{"id":35996,"date":"2025-05-07T09:10:48","date_gmt":"2025-05-07T01:10:48","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/35996.html"},"modified":"2025-05-07T09:10:48","modified_gmt":"2025-05-07T01:10:48","slug":"hugging-face%e5%85%a8%e6%94%bb%e7%95%a5%ef%bc%9a%e8%bd%bb%e6%9d%be%e4%b8%8b%e8%bd%bdllama-3%e6%a8%a1%e5%9e%8b%ef%bc%8c%e6%8e%a2%e7%b4%a2nlp%e7%9a%84%e6%97%a0%e9%99%90%e5%8f%af%e8%83%bd%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/35996.html","title":{"rendered":"Hugging Face\u5168\u653b\u7565\uff1a\u8f7b\u677e\u4e0b\u8f7dLlama 3\u6a21\u578b\uff0c\u63a2\u7d22NLP\u7684\u65e0\u9650\u53ef\u80fd\uff01\u3010\u5b9e\u64cd\u3011"},"content":{"rendered":"<p>Hugging Face&#xff1a;\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u5f3a\u5927\u5f00\u6e90\u6a21\u578b\u5e93<\/p>\n<p>\u2003\u2003\u5728\u6570\u5b57\u5316\u65f6\u4ee3&#xff0c;\u81ea\u7136\u8bed\u8a00\u5904\u7406&#xff08;NLP&#xff09;\u6280\u672f\u7684\u5d1b\u8d77\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u6ce8\u5165\u4e86\u65b0\u7684\u6d3b\u529b\u3002\u800cHugging Face&#xff0c;\u4f5c\u4e3a\u8fd9\u4e00\u9886\u57df\u7684\u4f7c\u4f7c\u8005&#xff0c;\u51ed\u501f\u5176\u5f3a\u5927\u7684\u6a21\u578b\u4ed3\u5e93\u3001\u6613\u7528\u7684API\u4ee5\u53ca\u6d3b\u8dc3\u7684\u793e\u533a\u652f\u6301&#xff0c;\u6210\u4e3a\u65e0\u6570NLP\u7814\u7a76\u4eba\u5458\u3001\u5f00\u53d1\u8005\u548c\u7231\u597d\u8005\u7684\u9996\u9009\u5e73\u53f0\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250507011042-681ab312bfc71.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4e00\u3001Hugging Face&#xff1a;NLP\u7684\u745e\u58eb\u519b\u5200<\/p>\n<p>\u2003\u2003Hugging Face&#xff0c;\u5c31\u50cf\u4e00\u628a\u591a\u529f\u80fd\u7684\u745e\u58eb\u519b\u5200&#xff0c;\u4e3aNLP\u9886\u57df\u7684\u7814\u7a76\u8005\u548c\u5b9e\u8df5\u8005\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u4e0e\u8d44\u6e90\u3002\u65e0\u8bba\u662f\u9876\u5c16\u7684Transformer\u6a21\u578b&#xff0c;\u8fd8\u662f\u5404\u79cd\u5b9e\u7528\u7684NLP\u6570\u636e\u96c6&#xff0c;\u4f60\u90fd\u80fd\u5728\u8fd9\u91cc\u627e\u5230\u3002\u66f4\u91cd\u8981\u7684\u662f&#xff0c;Hugging Face\u8ba9\u8fd9\u4e00\u5207\u53d8\u5f97\u7b80\u5355\u9ad8\u6548&#xff0c;\u8ba9\u4f60\u80fd\u591f\u8f7b\u677e\u9a7e\u9a6dNLP\u7684\u590d\u6742\u4e16\u754c\u3002<\/p>\n<p>\u4e8c\u3001\u4e3a\u4f55Hugging Face\u5982\u6b64\u53d7\u6b22\u8fce&#xff1f;<\/p>\n<li>\u6a21\u578b\u5b9d\u5e93&#xff1a; Hugging Face\u7684\u6a21\u578b\u4ed3\u5e93\u582a\u79f0NLP\u9886\u57df\u7684\u201c\u6dd8\u5b9d\u201d&#xff0c;\u8fd9\u91cc\u6709BERT\u3001GPT\u3001RoBERTa\u7b49\u9876\u7ea7Transformer\u6a21\u578b&#xff0c;\u5b83\u4eec\u7ecf\u8fc7\u5927\u91cf\u6570\u636e\u7684\u9884\u8bad\u7ec3&#xff0c;\u80fd\u591f\u8f7b\u677e\u5e94\u5bf9\u5404\u79cdNLP\u4efb\u52a1\u3002<\/li>\n<li>\u6613\u7528\u6027\u81f3\u4e0a&#xff1a; \u4f7f\u7528Hugging Face\u7684Transformers\u5e93&#xff0c;\u4f60\u53ef\u4ee5\u50cf\u64cd\u4f5c\u73a9\u5177\u4e00\u6837\u8f7b\u677e\u52a0\u8f7d\u548c\u4f7f\u7528\u8fd9\u4e9b\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u65e0\u8bba\u662f\u6587\u672c\u751f\u6210\u3001\u60c5\u611f\u5206\u6790\u8fd8\u662f\u95ee\u7b54\u7cfb\u7edf&#xff0c;\u90fd\u80fd\u8f7b\u677e\u641e\u5b9a\u3002<\/li>\n<li>\u793e\u533a\u529b\u91cf\u5927&#xff1a; Hugging Face\u62e5\u6709\u4e00\u4e2a\u5e9e\u5927\u7684NLP\u793e\u533a&#xff0c;\u8fd9\u91cc\u6c47\u805a\u4e86\u6765\u81ea\u4e16\u754c\u5404\u5730\u7684NLP\u7231\u597d\u8005\u3002\u4ed6\u4eec\u5206\u4eab\u6a21\u578b\u3001\u4ee3\u7801\u548c\u89c1\u89e3&#xff0c;\u5171\u540c\u63a8\u52a8\u7740NLP\u6280\u672f\u7684\u53d1\u5c55\u3002<\/li>\n<p>\u4e09\u3001\u5982\u4f55\u8f7b\u677e\u62e5\u62b1Hugging Face&#xff1f;<\/p>\n<li>\u7f51\u9875\u4e00\u952e\u4e0b\u8f7d&#xff1a; \u6253\u5f00Hugging Face\u7684\u6a21\u578b\u4e2d\u5fc3&#xff0c;\u641c\u7d22\u4f60\u9700\u8981\u7684\u6a21\u578b&#xff0c;\u70b9\u51fb\u4e0b\u8f7d\u5373\u53ef\u3002\u7b80\u5355\u5feb\u6377&#xff0c;\u65e0\u9700\u4efb\u4f55\u6280\u672f\u95e8\u69db\u3002<\/li>\n<li>\u547d\u4ee4\u884c\u795e\u5668&#xff1a; \u4f7f\u7528Hugging Face\u5b98\u65b9\u63d0\u4f9b\u7684\u547d\u4ee4\u884c\u5de5\u5177huggingface-cli&#xff0c;\u4f60\u53ef\u4ee5\u8f7b\u677e\u4e0b\u8f7d\u548c\u7ba1\u7406\u6a21\u578b\u3002\u53ea\u9700\u51e0\u884c\u547d\u4ee4&#xff0c;\u5c31\u80fd\u5c06\u9876\u7ea7\u6a21\u578b\u6536\u5165\u56ca\u4e2d\u3002<\/li>\n<li>Git Clone\u9ad8\u7ea7\u73a9\u6cd5&#xff1a; \u867d\u7136\u8fd9\u4e0d\u662f\u63a8\u8350\u7684\u65b9\u6cd5&#xff0c;\u4f46\u5982\u679c\u4f60\u5bf9Git\u64cd\u4f5c\u6bd4\u8f83\u719f\u6089&#xff0c;\u4e5f\u53ef\u4ee5\u5c1d\u8bd5\u4f7f\u7528git clone\u547d\u4ee4\u4ece\u4ed3\u5e93\u4e2d\u4e0b\u8f7d\u6a21\u578b\u3002\u4e0d\u8fc7\u8981\u6ce8\u610f&#xff0c;\u8fd9\u79cd\u65b9\u6cd5\u53ef\u80fd\u4f1a\u5360\u7528\u8f83\u591a\u78c1\u76d8\u7a7a\u95f4&#xff0c;\u4e14\u4e0d\u652f\u6301\u65ad\u70b9\u7eed\u4f20\u3002<\/li>\n<p>\u56db\u3001Hugging Face\u4e0b\u8f7dLlama 3&#xff1f; \u2003\u2003Meta Llama 3 \u662f Meta AI\u57282024 \u5e74 4 \u6708 18\u65e5 \u53d1\u5e03\u7684\u3002\u8fd9\u662f\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684\u5f00\u6e90\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff0c;\u5177\u6709 8B \u548c 70B \u4e24\u79cd\u53c2\u6570\u7248\u672c\u3002Llama 3 \u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272&#xff0c;\u652f\u6301\u5e7f\u6cdb\u7684\u7528\u4f8b&#xff0c;\u5305\u62ec\u63a8\u7406\u548c\u4ee3\u7801\u751f\u6210\u3002\u6b64\u5916&#xff0c;\u5b83\u8fd8\u5f15\u5165\u4e86\u5206\u7ec4\u67e5\u8be2\u6ce8\u610f\u529b&#xff08;GQA&#xff09;\u5e76\u5728\u8d85\u8fc7** 15T \u4e2a\u6807\u8bb0\u7684\u9884\u8bad\u7ec3\u6570\u636e**&#xff08;\u8d85\u6050\u6016&#xff01;&#xff01;&#xff09;\u4e0a\u8fdb\u884c\u4e86\u8bad\u7ec3\u3002<\/p>\n<p>\u2003\u2003\u4ee5\u4e0b\u8f7dLlama 3\u6a21\u578b\u4e3a\u4f8b&#xff0c;\u4ee5\u4e0b\u662f\u51e0\u79cd\u4eceHugging Face&#xff08;HF&#xff09;\u5e73\u53f0\u4e0b\u8f7d\u6a21\u578b\u5230\u672c\u5730\u7684\u65b9\u6cd5&#xff1a;<\/p>\n<p>\u65b9\u6cd5\u4e00&#xff1a;\u4f7f\u7528Hugging Face\u7684\u547d\u4ee4\u884c\u5de5\u5177huggingface-cli<\/p>\n<li>\n<p>\u9996\u5148&#xff0c;\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86huggingface_hub\u5e93\u3002\u5982\u679c\u8fd8\u6ca1\u6709\u5b89\u88c5&#xff0c;\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5&#xff1a;<\/p>\n<p> pip <span class=\"token function\">install<\/span> <span class=\"token parameter variable\">-U<\/span> huggingface_hub\n <\/li>\n<li>\n<p>\u63a5\u4e0b\u6765&#xff0c;\u4f7f\u7528huggingface-cli\u5de5\u5177\u4e0b\u8f7dLlama 3\u6a21\u578b\u3002\u6a21\u578b\u7684\u4ed3\u5e93\u5730\u5740\u901a\u5e38\u53ef\u4ee5\u5728Hugging Face\u7684\u6a21\u578b\u9875\u9762\u4e0a\u627e\u5230\u3002\u4ee5Llama 3\u4e3a\u4f8b&#xff0c;\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4&#xff1a;<\/p>\n<p> huggingface-cli download llama\/llama-3<\/p>\n<p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u81ea\u52a8\u4eceHugging Face\u7684\u6a21\u578b\u4ed3\u5e93\u4e2d\u4e0b\u8f7dLlama 3\u6a21\u578b\u5230\u672c\u5730\u3002<\/p>\n<\/li>\n<p>\u65b9\u6cd5\u4e8c&#xff1a;\u901a\u8fc7\u6d4f\u89c8\u5668\u7f51\u9875\u4e0b\u8f7d<\/p>\n<li>\n<p>\u6253\u5f00Hugging Face\u7684\u5b98\u65b9\u7f51\u7ad9&#xff0c;\u5e76\u5bfc\u822a\u5230Llama 3\u6a21\u578b\u7684\u9875\u9762\u3002 \u4e5f\u5c31\u662fhttps:\/\/huggingface.co\/meta-llama\/Meta-Llama-3-8B\/tree\/main <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250507011044-681ab31458023.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u5728\u6a21\u578b\u7684\u9875\u9762\u4e0a&#xff0c;\u627e\u5230\u201cFiles and versions\u201d\u90e8\u5206\u3002\u8fd9\u91cc\u5217\u51fa\u4e86\u6a21\u578b\u7684\u6240\u6709\u6587\u4ef6\u548c\u76f8\u5173\u7248\u672c\u3002 \u503c\u5f97\u6ce8\u610f\u7684\u662f&#xff0c;\u7531\u4e8emeta\u7684\u8981\u6c42&#xff0c;\u9700\u8981\u5148\u7533\u8bf7&#xff0c;\u7533\u8bf7\u65b9\u5f0f\u4e5f\u5f88\u7b80\u5355&#xff0c;\u62c9\u5230\u6700\u540e&#xff0c;\u586b\u5199\u4e2a\u4eba\u4fe1\u606f\u5373\u53ef&#xff0c;\u7136\u540e\u7b49\u5f85\u90ae\u4ef6\u901a\u77e5\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250507011045-681ab3158d22d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/li>\n<li>\n<p>\u627e\u5230\u4f60\u9700\u8981\u7684\u6a21\u578b\u6587\u4ef6&#xff0c;\u70b9\u51fb\u4e0b\u8f7d\u6309\u94ae\u6216\u8005\u590d\u5236\u4e0b\u8f7d\u94fe\u63a5\u3002\u5982\u679c\u4f7f\u7528\u4e0b\u8f7d\u6309\u94ae&#xff0c;\u6d4f\u89c8\u5668\u901a\u5e38\u4f1a\u76f4\u63a5\u5f00\u59cb\u4e0b\u8f7d\u3002\u5982\u679c\u9009\u62e9\u590d\u5236\u94fe\u63a5&#xff0c;\u5219\u53ef\u4ee5\u4f7f\u7528\u4f60\u559c\u6b22\u7684\u4e0b\u8f7d\u5de5\u5177\u6216\u547d\u4ee4\u884c\u5de5\u5177\u8fdb\u884c\u4e0b\u8f7d\u3002<\/p>\n<\/li>\n<p>\u65b9\u6cd5\u4e09&#xff1a;\u4f7f\u7528git\u4e0b\u8f7d<\/p>\n<p>\u2003\u2003\u8fd9\u4e2a\u5e94\u8be5\u65e0\u9700\u591a\u4ecb\u7ecd&#xff0c;\u5728\u8fd9\u91cc <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250507011046-681ab3167947b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250507011047-681ab3178b154.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u65e0\u8bba\u4f60\u9009\u62e9\u54ea\u79cd\u65b9\u6cd5&#xff0c;\u4e0b\u8f7d\u5b8c\u6210\u540e&#xff0c;Llama 3\u6a21\u578b\u5c06\u4fdd\u5b58\u5728\u4f60\u6307\u5b9a\u7684\u672c\u5730\u76ee\u5f55\u4e2d&#xff0c;\u4f60\u53ef\u4ee5\u4f7f\u7528Hugging Face\u7684Transformers\u5e93\u6765\u52a0\u8f7d\u548c\u4f7f\u7528\u8fd9\u4e2a\u6a21\u578b\u8fdb\u884cNLP\u4efb\u52a1\u3002<\/p>\n<p>\u4e94\u3001\u7ed3\u8bed<\/p>\n<p>Hugging 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