7b80\u5355\u7684\u53d8\u5316\u5177\u6709\u91cd\u5927\u610f\u4e49\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-07f62bfb941718e114191e869edbd339.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-07f62bfb941718e114191e869edbd339.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Matmul \u53d8\u6210\u4e86\u5177\u6709\u4e09\u5143\u6743\u91cd\u7684\u52a0\u6cd5\uff08Ma et al. 2024\uff09\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u7531\u4e8e\u4e58\u4ee5 0 \u662f\u7701\u7565\uff0c\u4e58\u4ee5 1 \u662f\u52a0\u6cd5\uff0c\u800c\u4e58\u4ee5 &#8211; 1 \u662f\u51cf\u6cd5\uff0c\u56e0\u6b64\u6240\u6709\u5e38\u89c1\u7684\u77e9\u9635\u4e58\u6cd5\u90fd\u53d8\u6210\u4e86\u52a0\u6cd5\u548c\u51cf\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\u663e\u800c\u6613\u89c1\u7684\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u4e00\u4e2a 7B \u53c2\u6570\u7684 BitNet \u6a21\u578b\u53ea\u9700\u8981 1.38GB \u7684\u5b58\u50a8\u7a7a\u95f4\uff0c\u5c0f\u5230\u8db3\u4ee5\u5b89\u88c5\u5728\u5927\u591a\u6570\u786c\u4ef6\u4e0a\uff0c\u751a\u81f3\u662f\u51e0\u5341\u5e74\u524d\u7684 PC\uff08\u6211\u4eec\u4f7f\u7528\u7684 PC \u53ea\u6709 1.6GB \u7684\u786c\u76d8\u9a71\u52a8\u5668\uff09\uff1b<\/section>\n<\/li>\n<li>\n<section>CPU \u4f18\u5148\uff1a\u5fae\u8f6f\u7684 BitCPP \u5728 M2 Ultra CPU \u4e0a\u6bcf\u79d2\u53ef\u751f\u6210 52 \u4e2a token\uff0c\u5728\u82f1\u7279\u5c14 i7 \u4e0a\u6bcf\u79d2\u53ef\u751f\u6210 18 \u4e2a token\uff1b<\/section>\n<\/li>\n<li>\n<section>\u66f4\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u662f\uff1a100B \u53c2\u6570\u7684 BitNet \u53ef\u5728\u5355\u4e2a CPU \u4e0a\u4ee5\u4eba\u7c7b\u8bfb\u53d6\u901f\u5ea6\uff085-7 \u4e2a token \/ \u79d2\uff09\u8fd0\u884c\uff1b<\/section>\n<\/li>\n<li>\n<section>\u8282\u80fd\uff1a\u6bd4\u5168\u7cbe\u5ea6\u6a21\u578b\u8282\u80fd 50% \u4ee5\u4e0a\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728 EXO\uff0c\u6211\u4eec\u7814\u7a76\u4e09\u5143\u6a21\u578b\u5df2\u7ecf\u6709\u4e00\u6bb5\u65f6\u95f4\u4e86\u30022024 \u5e74 4 \u6708\uff0c\u6211\u4eec\u53d1\u5e03\u4e86\u5728\u82f9\u679c\u82af\u7247\u4e0a\u9ad8\u6548\u8fd0\u884c\u7684 MLX-BitNet\u3002\u5728 2024 \u5e74\u7684 ICML \u4f1a\u8bae\u4e0a\uff0c\u6211\u4eec\u9996\u6b21\u5c55\u793a\u4e86\u7528\u4e8e\u86cb\u767d\u8d28\u8bed\u8a00\u5efa\u6a21\u7684 BitNet \u5b9e\u73b0\uff0c\u5e76\u6b63\u5728\u5f00\u53d1\u7528\u4e8e\u86cb\u767d\u8d28\u5efa\u6a21\u7684\u66f4\u5927 BitNet \u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u867d\u7136\u76ee\u524d\u8fd8\u6ca1\u6709\u5927\u578b\u5f00\u6e90 BitNet \u6a21\u578b\uff0c\u4f46\u6211\u4eec\u76f8\u4fe1\u4e09\u5143\u6a21\u578b\u662f\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u3002\u6211\u4eec\u8ba1\u5212\u5728 2025 \u5e74\u8bad\u7ec3\u4e00\u4e2a\u4e09\u5143\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section><strong>\u7136\u540e\u5462\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u5e0c\u671b\u770b\u5230\u66f4\u591a\u7684\u52aa\u529b\u96c6\u4e2d\u4e8e\u5728\u65e7\u786c\u4ef6\u4e0a\u8fd0\u884c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002\u4ece\u4f18\u5316\u5185\u5b58\u4f7f\u7528\u5230\u63a2\u7d22\u80fd\u5728\u6709\u9650\u786c\u4ef6\u4e0a\u9ad8\u6548\u8fd0\u884c\u7684\u65b0\u67b6\u6784\uff0c\u90fd\u6709\u5927\u91cf\u5de5\u7a0b\u5de5\u4f5c\u8981\u505a\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u4f60\u5bf9\u5728\u65e7\u786c\u4ef6\uff08\u5982\u65e7 Mac\u3001Gameboy\u3001\u6469\u6258\u7f57\u62c9\u624b\u673a\uff0c\u751a\u81f3\u65e7 Raspberry Pi\uff09\u4e0a\u8fd0\u884c\u6a21\u578b\u611f\u5174\u8da3\uff0c\u8bf7\u67e5\u770b\u4ee3\u7801\u5e76\u52a0\u5165\u6211\u4eec\u7684 Discord #retro 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