{"id":786129,"date":"2026-05-25T12:43:42","date_gmt":"2026-05-25T04:43:42","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=786129"},"modified":"2026-05-25T12:43:42","modified_gmt":"2026-05-25T04:43:42","slug":"%e5%b0%86600%e4%ba%bf%e5%8f%82%e6%95%b0%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%a3%85%e8%bf%9b%e6%89%8b%e6%9c%ba%e7%9a%84%e7%93%b6%e9%a2%88%ef%bc%8c%e7%bb%88%e4%ba%8e%e8%a2%ab%e4%b8%ad%e5%9b%bdai%e5%85%ac","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=786129","title":{"rendered":"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86"},"content":{"rendered":"

\"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86\"<\/p>\n

\u4e00\u4e2a 8B \u53c2\u6570\u7684\u5927\u6a21\u578b\uff0c\u901a\u5e38\u9700\u8981\u7ea6 16GB \u663e\u5b58\u3002\u53c2\u6570\u8d8a\u591a\uff0c\u8d8a\u5403\u663e\u5b58\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\uff0c\u5185\u5b58\u4ef7\u683c\u4e00\u5929\u6bd4\u4e00\u5929\u9ad8\u3002<\/p>\n

\u73b0\u5728\uff0c\u6709\u4e00\u79cd\u65b9\u6cd5\uff0c\u53ef\u4ee5\u7701\u4e0b 6 \u500d\u663e\u5b58\uff0c\u5374\u51e0\u4e4e\u4e0d\u635f\u8017\u6a21\u578b\u6027\u80fd\u3002<\/strong><\/p>\n

\u8fc7\u53bb\u4e24\u5e74\uff0c\u56f4\u7ed5\u8fd9\u4e2a\u770b\u4f3c\u6781\u7aef\u7684\u601d\u8def\uff0c\u4e00\u6761\u5168\u7403\u6027\u7684\u6280\u672f\u7ade\u8d5b\u6b63\u5728\u6210\u578b\u3002\u800c\u5c31\u5728\u8fd9\u6761\u8d5b\u9053\u4e0a\uff0c\u4e00\u4e2a\u5b8c\u5168\u57fa\u4e8e\u56fd\u4ea7\u7b97\u529b\u7684\u65b9\u6848\uff0c\u521a\u521a\u7ed9\u51fa\u4e86\u81ea\u5df1\u7684\u7b2c\u4e00\u4e2a\u56de\u7b54\u3002<\/p>\n

\u6a21\u578b\u88ab\u538b\u5230\u4e86\u4e0d\u5230 3B\uff0c\u540c\u65f6\uff0c\u80fd\u529b\u5374\u53ef\u4ee5\u4fdd\u7559 97%\uff0c\u751a\u81f3\u66f4\u8fdb\u4e00\u6b65\uff0c\u5982\u679c\u7ed3\u5408 MoE \u67b6\u6784\uff0c\u672a\u6765\u53ef\u4ee5\u76f4\u63a5\u5728\u4e00\u90e8 8GB \u5185\u5b58\u7684\u624b\u673a\uff0c\u8fd0\u884c 600 \u4ebf\u53c2\u6570\u7684\u5927\u6a21\u578b\u3002<\/p>\n

\u542c\u4e0a\u53bb\u532a\u5937\u6240\u601d\uff0c\u600e\u4e48\u505a\u5230\u7684\uff1f<\/p>\n

\u4e09\u4e2a\u503c\uff0c\u80fd\u8dd1\u5927\u6a21\u578b\u5417<\/strong><\/p>\n

\u4f20\u7edf\u5927\u6a21\u578b\u7528\u975e\u5e38\u7cbe\u786e\u7684\u6570\u5b57\u5b58\u50a8\uff0c\u610f\u5473\u7740\u6bcf\u4e2a\u6743\u91cd\u53ef\u4ee5\u53d6\u51e0\u4e07\u79cd\u4e0d\u540c\u7684\u6570\u503c\uff0c\u7cbe\u5ea6\u5f88\u9ad8\uff0c\u4f46\u4e5f\u5f88\u5360\u5185\u5b58\u3002\u4e09\u503c\u91cf\u5316\u662f\u4e00\u4e2a\u6781\u7aef\u7684\u53cd\u5411\u64cd\u4f5c\uff1a\u76f4\u63a5\u628a\u53ef\u9009\u7684\u6570\u503c\u4ece\u51e0\u4e07\u79cd\u780d\u5230\u4e09\u79cd\u3002\u6280\u672f\u4e0a\uff0c\u8fd9\u88ab\u79f0\u4e3a 1.58-bit\uff0c\u56e0\u4e3a\u7f16\u7801\u4e09\u4e2a\u503c\u6070\u597d\u9700\u8981\u7ea6 1.58 \u4e2a\u4e8c\u8fdb\u5236\u4f4d\u3002<\/p>\n

\u8fd9\u4e2a\u538b\u7f29\u6709\u591a\u6781\u7aef\uff1f\u6253\u4e2a\u6bd4\u65b9\uff1a\u5982\u679c\u4f20\u7edf\u5927\u6a21\u578b\u7684\u6743\u91cd\u662f\u4e00\u5e45\u5168\u5f69\u7167\u7247\uff0c\u4e09\u503c\u91cf\u5316\u5c31\u662f\u628a\u5b83\u538b\u6210\u53ea\u6709\u9ed1\u3001\u767d\u3001\u7070\u4e09\u8272\u7684\u6781\u7b80\u56fe\u5f62\u3002<\/strong><\/p>\n

\u76f4\u89c9\u4e0a\u4f60\u4f1a\u89c9\u5f97\u8fd9\u5fc5\u7136\u635f\u5931\u60e8\u91cd\u3002\u4f46\u8fc7\u53bb\u4e24\u5e74\u7684\u7814\u7a76\u53cd\u590d\u8bc1\u660e\uff0c\u6a21\u578b\u6743\u91cd\u91cc\u5b58\u5728\u5927\u91cf\u5197\u4f59\u4fe1\u606f\u3002\u4e09\u4e2a\u503c\uff0c\u5982\u679c\u5206\u914d\u5f97\u5f53\uff0c\u8db3\u4ee5\u627f\u8f7d\u7edd\u5927\u90e8\u5206\u7684\u6a21\u578b\u80fd\u529b\u3002<\/strong><\/p>\n

\"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86\"<\/p>\n

\u8fd9\u4e0d\u662f\u4e00\u4e2a\u65b0\u6982\u5ff5\u30022024 \u5e74\uff0c\u5fae\u8f6f<\/a>\u7814\u7a76\u9662\u53d1\u5e03\u4e86 BitNet b1.58\uff0c\u7b2c\u4e00\u6b21\u7cfb\u7edf\u8bba\u8bc1\u4e86\u4e09\u503c\u5927\u6a21\u578b\u53ef\u4ee5\u903c\u8fd1\u5168\u7cbe\u5ea6\u6a21\u578b\u7684\u6027\u80fd\u3002\u5fae\u8f6f\u968f\u540e\u5728\u53bb\u5e74\u8fdb\u4e00\u6b65\u53d1\u5e03\u4e86 BitNet b1.58 2B4T\uff0c\u4e00\u4e2a 20 \u4ebf\u53c2\u6570\u30014 \u4e07\u4ebf token \u8bad\u7ec3\u7684\u5f00\u6e90\u4e09\u503c\u6a21\u578b\u3002\u4e0a\u4e2a\u6708\uff0c\u7f8e\u56fd<\/a>\u516c\u53f8 PrismML \u53d1\u5e03\u4e86 Ternary Bonsai \u7cfb\u5217\uff0c\u5ba3\u79f0\u662f\u9996\u6279\u5546\u4e1a\u53ef\u7528\u7684 1.58-bit \u6a21\u578b\u3002<\/p>\n

\"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86\"<\/p>\n

\u25b2<\/p>\n

\u4e0a\uff1aLlama FP16\u67b6\u6784\uff0c\u4e0b\uff1a\u5fae\u8f6f\u7814\u7a76\u9662\u5f00\u53d1\u7684BitNet\u67b6\u6784<\/p>\n

\u5b66\u672f\u754c\u4e5f\u540c\u6837\u5728\u8ddf\u8fdb\uff1aTequila \u63d0\u51fa\u4e86\u89e3\u51b3\u4e09\u503c\u91cf\u5316\u4e2d\u300c\u6b7b\u6743\u91cd\u9677\u9631\u300d\u7684\u65b0\u65b9\u6cd5\uff0cTernaryLM \u63a2\u7d22\u4e86\u4ece\u96f6\u5f00\u59cb\u7684\u539f\u751f\u4e09\u503c\u8bad\u7ec3\u3002<\/p>\n

\u4e00\u6761\u5168\u7403\u8d5b\u9053\u6b63\u5728\u6210\u578b\u3002\u4f46\u6709\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u59cb\u7ec8\u6ca1\u6709\u88ab\u56de\u7b54\uff1a<\/p>\n

\u4e09\u503c\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u80fd\u5728\u56fd\u4ea7\u7b97\u529b\u4e0a\u8dd1\u901a\u5417\uff1f<\/strong><\/p>\n

\u6607\u817e\u4e0a\u7684\u7b2c\u4e00\u6b21<\/strong><\/p>\n

\u8fd9\u4e00\u6b21\uff0c\u5728\u534e\u4e3a<\/a>\u9cb2\u9e4f\u6607\u817e\u5f00\u53d1\u8005\u5927\u4f1a\uff08KADC 2026\uff09\u4e0a\uff0c\u9762\u58c1\u667a\u80fd\u7ed9\u51fa\u4e86\u7b54\u6848\u3002<\/p>\n

BitCPM-CANN \u662f\u9762\u58c1\u667a\u80fd\u8054\u5408\u6e05\u534e\u5927\u5b66\u3001OpenBMB \u5f00\u6e90\u793e\u533a\u53d1\u5e03\u7684\u4e09\u503c\u5927\u6a21\u578b\u7cfb\u5217\u3002\u5b83\u7684\u610f\u4e49\u4e0d\u4ec5\u5728\u4e8e\u300c\u53c8\u53d1\u4e86\u4e00\u4e2a\u4e09\u503c\u6a21\u578b\u300d\u3002\u5728\u5168\u7403\u8d5b\u9053\u4e0a\uff0cBitCPM-CANN \u505a\u5230\u4e86\u4e09\u4e2a\u6b64\u524d\u6ca1\u6709\u4eba\u505a\u5230\u7684\u4e8b\u60c5\u3002<\/p>\n

\u7b2c\u4e00\u6b21\uff0c\u5728\u534e\u4e3a\u6607\u817e\u4e0a\u7aef\u5230\u7aef\u5b8c\u6210\u4e09\u503c\u5927\u6a21\u578b\u8bad\u7ec3\u3002\u6b64\u524d\u6240\u6709\u516c\u5f00\u7684\u4e09\u503c\u6a21\u578b\u8bad\u7ec3\u90fd\u5728 NVIDIA GPU \u4e0a\u5b8c\u6210\u3002\u56fd\u4ea7\u82af\u7247<\/a>\u9635\u8425\u7b2c\u4e00\u6b21\u62e5\u6709\u4e86\u81ea\u5df1\u7684\u4e09\u503c\u8bad\u7ec3\u80fd\u529b\u3002<\/p>\n

\u7b2c\u4e00\u6b21\uff0c\u4e00\u6b21\u6027\u628a\u89c4\u6a21\u63a8\u5230 8B\u3002\u6b64\u524d\u6607\u817e\u4e0a\u7684\u4f4e\u6bd4\u7279\u8bad\u7ec3\u505c\u7559\u5728\u8f83\u5c0f\u89c4\u6a21\u7684\u9a8c\u8bc1\u9636\u6bb5\u3002BitCPM-CANN \u76f4\u63a5\u53d1\u5e03\u4e86 0.5B\u30011B\u30013B\u30018B \u56db\u4e2a\u6863\u4f4d\uff0c\u8986\u76d6\u4ece\u624b\u673a\u5230 PC \u7684\u5b8c\u6574\u7aef\u4fa7\u573a\u666f\u3002<\/p>\n

\u7b2c\u4e00\u6b21\uff0c\u5b9e\u73b0\u4e86\u4e0e\u5168\u7cbe\u5ea6\u6a21\u578b\u7684\u5b8c\u6574\u5bf9\u7167\u8bc4\u6d4b\u300211 \u9879\u4efb\u52a1\u3001\u56db\u5927\u7c7b\u8bc4\u6d4b\uff08\u5e38\u8bc6\u3001\u9605\u8bfb\u7406\u89e3\u3001\u5b66\u79d1\u77e5\u8bc6\u3001\u6570\u5b66\u63a8\u7406\uff09\uff0c1B \u5230 8B \u6863\u4f4d\u7684\u80fd\u529b\u4fdd\u7559\u7387\u5728 95.7%\u5230 97.2%\u4e4b\u95f4\u3002<\/p>\n

97.2%\u7684\u80fd\u529b\u4fdd\u7559\u7387\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u5728 ARC\u3001CMMLU\u3001GSM8K \u7b49\u4e3b\u6d41\u8bc4\u6d4b\u4e2d\uff0cBitCPM-CANN \u4e09\u503c\u6a21\u578b\u4e0e\u540c\u5c3a\u5bf8 MiniCPM4 \u5168\u7cbe\u5ea6\u6a21\u578b\u7684\u5dee\u8ddd\uff0c\u5df2\u7ecf\u5c0f\u4e8e\u8bb8\u591a\u5168\u7cbe\u5ea6\u6a21\u578b\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002\u5176\u4e2d\uff0c3B \u6863\u4f4d\u7684\u4fdd\u7559\u7387\u6700\u9ad8\uff0c\u8fbe\u5230 97.2%\u3002<\/p>\n

\u800c\u4e14\uff0c\u8fd9\u4e0d\u53ea\u662f\u8bba\u6587\u91cc\u7684\u6570\u5b57\uff0c\u662f\u80fd\u771f\u6b63\u53ef\u4ee5\u300c\u62ff\u6765\u5c31\u7528\u300d\u7684\u6210\u679c<\/strong>\u3002BitCPM-CANN \u7684\u5168\u90e8\u5c3a\u5bf8\u7248\u672c\u5df2\u7ecf\u5f00\u6e90\uff0c0.5B \u5230 8B \u56db\u4e2a\u6863\u4f4d\u90fd\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d\u590d\u73b0\u3002<\/p>\n

\"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86\"<\/p>\n

\u5bf9\u4e8e\u719f\u6089\u9762\u58c1\u667a\u80fd MiniCPM \u7cfb\u5217\u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0cBitCPM-CANN \u5c31\u662f MiniCPM \u5bb6\u65cf\u7684\u4e09\u503c\u7248\u672c\uff0c\u8fd8\u662f\u4e00\u5957\u751f\u6001\u3002\u5728\u540c\u4e00\u4e2a GitHub \u793e\u533a\uff0c\u5bb6\u65cf\u524d\u8f88\u79ef\u7d2f\u4e86 3 \u4e07\u9897\u661f\u3001Hugging Face \u603b\u4e0b\u8f7d\u91cf\u8d85 3000 \u4e07\u7684\u300c\u5bb6\u4ea7\u300d\uff0c\u73b0\u5728\u751f\u957f\u51fa\u6765\u4e86\u65b0\u7684\u65b9\u5411\u3002<\/strong><\/p>\n

6 \u500d\u663e\u5b58\uff0c\u4ece\u670d\u52a1\u5668\u5230\u624b\u673a\u90fd\u300c\u5403\u5230\u7ea2\u5229\u300d<\/p>\n

\u76f8\u6bd4 BF16 \u5168\u7cbe\u5ea6\u6a21\u578b\uff0cBitCPM-CANN \u8282\u7701\u7ea6 6 \u500d\u663e\u5b58\uff0c\u8fd9\u4e2a\u6570\u5b57\u5f00\u53d1\u8005\u6700\u80fd\u76f4\u63a5\u611f\u77e5\uff1a\u4e00\u4e2a 8B \u53c2\u6570\u7684\u5168\u7cbe\u5ea6\u6a21\u578b\u9700\u8981\u7ea6 16GB \u663e\u5b58\uff0cBitCPM-CANN \u4e09\u503c\u7248\u672c\u4e0d\u5230 3GB\uff0c\u53ef\u4ee5\u6d41\u7545\u8fd0\u884c\u5728\u4e00\u90e8\u624b\u673a\u4e0a\uff0c\u914d\u5408 MoE \u4e0e\u6fc0\u6d3b\u8303\u56f4\u7ea6\u675f\uff0c60B \u89c4\u6a21\u7684\u6a21\u578b\u6709\u671b\u88c5\u5165\u7ec8\u7aef\u8bbe\u5907\u3002<\/p>\n

\u786c\u4ef6\u7aef\u4e5f\u5df2\u7ecf\u51c6\u5907\u597d\u4e86\u3002\u9ad8\u901a<\/a>\u6700\u65b0\u7684\u65d7\u8230\u82af\u7247 8850 \u548c 8397 \u652f\u6301 2-bit \u539f\u751f\u63a8\u7406\uff0cBitCPM-CANN \u63d0\u4f9b\u7684\u6070\u597d\u662f\u53ef\u4ee5\u76f4\u63a5\u5582\u8fdb\u53bb\u7684\u4f4e\u6bd4\u7279\u6743\u91cd\u3002<\/p>\n

\u82af\u7247\u5382\u5546\u7b49\u4f9b\u7ed9\uff0c\u6a21\u578b\u5382\u5546\u7b49\u82af\u7247\uff0c\u73b0\u5728\u4e24\u8fb9\u540c\u65f6\u5230\u4f4d\u4e86\uff0c\u600e\u4e48\u4e0d\u662f\u4e00\u79cd\u300c\u53cc\u5411\u5954\u8d74\u300d\u3002<\/p>\n

\u624b\u673a\u5382\u5546\u5bf9\u7aef\u4fa7\u5927\u6a21\u578b\u7684\u6295\u5165\u4e00\u76f4\u5728\u52a0\u901f\u3002\u4e0a\u5468 Google I\/O \u4e0a\uff0cGemini Intelligence \u5168\u9762\u63a5\u7ba1 Android \u8bbe\u5907\uff0c\u4ece\u624b\u673a\u5230\u624b\u8868\u5230\u8f66\u673a\uff1b\u82f9\u679c<\/a>\u4e5f\u5c06\u5728 6 \u6708 WWDC \u4e0a\u5c55\u793a\u4e0b\u4e00\u4ee3 Apple Intelligence \u7684\u91cd\u5927\u5347\u7ea7\u3002<\/p>\n

\"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86\"<\/p>\n

\u4e24\u5927\u624b\u673a\u64cd\u4f5c\u7cfb\u7edf\u540c\u65f6\u53d1\u529b\uff0c\u5171\u540c\u6307\u5411\u4e00\u4e2a\u73b0\u5b9e\uff1a\u624b\u673a\u7aef\u4fa7\u8981\u8dd1\u8d8a\u6765\u8d8a\u5f3a\u7684 AI\uff0c\u5185\u5b58\u5c31\u662f\u6700\u786c\u7684\u74f6\u9888\u3002\u8c01\u80fd\u7528\u66f4\u5c11\u7684\u5185\u5b58\u8dd1\u66f4\u5f3a\u7684\u6a21\u578b\uff0c\u8c01\u5c31\u638c\u63e1\u4e86\u4e0b\u4e00\u8f6e\u7ade\u4e89\u7684\u4e3b\u52a8\u6743\u3002<\/p>\n

\u5b9e\u9645\u4e0a\uff0c\u5982\u679c\u7ed3\u5408\u6574\u4e2a AI \u4ea7\u4e1a\u6b63\u5728\u7ecf\u5386\u7684\u9635\u75db\uff0c\u4ef7\u503c\u53c8\u4f1a\u66f4\u4e0a\u4e00\u5c42\u697c\uff1a4 \u6708\u65f6\uff0c\u9ad8\u76db<\/a>\u628a\u5168\u5e74 DRAM \u4ef7\u683c\u6da8\u5e45\u9884\u671f\u4e0a\u8c03\u5230 280%\uff0c\u7f8e\u94f6\u9884\u4f30\u5168\u7403 HBM \u5e02\u573a\u5c06\u8fbe\u5230 546 \u4ebf\u7f8e\u5143\u3002<\/p>\n

\"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86\"<\/p>\n

AI \u57fa\u7840\u8bbe\u65bd\u6700\u7d27\u7f3a\u7684\u8d44\u6e90<\/a>\u5c31\u662f\u5185\u5b58\uff0c6 \u500d\u663e\u5b58\u7ea2\u5229\u610f\u5473\u7740\u4e0d\u589e\u52a0\u7269\u7406\u5185\u5b58\uff0c\u5c31\u80fd\u628a\u6a21\u578b\u80fd\u529b\u63d0\u5347\u6570\u500d\u3002\u5728\u5185\u5b58\u6301\u7eed\u6da8\u4ef7\u7684\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e0d\u662f\u4f18\u5316\uff0c\u662f\u521a\u9700\u3002<\/p>\n

\u4e09\u503c\u91cf\u5316\u4e0d\u662f\u300c\u7528\u7cbe\u5ea6\u6362\u5185\u5b58\u300d\u7684\u59a5\u534f\u3002\u5f53 97%\u7684\u80fd\u529b\u88ab\u4fdd\u7559\u4e0b\u6765\u65f6\uff0c\u8bf4\u660e\u4f20\u7edf 16 \u4f4d\u6a21\u578b\u91cc\u5927\u91cf\u7684\u7cbe\u5ea6\u53ef\u80fd\u662f\u5197\u4f59\u7684\u3002\u4e09\u4e2a\u503c\uff0c\u8db3\u4ee5\u627f\u8f7d\u4e00\u4e2a\u5927\u6a21\u578b\u7684\u7edd\u5927\u90e8\u5206\u77e5\u8bc6\u3002<\/strong>\u4f4e\u6bd4\u7279\u4e0d\u518d\u662f\u5de5\u7a0b\u4e0a\u7684\u8282\u7701\u624b\u6bb5\uff0c\u800c\u662f\u4e00\u79cd\u65b0\u7684\u6743\u91cd\u77e5\u8bc6\u627f\u8f7d\u65b9\u5f0f\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u662f\u9762\u58c1\u667a\u80fd\uff0c\u4e3a\u4ec0\u4e48\u662f\u73b0\u5728<\/strong><\/p>\n

\u5f53 AI \u4ece\u4e91\u7aef\u8d70\u5411\u7ec8\u7aef\uff0c\u7aef\u4fa7\u6a21\u578b\u6b63\u5728\u6210\u4e3a\u4e2a\u4eba\u667a\u80fd\u8bbe\u5907\u7684\u6838\u5fc3\u80fd\u529b\u3002\u624b\u673a\u3001\u7535\u8111\u3001\u8f66\u673a\uff0c\u6bcf\u4e00\u4e2a\u8d34\u8fd1\u7528\u6237\u7684\u7ec8\u7aef\u90fd\u5728\u7b49\u4e00\u4e2a\u8db3\u591f\u5c0f\u3001\u8db3\u591f\u5f3a\u3001\u8db3\u591f\u7701\u5185\u5b58\u7684\u6a21\u578b\u3002\u8fd9\u6761\u8d5b\u9053\u7684\u80dc\u8d1f\u624b\uff0c\u4e0d\u4f1a\u662f\u90a3\u4e9b\u53ea\u4f1a\u628a\u6a21\u578b\u505a\u5927\u7684\u56e2\u961f\uff0c\u800c\u662f\u80fd\u628a\u6a21\u578b\u505a\u5c0f\u3001\u505a\u8f7b\u3001\u505a\u5230\u771f\u6b63\u80fd\u8dd1\u8d77\u6765\u7684\u73a9\u5bb6\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u662f\u9762\u58c1\u667a\u80fd\uff0c\u80fd\u5728\u7aef\u4fa7\u5927\u6a21\u578b\u8fd9\u6761\u8def\u4e0a\uff0c\u4e00\u76f4\u8d70\u5728\u524d\u6cbf\uff1f\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\u4e0d\u5728 BitCPM-CANN \u672c\u8eab\uff0c\u800c\u5728\u8fd9\u5bb6\u516c\u53f8\u8fc7\u53bb\u51e0\u5e74\uff0c\u4e00\u76f4\u5728\u505a\u7684\u4e00\u4ef6\u770b\u8d77\u6765\u6709\u4e9b\u300c\u4e0d\u5408\u7fa4\u300d\u7684\u4e8b\u3002<\/p>\n

\u9762\u58c1\u667a\u80fd\u4ece\u6210\u7acb\u4e4b\u521d\u5c31\u62bc\u6ce8\u6548\u7387\uff0c\u5728\u56fd\u5185\u5927\u591a\u6570\u56e2\u961f\u8ffd\u9010\u66f4\u5927\u6a21\u578b\u7684\u65f6\u5019\uff0c\u4ed6\u4eec\u82b1\u4e86\u5927\u91cf\u65f6\u95f4\u505a\u5e95\u5c42\u8bad\u7ec3\u6846\u67b6 BM-Train\uff0c\u89e3\u51b3\u300c\u600e\u4e48\u7528\u66f4\u5c11\u7684\u8d44\u6e90\uff0c\u8bad\u51fa\u8db3\u591f\u597d\u7684\u6a21\u578b\u300d<\/strong>\uff0c\u8fd9\u5957\u57fa\u7840\u8bbe\u65bd\u79ef\u7d2f\u662f\u540e\u6765\u4e00\u5207\u7684\u8d77\u70b9\u3002<\/p>\n

\u5728 1.58-bit \u65b9\u5411\u4e0a\uff0c\u9762\u58c1\u667a\u80fd\u7684\u5224\u65ad\u65e9\u4e8e\u884c\u4e1a\u5171\u8bc6\u3002\u8bb8\u591a\u6570\u56e2\u961f\u8fd8\u5728\u72b9\u8c6b\u6781\u4f4e\u6bd4\u7279\u662f\u5426\u53ef\u884c\u65f6\uff0c\u9762\u58c1\u667a\u80fd\u5c31\u9009\u5b9a\u4e86\u8fd9\u6761\u8def\u7ebf\uff0c\u5148\u5728 GPU \u4e0a\u8dd1\u901a\u4e86\u5b8c\u6574\u7684\u8bad\u7ec3\u6d41\u7a0b\u548c\u65b9\u6cd5\u8bba\uff0c\u518d\u6574\u4f53\u8fc1\u79fb\u5230\u6607\u817e\u5e73\u53f0\u4e0a<\/strong>\u3002\u53ef\u4ee5\u8bf4\uff0cBitCPM-CANN \u4e0d\u662f\u628a\u4e00\u4e2a\u6a21\u578b\u79fb\u690d\u5230\u4e86\u56fd\u4ea7\u82af\u7247\u4e0a\uff0c\u800c\u662f\u628a\u4e00\u6574\u5957\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u8bad\u7ec3\u65b9\u6cd5\u3001\u6548\u7387\u8def\u7ebf\u548c\u5de5\u7a0b\u4f53\u7cfb\uff0c\u642c\u8fdb\u4e86\u56fd\u4ea7\u7b97\u529b\u7684\u5e95\u5ea7\u3002<\/p>\n

\u5728\u6a21\u578b\u5c42\u9762\uff0c\u9762\u58c1\u667a\u80fd\u7684\u7aef\u4fa7\u6a21\u578b MiniCPM \u7cfb\u5217\u5728 GitHub \u4e0a\u79ef\u7d2f\u4e86\u8d85\u8fc7 3 \u4e07\u9897\u661f\uff0cHugging Face \u5f00\u6e90\u603b\u4e0b\u8f7d\u91cf\u8d85\u8fc7 3000 \u4e07\uff0c\u662f\u7aef\u4fa7\u5927\u6a21\u578b\u9886\u57df\u6700\u53d7\u6b22\u8fce\u7684\u4e2d\u56fd\u5f00\u6e90\u6a21\u578b\u5bb6\u65cf\u3002<\/p>\n

\"\u5c06600\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u88c5\u8fdb\u624b\u673a\u7684\u74f6\u9888\uff0c\u7ec8\u4e8e\u88ab\u4e2d\u56fdAI\u516c\u53f8\u7a81\u7834\u4e86\"<\/p>\n

BitCPM-CANN \u6b63\u662f MiniCPM \u5bb6\u65cf\u5411\u4e09\u503c\u91cf\u5316\u7684\u5ef6\u4f38\uff0c\u8fdc\u4e0d\u6b62\u4e00\u4e2a\u5c55\u793a\u6027\u7684\u300cPPT \u6a21\u578b\u300d\uff0c\u662f\u4e00\u4e2a\u771f\u6b63\u53ef\u590d\u7528\u7684\u5de5\u7a0b\u5730\u57fa\u3002\u5b83\u80cc\u540e\u7684\u8bad\u7ec3\u94fe\u8def\u5df2\u7ecf\u88ab\u6c89\u6dc0\u4e3a\u6607\u817e\u4f4e\u6bd4\u7279\u8bad\u7ec3\u7684\u57fa\u7840\u8bbe\u65bd<\/strong>\uff0c\u540e\u7eed\u6240\u6709\u60f3\u5728\u6607\u817e\u4e0a\u505a\u4f4e\u6bd4\u7279\u8bad\u7ec3\u7684\u56e2\u961f\uff0c\u90fd\u53ef\u4ee5\u5728\u540c\u4e00\u5957\u5e95\u5ea7\u4e0a\u8d77\u6b65\u3002<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cBitCPM-CANN \u8fd8\u5728\u534e\u4e3a\u6607\u817e\u4e0a\u5b8c\u6210\u4e86\u7aef\u5230\u7aef\u7684\u4e09\u503c\u8bad\u7ec3\uff0c\u8bad\u7ec3\u6548\u7387\u8fbe\u5230\u5e38\u89c4\u57fa\u7ebf\u7684 95%\u3002\u8fd9\u8bc1\u660e\u4e86\u8fd9\u5957\u65b9\u6cd5\u8bba\u4e0d\u4f9d\u8d56\u7279\u5b9a\u786c\u4ef6\u5e73\u53f0\uff0c\u56fd\u4ea7\u7b97\u529b\u540c\u6837\u53ef\u4ee5\u8dd1\u901a\u3002<\/p>\n<\/p>\n

\u4e0d\u662f\u7b49\u786c\u4ef6\u53d8\u5f97\u8db3\u591f\u5f3a\u5927\u6765\u9002\u5e94\u6a21\u578b\uff0c\u8981\u8ba9\u6a21\u578b\u53d8\u5f97\u8db3\u591f\u806a\u660e\u6765\u9002\u5e94\u786c\u4ef6\u3002<\/strong><\/p>\n

\u4ece\u8bad\u7ec3\u7aef\u7684\u534e\u4e3a\u6607\u817e\uff0c\u5230\u63a8\u7406\u7aef\u7684\u7ec8\u7aef\u82af\u7247\uff0c\u518d\u5230\u5f00\u6e90\u7684\u6a21\u578b\u548c\u8bad\u7ec3\u811a\u672c\uff0c\u8fd9\u662f\u4e00\u6761\u5b8c\u6574\u7684\u56fd\u4ea7\u95ed\u73af\uff0c\u6846\u67b6\u56fd\u4ea7\uff0c\u82af\u7247\u56fd\u4ea7\uff0c\u6a21\u578b\u56fd\u4ea7\uff0c\u65b9\u6cd5\u8bba\u81ea\u4e3b\u3002<\/strong>\u9762\u58c1\u667a\u80fd\u7684\u4e0b\u4e00\u6b65\u5df2\u7ecf\u660e\u786e\uff1a\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u80fd\u529b\u4fdd\u7559\u7387\uff0c\u7528 MoE \u67b6\u6784\u6269\u5c55\u66f4\u5927\u89c4\u6a21\u6a21\u578b\u7684\u5bb9\u91cf\uff0c\u628a 6 \u500d\u663e\u5b58\u7ea2\u5229\u5b8c\u6574\u91ca\u653e\u5230\u90e8\u7f72\u4e2d\u3002\u66f4\u957f\u8fdc\u7684\u76ee\u6807\uff0c\u662f\u8986\u76d6\u4ece\u9884\u8bad\u7ec3\u5230\u5bf9\u9f50\u7684\u5168\u6d41\u7a0b\u4f4e\u6bd4\u7279\u5316\u3002<\/p>\n

\u4ece\u5e95\u5c42\u8bad\u7ec3\u6846\u67b6 BM-Train\uff0c\u5230\u7aef\u4fa7\u6a21\u578b\u5bb6\u65cf MiniCPM\uff0c\u518d\u5230 BitCPM-CANN\uff0c\u9762\u58c1\u667a\u80fd\u7528\u51e0\u5e74\u65f6\u95f4\u642d\u5efa\u4e86\u4e00\u5957\u5b8c\u6574\u7684\u7aef\u4fa7\u5927\u6a21\u578b\u6280\u672f\u4f53\u7cfb\u3002\u5728\u5168\u7403\u8d5b\u9053\u4e0a\uff0c\u9762\u5bf9\u5fae\u8f6f\u3001PrismML\uff0c\u9762\u58c1\u667a\u80fd\u5c55\u73b0\u51fa\u4e86\u72ec\u7279\u7684\u4e0d\u540c\u4f18\u52bf\u4e4b\u5904\u5728\u4e8e\uff1a\u4ece\u6846\u67b6\u3001\u65b9\u6cd5\u8bba\u3001\u6a21\u578b\u5230\u82af\u7247\u9002\u914d\uff0c\u6784\u5efa\u4e86\u4e00\u6761\u5b8c\u6574\u7684\u7aef\u4fa7\u6280\u672f\u8def\u7ebf\u3002<\/p>\n

\u5f53 AI \u7ade\u4e89\u4ece\u300c\u8c01\u7684\u6a21\u578b\u66f4\u5927\u300d\u8f6c\u5411\u300c\u8c01\u80fd\u8ba9\u667a\u80fd\u771f\u6b63\u8dd1\u5728\u6bcf\u4e00\u53f0\u8bbe\u5907\u4e0a\u300d\u65f6\uff0c\u638c\u63e1\u7aef\u4fa7\u6280\u672f\u8bdd\u8bed\u6743\u7684\u4eba\uff0c\u624d\u7ad9\u5728\u4e86\u6700\u6709\u5229\u7684\u4f4d\u7f6e\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4e00\u4e2a 8B \u53c2\u6570\u7684\u5927\u6a21\u578b\uff0c\u901a\u5e38\u9700\u8981\u7ea6 16GB \u663e\u5b58\u3002\u53c2\u6570\u8d8a\u591a\uff0c\u8d8a\u5403\u663e\u5b58\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\uff0c\u5185\u5b58\u4ef7\u683c\u4e00\u5929\u6bd4\u4e00\u5929\u9ad8\u3002 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[271,23,93,367,339,63,238,38,303],"views":3,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/786129"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=786129"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/786129\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=786129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=786129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=786129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}