{"id":9540,"date":"2025-07-14T17:30:30","date_gmt":"2025-07-14T09:30:30","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/9540.html"},"modified":"2025-07-14T17:30:30","modified_gmt":"2025-07-14T09:30:30","slug":"llama-3","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/tw\/sites\/9540.html","title":{"rendered":"Llama 3"},"content":{"rendered":"\n<p><strong>Llama 3\u662fMeta\u4e8e2024\u5e74\u53d1\u5e03\u7684\u65b0\u4e00\u4ee3\u5f00\u6e90<a href=\"https:\/\/aicats.wiki\/2025\/06\/23\/4055.html\" title=\"chatgpt \u662f\u4ec0\u4e48\uff1f\u4e00\u6587\u5e26\u4f60\u5feb\u901f\u4e86\u89e3 chatgpt \u7684\u6838\u5fc3\u529f\u80fd\u4e0e\u5b9e\u7528\u573a\u666f\">\u5927\u8bed\u8a00\u6a21\u578b\u5e73\u53f0<\/a><\/strong>\uff0c\u5177\u5907\u591a\u8bed\u8a00\u3001\u591a\u6a21\u6001\u3001\u9ad8\u6548AI\u8bad\u7ec3\u6a21\u578b\u53ca\u5f3a\u6269\u5c55\u6027\uff0c\u5728\u5168\u7403AI\u6280\u672f\u9886\u57df\u4fdd\u6301\u9886\u5148\u3002<strong>\u6a21\u578b\u514d\u8d39\u5f00\u653e\uff0c\u652f\u6301\u672c\u5730\u548c\u4e91\u7aef\u90e8\u7f72\uff0c\u9002\u5408\u5f00\u53d1\u8005\u3001\u79d1\u7814\u673a\u6784\u3001\u4f01\u4e1a\u7b49\u591a\u79cd\u7528\u6237\uff0c\u5e76\u914d\u5957\u5b89\u5168\u5408\u89c4\u5de5\u5177\u548c\u4e30\u5bcc\u751f\u6001\u652f\u6301\u3002<\/strong>\u5176\u4ee3\u7801\u80fd\u529b\u3001\u63a8\u7406\u6027\u80fd\u5728\u591a\u9879\u56fd\u9645\u8bc4\u6d4b\u4e2d\u8868\u73b0\u5353\u8d8a\uff0c\u88ab\u89c6\u4e3a\u5f00\u6e90AI\u8bad\u7ec3\u6a21\u578b\u9886\u57df\u7684\u6807\u6746\u3002<\/p>\n\n\n\n<p>2024\u5e747\u6708\uff0cMeta\u6b63\u5f0f\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u5e73\u53f0\u2014\u2014Llama 3\u3002\u8be5\u5e73\u53f0\u4ee5\u5176\u5353\u8d8a\u7684AI\u8bad\u7ec3\u6a21\u578b\u3001\u5f00\u653e\u6027\u548c\u591a\u6a21\u6001\u3001\u591a\u8bed\u8a00\u80fd\u529b\uff0c\u8d4b\u80fd\u5168\u7403\u7814\u7a76\u8005\u3001\u5f00\u53d1\u8005\u548c\u5546\u4e1a\u673a\u6784\uff0c\u5728\u5927\u6a21\u578b\u6280\u672f\u7ade\u4e89\u4e2d\u5360\u636e\u9886\u5148\u4f4d\u7f6e\u3002\u672c\u62a5\u9053\u5c06\u4ece\u529f\u80fd\u3001\u4ef7\u683c\u3001\u5e94\u7528\u3001\u9002\u7528\u4eba\u7fa4\u5230\u5e38\u89c1\u95ee\u9898\uff0c\u4e3a\u5e7f\u5927\u7528\u6237\u8be6\u7ec6\u89e3\u6790Llama 3\u8fd9\u4e00\u4e1a\u754c\u524d\u6cbfAI\u5e73\u53f0\u7684\u5168\u8c8c\u3002<\/p>\n\n\n\n<p>> \u8bbf\u95eeMeta Llama 3\u5b98\u7f51\u4e86\u89e3\u5b98\u65b9\u52a8\u6001\u4e0e\u4e0b\u8f7d\u5165\u53e3\uff1a<a href=\"https:\/\/llama.meta.com\/llama3\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/llama.meta.com\/llama3\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752427120.png\" alt=\"Llama 3\u5b98\u7f51\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/llama.meta.com\/llama3\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Llama 3\u5b98\u7f51<\/a><\/figcaption><\/figure>\n\n\n\n<p>Llama 3\u7684\u4e3b\u8981\u529f\u80fd<\/p>\n\n\n\n<p>1. \u591a\u5c42\u7ea7\u5927\u6a21\u578b\u67b6\u6784\uff0c\u9002\u914d\u4e0d\u540c\u9700\u6c42<br>Llama 3\u7531Meta\u4e3b\u5bfc\u5f00\u53d1\uff0c\u540c\u6b65\u5f00\u653e\u4e868B\u300170B\u548c405B\u53c2\u6570\u7684\u6a21\u578b\u7248\u672c\uff0c\u8986\u76d6\u4ece\u8f7b\u91cf\u5230\u884c\u4e1a\u7ea7\u7684\u5404\u7c7bAI\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<p>|\u6a21\u578b\u7248\u672c|\u53c2\u6570\u91cf|\u652f\u6301\u8bed\u8a00|\u7a97\u53e3\u957f\u5ea6|\u77e5\u8bc6\u622a\u6b62|GQA|\u5907\u6ce8|<br>|Llama 3.1 8B|80\u4ebf|8\u79cd\u4e3b\u6d41\u8bed\u8a00|128K|2023\u5e7412\u6708|\u662f|\u8f7b\u91cf\u7ea7\u5e94\u7528|<br>|Llama 3.1 70B|700\u4ebf|8\u79cd\u4e3b\u6d41\u8bed\u8a00|128K|2023\u5e7412\u6708|\u662f|\u901a\u7528\u573a\u666f|<br>|Llama 3.1 405B|4050\u4ebf|8\u79cd\u4e3b\u6d41\u8bed\u8a00|128K|2023\u5e7412\u6708|\u662f|\u79d1\u7814\/\u4f01\u4e1a|<\/p>\n\n\n\n<p>\u4e3b\u8981\u4eae\u70b9\uff1a<br>&#8211; \u591a\u8bed\u8a00\u3001\u591a\u6a21\u6001**\uff1a\u539f\u751f\u652f\u63018\u5927\u8bed\u8a00\uff0c\u6587\u672c\u8f93\u5165\u8f93\u51fa\u5747\u9002\u7528\uff1b\u591a\u6a21\u6001\uff08\u6587\u672c\/\u4ee3\u7801\/\u8bed\u97f3\/\u89c6\u9891\uff09\u9010\u6b65\u5f00\u653e\u3002<br>&#8211; \u4e1a\u754c\u9886\u5148\u63a8\u7406\u4e0e\u4ee3\u7801\u80fd\u529b**\uff1a\u7f16\u7801\u3001\u4eba\u7c7b\u504f\u597d\u5bf9\u9f50\u3001\u590d\u6742\u63a8\u7406\u5168\u9762\u63d0\u5347\uff0c\u8ffd\u8d76GPT-4\u7b49\u95ed\u6e90\u65d7\u8230\u3002<br>&#8211; \u8d85\u5f3a\u6269\u5c55\u6027\u4e0e\u5f00\u653e\u6027**\uff1a\u6743\u91cd\u3001API\u3001\u4ee3\u7801\u5f00\u653e\uff0c\u652f\u6301\u4e8c\u5f00\u548c\u5fae\u8c03\uff0c\u6fc0\u53d1\u5f00\u6e90\u751f\u6001\u6d3b\u529b\u3002<br>&#8211; \u5b89\u5168\u4e0e\u5408\u89c4**\uff1aLlama Guard 3\u3001Prompt Guard\u7b49\u5b89\u5168\u5de5\u5177\u914d\u5957\u5185\u5bb9\u5ba1\u67e5\u548c\u98ce\u63a7\u3002<\/p>\n\n\n\n<p>> \u76f8\u5173\u94fe\u63a5\uff1a[Llama 3\u5b98\u65b9\u6a21\u578b\u5361\u7247\uff08GitHub\uff09](<a href=\"https:\/\/github.com\/meta-llama\/llama3\/blob\/main\/MODEL_CARD.md\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/github.com\/meta-llama\/llama3\/blob\/main\/MODEL_CARD.md<\/a>)<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-246.png\" alt=\"Llama 3\u5b98\u65b9\u6a21\u578b\u5361\u7247\uff08GitHub\" class=\"wp-image-10285\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fLlama 3\u5b98\u65b9\u6a21\u578b\u5361\u7247\uff08GitHub<\/figcaption><\/figure>\n\n\n\n<p>2. \u4f18\u5316\u7684AI\u8bad\u7ec3\u6a21\u578b\uff0c\u63d0\u5347\u63a8\u7406\u6548\u7387<br>Llama 3\u4f7f\u7528**\u4f18\u5316\u578bTransformer\u7ed3\u6784**\uff0c\u5f15\u5165Grouped Query Attention\uff08GQA\uff09\u7b49\u673a\u5236\uff0c\u6a21\u578b\u63a8\u7406\u548c\u8bad\u7ec3\u6548\u7387\u5927\u5e45\u63d0\u5347\u3002\u65b0\u5206\u8bcd\u5668\u63d0\u5347Token\u5229\u7528\u7387\uff0c\u8f83Llama 2\u53ef\u51cf\u5c1115%\u7684Token\u6570\u3002<br>&#8211; \u8bad\u7ec3\u6570\u636e**\uff1a\u9884\u8bad\u7ec3\u6570\u636e\u8d8515\u4e07\u4ebfToken\uff0c\u56ca\u62ec\u591a\u9886\u57df\u516c\u5f00\u6570\u636e\u3002<br>&#8211; \u5fae\u8c03\u542b2500\u4e07\u5408\u6210\u6837\u672c+\u5927\u91cf\u4eba\u5de5\u6253\u6807\uff0c\u4fdd\u8bc1\u5bf9\u8bdd\u548c\u591a\u9886\u57df\u4efb\u52a1\u4e00\u81f4\u5b89\u5168\u3002<br>&#8211; \u5168\u9762\u652f\u6301\u81ea\u5b9a\u4e49\u8fc1\u79fb\u7cbe\u8c03\uff0c\u63a8\u52a8\u5782\u76f4\u884c\u4e1aAI\u65b9\u6848\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752427123.png\" alt=\"\u6a21\u578b\u67b6\u6784\u56fe\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u6a21\u578b\u67b6\u6784\u56fe<\/figcaption><\/figure>\n\n\n\n<p>3. \u5747\u8861\u7684\u4e1a\u754c\u8868\u73b0\u4e0e\u57fa\u51c6\u8bc4\u5206<br>Llama 3\u5168\u7cfb\u6a21\u578b\u5728\u56fd\u9645\u516c\u5f00\u57fa\u51c6\u699c\u5355\u5747\u4e3a\u5f00\u6e90\u9635\u8425\u7b2c\u4e00\u68af\u961f\uff0c\u6838\u5fc3\u4efb\u52a1\u6027\u80fd\u76f4\u8ffd\u9876\u7ea7\u95ed\u6e90\u6a21\u578b\u3002<\/p>\n\n\n\n<p>|\u4efb\u52a1\/\u6a21\u578b|8B|70B|405B|MTB\uff08\u767e\u4e07\uff09|<br>|MMLU\u51c6\u786e\u7387|69.4%|83.6%|87.3%|\u901a\u7528\u57fa\u7840\u77e5\u8bc6|<br>|HumanEval\u4ee3\u7801\u901a\u8fc7\u7387|72.6%|80.5%|89.0%|\u4ee3\u7801\u751f\u6210|<br>|GSM-8K\uff08\u5c0f\u5b66\u6570\u5b66\uff09|84.5%|95.1%|96.8%|\u590d\u6742\u63a8\u7406|<br>|API\u5de5\u5177\u8c03\u7528|82.6%|90.0%|92.0%|\u5916\u90e8\u7cfb\u7edf\u96c6\u6210|<br>|\u591a\u8bed\u8a00MGSM|68.9%|86.9%|91.6%|\u975e\u82f1\u8bed\u80fd\u529b|<\/p>\n\n\n\n<p>Llama 3\u7684\u4ef7\u683c &amp; \u65b9\u6848<br>Llama 3\u575a\u6301\u5f00\u653e\u521b\u65b0\u8def\u7ebf\uff0c\u6a21\u578b\u672c\u4f53\u3001\u6743\u91cd\u4e0e\u8bad\u7ec3\u4ee3\u7801\u514d\u8d39\u5f00\u653e\uff0c\u5747\u4ee5\u201c\u793e\u533a\u8bb8\u53ef\u534f\u8bae\uff08Community License\uff09\u201d\u516c\u5f00\u3002\u4e00\u822c\u5f00\u53d1\u8005\u3001\u4e2a\u4eba\u3001\u5b66\u672f\u673a\u6784\u5747\u53ef\u514d\u8d39\u6ce8\u518c\u3001\u4e0b\u8f7d\u5e76\u90e8\u7f72\uff0c\u4f01\u4e1a\u7ea7\u5927\u89c4\u6a21\u5546\u7528\u8bf7\u9075\u5b88\u8bb8\u53ef\u9650\u5236\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-247.jpg\" alt=\"\u6587\u6863\u4ecb\u7ecd\" class=\"wp-image-10294\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u6587\u6863\u4ecb\u7ecd<\/figcaption><\/figure>\n\n\n\n<p><br>|\u4e2a\u4eba\/\u5c0f\u578b\u5f00\u53d1\u8005|\u514d\u8d39|\u5546\u4e1a\u3001\u7814\u7a76\u3001\u6559\u5b66|\u6708\u6d3b&lt;7\u4ebf\uff0c\u53ef\u76f4\u63a5\u7528| |\u5927\u578b\u4f01\u4e1a\/\u5e73\u53f0|\u9700\u6388\u6743|\u6708\u6d3b>7\u4ebf|\u9700\u8054\u7cfbMeta|<br>|API\u5e73\u53f0\u8c03\u7528|\u5e73\u53f0\u5b9a\u4ef7|\u5982Azure, AWS\u7b49|\u4f9d\u4e91\u5e73\u53f0\u4e3a\u51c6|<br>&#8211; \u5b98\u7f51\u53ef\u6ce8\u518c\u7533\u8bf7\u4e0b\u8f7d\uff0c\u9700\u540c\u610f\u6761\u6b3e\u3002<br>&#8211; \u5f00\u653e\u6258\u7ba1API\u670d\u52a1\uff08\u5982Hugging Face\uff09\u5df2\u4e0a\u7ebfLlama 3\u6a21\u578b\u3002<br>&#8211; \u4f01\u4e1a\u7528\u524d\u52a1\u5fc5\u6838\u67e5\u8bb8\u53ef\u8303\u56f4\uff0c\u9632\u6b62\u8fdd\u89c4\u5546\u7528\u3002<\/p>\n\n\n\n<p>&#8212;<\/p>\n\n\n\n<p>\u5982\u4f55\u4f7f\u7528Llama 3<br>1. \u5b98\u65b9\u5e73\u53f0\u4e0e\u4ee3\u7801\u4ed3\u5e93<br>&#8211; \u5b98\u7f51\u4e0b\u8f7d\u90e8\u7f72**\uff1a\u6ce8\u518c\u83b7\u53d6\u6a21\u578b\u6743\u91cd\u3001Tokenizer\u7b49\uff0c\u901a\u8fc7PyTorch\u7b49\u6846\u67b6\u672c\u5730\u8c03\u7528\u3002<br>&#8211; Hugging Face\uff1a[\u5b98\u65b9\u5e93](<a href=\"https:\/\/huggingface.co\/meta-llama\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/huggingface.co\/meta-llama<\/a>)\u5f00\u653e\u6743\u91cd\u4e0eAPI\uff0c\u9002\u5408\u5f00\u53d1\u8005\u5feb\u901f\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1770\" height=\"871\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/image-247.png\" alt=\"Hugging Face\u9875\u9762\" class=\"wp-image-10298\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fHugging Face\u9875\u9762<\/figcaption><\/figure>\n\n\n\n<p>2. \u57fa\u672c\u8c03\u7528\u6d41\u7a0b\u4e3e\u4f8b<\/p>\n\n\n\n<p>&#8220;`python<br>import transformers<br>pipeline = transformers.pipeline(<br>&#8220;text-generation&#8221;,<br>model=&#8221;meta-llama\/Meta-Llama-3.1-8B-Instruct&#8221;,<br>model_kwargs={&#8220;torch_dtype&#8221;: &#8220;bfloat16&#8221;},<br>device_map=&#8221;auto&#8221;,<br>)<br>prompt = [ { &#8220;role&#8221;: &#8220;user&#8221;, &#8220;content&#8221;: &#8220;\u8bf7\u7528\u4e2d\u6587\u4ecb\u7ecdLlama 3\u7684\u4eae\u70b9&#8221;} ]<br>outputs = pipeline(prompt, max_new_tokens=256)<br>print(outputs[0][&#8220;generated_text&#8221;][-1])<br>&#8220;`<\/p>\n\n\n\n<p>\u8fdb\u9636\u73a9\u6cd5\uff1a\u539f\u751f\u5de5\u5177\u8c03\u7528\u3001\u591a\u8f6e\u5bf9\u8bdd\u6a21\u677f\u3001\u81ea\u5b9a\u4e49\u63a8\u7406\u53c2\u6570\u3001\u652f\u6301LoRA\/QLoRA\u7b49\u4e3b\u6d41\u5fae\u8c03\uff0c\u81ea\u52a8\u878d\u5408LangCh<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/sitetag\/ai\" title=\"\u67e5\u770b\u8207 ai \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">ai<\/a>n\u7b49\u6846\u67b6\u3002<\/p>\n\n\n\n<p>&gt; \u8be6\u7ec6\u6587\u6863\u548c\u8303\u4f8b\u8bf7\u89c1 [\u5b98\u65b9\u6307\u5357](https:\/\/llama.meta.com\/get-started\/)<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752427210.png\" alt=\"\u5e94\u7528\u573a\u666f\u4e3e\u4f8b\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u5e94\u7528\u573a\u666f\u4e3e\u4f8b<\/figcaption><\/figure>\n\n\n\n<p>Llama 3\u7684\u9002\u7528\u4eba\u7fa4<br>&#8211; \u79d1\u7814\u5de5\u4f5c\u8005\u4e0eAI\u5de5\u7a0b\u5e08\uff1a** \u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u4ee3\u7801\u751f\u6210\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u5b66\u672f\u7814\u7a76\u7b49\u573a\u666f\u3002<br>&#8211; \u5404\u7c7b\u4f01\u4e1a\/\u521d\u521b\u516c\u53f8\uff1a** \u667a\u80fd\u5ba2\u670d\u3001\u77e5\u8bc6\u5e93\u3001\u81ea\u52a8\u529e\u516c\u7b49\uff0c\u79c1\u6709\u5316\u90e8\u7f72\u9ad8\u5b89\u5168\u3002<br>&#8211; \u9ad8\u6821\/\u6559\u80b2**\uff1a\u6559\u5b66\u3001\u5b9e\u9a8c\u3001\u7ade\u8d5b\u4e0e\u521b\u4e1a\u3002\u63a8\u52a8AI\u6559\u80b2\u666e\u53ca\u3002<br>&#8211; \u4e2a\u4eba\u5f00\u53d1\u8005\u4e0e\u6781\u5ba2\uff1a** \u672c\u5730\u90e8\u7f72AI\u6a21\u578b\uff0c\u63a2\u7d22\u5f00\u6e90\u4e0e\u5b9a\u5236\u3002<br>-\u4e91\u5e73\u53f0\/SaaS\u5382\u5546\uff1a**\u4e91\u7aef\u96c6\u6210Llama 3\u4e3a\u7ec8\u7aef\u5ba2\u6237\u63d0\u4f9bAI\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u5178\u578b\u5e94\u7528\u6709\uff1a\u667a\u80fd\u4ee3\u7801\u52a9\u624b\u3001\u6587\u6863\/\u6458\u8981\u751f\u6210\u3001\u81ea\u52a8\u7ffb\u8bd1\u3001\u5ba2\u670d\u4e0e\u95ee\u7b54\u3001\u5185\u5bb9\u5ba1\u6838\u4e0e\u8131\u654f\u3001\u6570\u636e\u591a\u6a21\u6001\u5e94\u7528\u7b49\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752427220.png\" alt=\"\u793e\u533a\u6848\u4f8b\u9875\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/llama.meta.com\/community-stories\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u793e\u533a\u6848\u4f8b\u9875\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<p>> \u66f4\u591a\u5e94\u7528\u6848\u4f8b\uff0c\u8bbf\u95ee [\u5b98\u65b9\u793e\u533a](<a href=\"https:\/\/llama.meta.com\/community-stories\/)\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/llama.meta.com\/community-stories\/)<\/a><\/p>\n\n\n\n<p>Llama 3\u6700\u65b0\u8fdb\u5c55\u4e0e\u751f\u6001\u7279\u6027<br>Llama 3 VS\u4e3b\u6d41\u7ade\u54c1\uff08\u5bf9\u6bd4\u8868\uff09<\/p>\n\n\n\n<p>|\u529f\u80fd\u7ef4\u5ea6|Llama 3|GPT-4|Mistral|Claude Sonnet|<br>|\u5f00\u6e90\u6027|\u5168\u90e8\u6743\u91cd\u5f00\u653e|\u95ed\u6e90|\u90e8\u5206|\u95ed\u6e90|<br>|\u591a\u8bed\u8a00\u80fd\u529b|\u5f3a\uff088\u5927\u8bed\u8a00+\u6269\u5c55\uff09|\u5f3a|\u4e00\u822c|\u4e00\u822c|<br>|\u5de5\u5177\u96c6\u6210|\u539f\u751f\u5de5\u5177\u7528\u4f8b|\u652f\u6301|\u652f\u6301|\u4e00\u822c|<br>|\u4ee3\u7801\u63a8\u7406|\u4e1a\u754c\u9886\u5148|\u9886\u5148|\u4e00\u822c|\u4e00\u822c|<br>|\u90e8\u7f72\u7075\u6d3b\u6027|\u672c\u5730\/\u4e91\u7aef\u53ef\u79c1\u6709\u5316|\u53ea\u4e91API|\u53ea\u4e91API|\u53ea\u4e91API|<\/p>\n\n\n\n<p>&#8211; \u751f\u6001\u6276\u6301\u5de5\u5177\uff1aLlama Guard 3\uff08\u5185\u5bb9\u8fc7\u6ee4\uff09\u3001Prompt Guard\u3001Code Shield\u7b49\u5b89\u5168\u8865\u4e01\u3002<br>&#8211; \u5f00\u6e90\u5b9e\u8df5\u4ee3\u7801\u5982 [llama-recipes](https:\/\/github.com\/meta-llama\/llama-recipes)\uff0c\u6db5\u76d6\u63a8\u7406\u3001\u5fae\u8c03\u7b49\u3002<br>&#8211; \u8054\u5408AI\u8054\u76df\u3001MLCommons\u3001Impact Grants\u7b49\uff0c\u52a9\u529b\u4ea7\u4e1a\u4e0e\u5b66\u672f\u573a\u666f\u843d\u5730\u3002<\/p>\n\n\n\n<p>\u5e38\u89c1\u95ee\u9898<br>1. Llama 3\u600e\u4e48\u4e0b\u8f7d\uff0c\u5bf9\u786c\u4ef6\u6709\u4f55\u8981\u6c42\uff1f<br>\u53ef\u5728[\u5b98\u7f51](https:\/\/llama.meta.com\/llama3\/)\u6216Hugging Face\u5e73\u53f0\u6ce8\u518c\u3001\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u3002\u652f\u6301NVIDIA\u4e3b\u6d41GPU\uff08\u5efa\u8baeA100\/H100\/3090\u4ee5\u4e0a\uff09\uff0c8B\u5355\u5361\u53ef\u8dd1\uff0c70B\/405B\u9700\u591a\u5361\u6216\u4e91\u5e73\u53f0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/07\/my_prefix_1752427243.png\" alt=\"\u4e0b\u8f7d\u9875\u9762\u622a\u56fe\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"llama 3 download page\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u4e0b\u8f7d\u9875\u9762\u622a\u56fe<\/a><\/figcaption><\/figure>\n\n\n\n<p> 2. Llama 3\u6709API\u63a5\u53e3\u5417\uff1f\u5982\u4f55\u8c03\u7528\uff1f<br>\u672c\u5730API\u548c\u4e91\u7aefSDK\u7686\u53ef\u3002Meta\u672a\u76f4\u63a5\u6258\u7ba1API\uff0c\u4f46Hugging Face\/AWS\u7b49\u5df2\u4e0a\u7ebf\u3002\u5f00\u53d1\u8005\u63a8\u8350\u7528transformers\u7b49\u6846\u67b6\u3002[\u8be6\u7ec6\u6307\u5bfc](https:\/\/llama.meta.com\/get-started\/)<\/p>\n\n\n\n<p>3. LLama 3\u53ef\u79c1\u6709\u5316\u90e8\u7f72\u5417\uff1f\u5546\u7528\u9650\u5236\uff1f<br>\u5f3a\u70c8\u652f\u6301\u672c\u5730\u79c1\u6709\u5316\u90e8\u7f72\u3002\u4e2a\u4eba\u3001\u5b66\u672f\u3001&lt;7\u4ebfMAU\u4f01\u4e1a\u514d\u8d39\uff0c\u7528\u91cf\u8d857\u4ebf\u9700\u8054\u7cfbMeta\u83b7\u53d6\u6388\u6743\u3002\u8bf7\u9075\u5b88\u5f00\u6e90\u8bb8\u53ef\u4e0e\u5408\u89c4\u8981\u6c42\uff0c\u7981\u6b62\u7528\u4e8e\u8fdd\u6cd5\u8fdd\u89c4\u573a\u5408\u3002 &#8212; **Llama 3\u7684\u53d1\u5e03\u63a8\u52a8\u5f00\u6e90AI\u6a21\u578b\u8fdb\u5165\u9ad8\u6210\u719f\u9ad8\u62d3\u5c55\u65f6\u4ee3\u3002**Meta\u4ee5\u5f00\u653e\u3001\u5408\u4f5c\u3001\u5b89\u5168\u4e3a\u6838\u5fc3\u7406\u5ff5\uff0c\u4e3a\u4e0b\u4e00\u4ee3AI\u521b\u65b0\u8d4b\u80fd\u3002**Llama 3\u6709\u671b\u6210\u4e3a\u5168\u7403\u5f00\u53d1\u8005\u3001\u4f01\u4e1a\u548c\u79d1\u7814\u65b0\u7684\u91cd\u8981\u57fa\u77f3**\uff0c\u76f8\u5173\u751f\u6001\u3001\u8bc4\u6d4b\u4e0e\u5b9e\u6218\u6301\u7eed\u66f4\u65b0\uff0c\u656c\u8bf7\u5173\u6ce8Meta\u5b98\u65b9\u793e\u533a\u3002<\/p>\n","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,22],"favorites":[577],"class_list":["post-9540","sites","type-sites","status-publish","hentry","sitetag-ai","sitetag-github","favorites-ai-models"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/9540","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=9540"}],"version-history":[{"count":0,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/9540\/revisions"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=9540"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=9540"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sitetag?post=9540"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/favorites?post=9540"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}