\u4f5c\u4e3a\u5c0f\u7a0b\u5e8f\u5f00\u53d1\u8005，\u4f60\u53ef\u80fd\u7ecf\u5e38\u9047\u5230\u8fd9\u6837\u7684\u56f0\u5883：\u60f3\u7ed9\u4ea7\u54c1\u589e\u52a0AI\u5bf9\u8bdd\u529f\u80fd，\u4f46\u516c\u53f8\u6ca1\u6709\u9884\u7b97\u8d2d\u4e70\u6602\u8d35\u7684GPU\u670d\u52a1\u5668，\u81ea\u5df1\u7684\u7b14\u8bb0\u672c\u7535\u8111\u53c8\u8dd1\u4e0d\u52a8\u5927\u6a21\u578b\u3002Qwen2.5 API\u6b63\u662f\u4e3a\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u800c\u751f\u2014\u2014\u5b83\u8ba9\u4f60\u53ef\u4ee5\u50cf\u4f7f\u7528\u6c34\u7535\u4e00\u6837\u6309\u9700\u4ed8\u8d39\u8c03\u7528AI\u80fd\u529b，\u65e0\u9700\u524d\u671f\u6295\u5165\u4efb\u4f55\u786c\u4ef6\u6210\u672c\u3002<\/p>\n
Qwen2.5\u662f\u963f\u91cc\u4e91\u6700\u65b0\u5f00\u6e90\u7684\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b，\u76f8\u6bd4\u524d\u4ee3\u5728\u77e5\u8bc6\u638c\u63e1\u3001\u7f16\u7a0b\u80fd\u529b\u548c\u6307\u4ee4\u6267\u884c\u65b9\u9762\u90fd\u6709\u663e\u8457\u63d0\u5347\u3002\u6700\u5438\u5f15\u4eba\u7684\u662f，\u5b83\u76847B\u7248\u672c\u53ef\u4ee5\u514d\u8d39\u5546\u7528，\u800c\u4e14\u901a\u8fc7API\u8c03\u7528\u65b9\u5f0f，\u4f60\u53ea\u9700\u8981\u4e3a\u5b9e\u9645\u4f7f\u7528\u7684\u8ba1\u7b97\u8d44\u6e90\u4ed8\u8d39\u3002\u4e0b\u9762\u6211\u5c06\u5e26\u4f60\u4ece\u96f6\u5f00\u59cb，\u7528\u6700\u7b80\u5355\u7684\u65b9\u5f0f\u63a5\u5165\u8fd9\u4e2a\u5f3a\u5927\u7684AI\u5f15\u64ce\u3002<\/p>\n
\u9996\u5148，\u4f60\u9700\u8981\u4e00\u4e2a\u963f\u91cc\u4e91\u8d26\u53f7\u6765\u8bbf\u95eeQwen2.5\u7684API\u670d\u52a1：<\/p>\n
\u8bb0\u4e0bAPI\u7f51\u5173\u5730\u5740（\u901a\u5e38\u4e3ahttps:\/\/dashscope.aliyuncs.com）<\/li>\n\u26a0\ufe0f \u6ce8\u610f<\/p>\n
AccessKey\u662f\u8c03\u7528API\u7684\u552f\u4e00\u51ed\u8bc1，\u8bf7\u52ff\u6cc4\u9732\u6216\u4e0a\u4f20\u5230\u516c\u5f00\u4ee3\u7801\u5e93\u3002\u5efa\u8bae\u5728\u6b63\u5f0f\u73af\u5883\u4e2d\u4f7f\u7528RAM\u5b50\u8d26\u53f7\u7684\u6743\u9650\u7ba1\u7406\u3002<\/p>\n
2. \u5feb\u901f\u53d1\u8d77\u7b2c\u4e00\u4e2aAPI\u8bf7\u6c42<\/h3>\n2.1 \u5b89\u88c5\u5fc5\u8981\u5de5\u5177<\/h4>\n
\u6211\u4eec\u4f7f\u7528Python\u8fdb\u884c\u6f14\u793a，\u8fd9\u662f\u8c03\u7528API\u6700\u5e38\u7528\u7684\u8bed\u8a00\u3002\u786e\u4fdd\u4f60\u7684\u5f00\u53d1\u73af\u5883\u5df2\u5b89\u88c5：<\/p>\n
pip install dashscope<\/p>\n
\u5982\u679c\u53ea\u9700\u8981\u7b80\u5355\u6d4b\u8bd5，\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528curl\u547d\u4ee4，\u65e0\u9700\u5b89\u88c5\u4efb\u4f55\u4f9d\u8d56\u3002<\/p>\n
2.2 \u57fa\u7840\u6587\u672c\u751f\u6210\u793a\u4f8b<\/h4>\n
\u4e0b\u9762\u662f\u4e00\u4e2a\u5b8c\u6574\u7684Python\u793a\u4f8b，\u5c55\u793a\u5982\u4f55\u8c03\u7528Qwen2.5\u751f\u6210\u6587\u672c：<\/p>\n
import dashscope
\nfrom dashscope import Generation<\/p>\n
# \u8bbe\u7f6e\u4f60\u7684API\u5bc6\u94a5
\ndashscope.api_key = '\u4f60\u7684API\u5bc6\u94a5'<\/p>\n
# \u53d1\u8d77\u751f\u6210\u8bf7\u6c42
\nresponse = Generation.call(
\n model='qwen2.5-7b-chat',
\n prompt='\u7528\u901a\u4fd7\u8bed\u8a00\u89e3\u91ca\u91cf\u5b50\u8ba1\u7b97\u7684\u57fa\u672c\u6982\u5ff5',
\n temperature=0.7, # \u63a7\u5236\u521b\u610f\u7a0b\u5ea6(0-1)
\n top_p=0.9, # \u63a7\u5236\u591a\u6837\u6027(0-1)
\n)<\/p>\n
# \u6253\u5370\u7ed3\u679c
\nprint(response.output.text)<\/p>\n
\u8fd0\u884c\u8fd9\u6bb5\u4ee3\u7801，\u4f60\u5c31\u80fd\u770b\u5230Qwen2.5\u751f\u6210\u7684\u91cf\u5b50\u8ba1\u7b97\u89e3\u91ca\u4e86\u3002\u662f\u4e0d\u662f\u6bd4\u60f3\u8c61\u4e2d\u7b80\u5355？<\/p>\n
2.3 \u4f7f\u7528curl\u5feb\u901f\u6d4b\u8bd5<\/h4>\n
\u5982\u679c\u4f60\u4e0d\u60f3\u5199\u4ee3\u7801，\u53ef\u4ee5\u76f4\u63a5\u5728\u7ec8\u7aef\u7528curl\u6d4b\u8bd5：<\/p>\n
curl -X POST \\\\
\n -H "Authorization: Bearer \u4f60\u7684API\u5bc6\u94a5" \\\\
\n -H "Content-Type: application\/json" \\\\
\n -d '{
\n "model": "qwen2.5-7b-chat",
\n "input": {
\n "messages": [
\n {"role": "user", "content": "\u7528\u901a\u4fd7\u8bed\u8a00\u89e3\u91ca\u91cf\u5b50\u8ba1\u7b97\u7684\u57fa\u672c\u6982\u5ff5"}
\n ]
\n },
\n "parameters": {
\n "temperature": 0.7
\n }
\n }' \\\\
\n https:\/\/dashscope.aliyuncs.com\/api\/v1\/services\/aigc\/text-generation\/generation<\/p>\n
3. \u5173\u952e\u53c2\u6570\u8be6\u89e3\u4e0e\u4f18\u5316\u6280\u5de7<\/h3>\n3.1 \u63a7\u5236\u751f\u6210\u8d28\u91cf\u7684\u53c2\u6570<\/h4>\n
\u8fd9\u4e9b\u53c2\u6570\u76f4\u63a5\u5f71\u54cdAPI\u8fd4\u56de\u7ed3\u679c\u7684\u8d28\u91cf\u548c\u98ce\u683c：<\/p>\n
\n- temperature（0.1-1.0）：\u503c\u8d8a\u9ad8\u7ed3\u679c\u8d8a\u6709\u521b\u610f，\u8d8a\u4f4e\u8d8a\u4fdd\u5b88<\/li>\n
- top_p（0.1-1.0）：\u63a7\u5236\u5019\u9009\u8bcd\u8303\u56f4，0.9\u901a\u5e38\u6548\u679c\u6700\u4f73<\/li>\n
- max_length（1-2048）：\u9650\u5236\u751f\u6210\u6587\u672c\u7684\u6700\u5927\u957f\u5ea6<\/li>\n
- repetition_penalty（1.0-2.0）：\u907f\u514d\u91cd\u590d\u5185\u5bb9，1.2\u662f\u5e38\u7528\u503c<\/li>\n<\/ul>\n
3.2 \u591a\u8f6e\u5bf9\u8bdd\u5b9e\u73b0\u6280\u5de7<\/h4>\n
Qwen2.5\u652f\u6301\u4e0a\u4e0b\u6587\u8bb0\u5fc6，\u5b9e\u73b0\u591a\u8f6e\u5bf9\u8bdd\u53ea\u9700\u7ef4\u62a4\u6d88\u606f\u5386\u53f2：<\/p>\n
messages = [
\n {"role": "system", "content": "\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u79d1\u6280\u6587\u7ae0\u52a9\u624b"},
\n {"role": "user", "content": "\u5199\u4e00\u6bb5\u5173\u4e8eAI\u5728\u533b\u7597\u9886\u57df\u5e94\u7528\u7684\u4ecb\u7ecd"}
\n]<\/p>\n
response = Generation.call(
\n model='qwen2.5-7b-chat',
\n messages=messages,
\n)<\/p>\n
# \u5c06AI\u56de\u590d\u52a0\u5165\u5bf9\u8bdd\u5386\u53f2
\nmessages.append({"role": "assistant", "content": response.output.text})<\/p>\n
# \u7528\u6237\u7ee7\u7eed\u63d0\u95ee
\nmessages.append({"role": "user", "content": "\u80fd\u5177\u4f53\u8bf4\u8bf4\u5728\u5f71\u50cf\u8bca\u65ad\u4e2d\u7684\u5e94\u7528\u5417？"})<\/p>\n
# \u518d\u6b21\u8c03\u7528API
\nresponse = Generation.call(
\n model='qwen2.5-7b-chat',
\n messages=messages,
\n)<\/p>\n
3.3 \u6d41\u5f0f\u8f93\u51fa\u5904\u7406<\/h4>\n
\u5bf9\u4e8e\u957f\u6587\u672c\u751f\u6210，\u53ef\u4ee5\u4f7f\u7528\u6d41\u5f0fAPI\u907f\u514d\u957f\u65f6\u95f4\u7b49\u5f85：<\/p>\n
from dashscope import Generation<\/p>\n
response = Generation.call(
\n model='qwen2.5-7b-chat',
\n prompt='\u8be6\u7ec6\u8bf4\u660e\u533a\u5757\u94fe\u7684\u5de5\u4f5c\u539f\u7406',
\n stream=True, # \u542f\u7528\u6d41\u5f0f
\n)<\/p>\n
for chunk in response:
\n print(chunk.output.text, end='', flush=True)<\/p>\n
4. \u6210\u672c\u63a7\u5236\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h3>\n4.1 \u8ba1\u8d39\u65b9\u5f0f\u89e3\u6790<\/h4>\n
Qwen2.5 API\u91c7\u7528\u6309\u91cf\u4ed8\u8d39\u6a21\u5f0f，\u4e3b\u8981\u8ba1\u8d39\u7ef4\u5ea6：<\/p>\n
\n- \u6309token\u8ba1\u8d39：\u5305\u62ec\u8f93\u5165\u548c\u8f93\u51fa\u7684\u603btoken\u6570<\/li>\n
- \u6a21\u578b\u5dee\u5f02：7B\u6a21\u578b\u6bd4\u66f4\u5927\u5c3a\u5bf8\u6a21\u578b\u4fbf\u5b9c<\/li>\n
- \u514d\u8d39\u989d\u5ea6：\u65b0\u7528\u6237\u901a\u5e38\u6709\u4e00\u5b9a\u514d\u8d39\u8c03\u7528\u989d\u5ea6<\/li>\n<\/ul>\n
\u5f53\u524d7B\u6a21\u578b\u7684\u53c2\u8003\u4ef7\u683c\u7ea6\u4e3a： – \u8f93\u5165：$0.001\/\u5343token – \u8f93\u51fa：$0.002\/\u5343token<\/p>\n
4.2 \u8282\u7701\u6210\u672c\u7684\u5b9e\u7528\u6280\u5de7<\/h4>\n
- \u8bbe\u7f6emax_length：\u907f\u514d\u751f\u6210\u8fc7\u957f\u4e0d\u5fc5\u8981\u7684\u5185\u5bb9<\/li>\n
- \u7f13\u5b58\u5e38\u89c1\u54cd\u5e94：\u5bf9\u56fa\u5b9a\u95ee\u9898\u7b54\u6848\u505a\u672c\u5730\u7f13\u5b58<\/li>\n
- \u6279\u5904\u7406\u8bf7\u6c42：\u5c06\u591a\u4e2a\u95ee\u9898\u5408\u5e76\u4e3a\u4e00\u4e2aAPI\u8c03\u7528<\/li>\n
- \u4f7f\u7528\u7cfb\u7edf\u6d88\u606f：\u63d0\u524d\u8bbe\u5b9a\u89d2\u8272\u548c\u98ce\u683c，\u51cf\u5c11\u5197\u4f59\u4ea4\u4e92<\/li>\n
4.3 \u76d1\u63a7\u7528\u91cf\u4e0e\u8bbe\u7f6e\u544a\u8b66<\/h4>\n
\u5728\u963f\u91cc\u4e91\u63a7\u5236\u53f0\u53ef\u4ee5： 1. \u67e5\u770b\u5b9e\u65f6\u7528\u91cf\u7edf\u8ba1 2. \u8bbe\u7f6e\u6bcf\u65e5\u9884\u7b97\u4e0a\u9650 3. \u914d\u7f6e\u7528\u91cf\u544a\u8b66\u9608\u503c 4. \u5bfc\u51fa\u8be6\u7ec6\u8d26\u5355\u5206\u6790<\/p>\n
\u603b\u7ed3<\/h3>\n\n- \u96f6\u95e8\u69db\u63a5\u5165：\u65e0\u9700\u8d2d\u4e70\u670d\u52a1\u5668，\u6309\u5b9e\u9645\u8c03\u7528\u91cf\u4ed8\u8d39，\u7279\u522b\u9002\u5408\u9884\u7b97\u6709\u9650\u7684\u5c0f\u7a0b\u5e8f\u5f00\u53d1\u8005<\/li>\n
- \u7b80\u5355\u6613\u7528：\u51e0\u884c\u4ee3\u7801\u5c31\u80fd\u63a5\u5165\u5f3a\u5927\u7684Qwen2.5\u6a21\u578b，\u652f\u6301\u6587\u672c\u751f\u6210\u3001\u591a\u8f6e\u5bf9\u8bdd\u7b49\u6838\u5fc3\u529f\u80fd<\/li>\n
- \u7cbe\u7ec6\u63a7\u5236：\u901a\u8fc7temperature\u7b49\u53c2\u6570\u8c03\u8282\u751f\u6210\u6548\u679c，\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u9700\u6c42<\/li>\n
- \u6210\u672c\u53ef\u63a7：\u6e05\u6670\u7684\u8ba1\u8d39\u6a21\u5f0f\u914d\u5408\u7528\u91cf\u76d1\u63a7，\u907f\u514d\u610f\u5916\u652f\u51fa<\/li>\n
- \u5546\u7528\u65e0\u5fe7：7B\u6a21\u578b\u5b8c\u5168\u5f00\u6e90\u4e14\u53ef\u514d\u8d39\u5546\u7528，\u6ca1\u6709\u6cd5\u5f8b\u98ce\u9669<\/li>\n<\/ul>\n
\u73b0\u5728\u5c31\u53bb\u963f\u91cc\u4e91\u5f00\u901a\u670d\u52a1，\u7ed9\u4f60\u7684\u5c0f\u7a0b\u5e8f\u88c5\u4e0aAI\u5927\u8111\u5427！\u5b9e\u6d4b\u4e0b\u6765，Qwen2.5\u7684API\u54cd\u5e94\u901f\u5ea6\u548c\u8d28\u91cf\u90fd\u975e\u5e38\u7a33\u5b9a，\u5b8c\u5168\u80fd\u6ee1\u8db3\u4e2d\u5c0f\u578b\u5e94\u7528\u7684\u9700\u6c42\u3002<\/p>\n
\n💡 \u83b7\u53d6\u66f4\u591aAI\u955c\u50cf<\/p>\n
\u60f3\u63a2\u7d22\u66f4\u591aAI\u955c\u50cf\u548c\u5e94\u7528\u573a\u666f？\u8bbf\u95ee CSDN\u661f\u56fe\u955c\u50cf\u5e7f\u573a，\u63d0\u4f9b\u4e30\u5bcc\u7684\u9884\u7f6e\u955c\u50cf，\u8986\u76d6\u5927\u6a21\u578b\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u3001\u6a21\u578b\u5fae\u8c03\u7b49\u591a\u4e2a\u9886\u57df，\u652f\u6301\u4e00\u952e\u90e8\u7f72\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb974\u6b21\uff0c\u70b9\u8d5e23\u6b21\uff0c\u6536\u85cf14\u6b21\u3002\u96f6\u95e8\u69db\u63a5\u5165\uff1a\u65e0\u9700\u8d2d\u4e70\u670d\u52a1\u5668\uff0c\u6309\u5b9e\u9645\u8c03\u7528\u91cf\u4ed8\u8d39\uff0c\u7279\u522b\u9002\u5408\u9884\u7b97\u6709\u9650\u7684\u5c0f\u7a0b\u5e8f\u5f00\u53d1\u8005\u7b80\u5355\u6613\u7528\uff1a\u51e0\u884c\u4ee3\u7801\u5c31\u80fd\u63a5\u5165\u5f3a\u5927\u7684Qwen2.5\u6a21\u578b\uff0c\u652f\u6301\u6587\u672c\u751f\u6210\u3001\u591a\u8f6e\u5bf9\u8bdd\u7b49\u6838\u5fc3\u529f\u80fd\u7cbe\u7ec6\u63a7\u5236\uff1a\u901a\u8fc7temperature\u7b49\u53c2\u6570\u8c03\u8282\u751f\u6210\u6548\u679c\uff0c\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u9700\u6c42\u6210\u672c\u53ef\u63a7\uff1a\u6e05\u6670\u7684\u8ba1\u8d39\u6a21\u5f0f\u914d\u5408\u7528\u91cf\u76d1\u63a7\uff0c\u907f\u514d\u610f\u5916\u652f\u51fa\u5546\u7528\u65e0\u5fe7\uff1a7B\u6a21\u578b\u5b8c\u5168\u5f00\u6e90\u4e14\u53ef\u514d\u8d39\u5546\u7528\uff0c\u6ca1\u6709\u6cd5\u5f8b\u98ce\u9669\u73b0\u5728\u5c31\u53bb\u963f\u91cc\u4e91\u5f00\u901a\u670d\u52a1\uff0c\u7ed9\u4f60\u7684\u5c0f\u7a0b\u5e8f\u88c5\u4e0aAI\u5927\u8111\u5427\uff01\u5b9e\u6d4b\u4e0b\u6765\uff0cQwen2.5\u7684API\u54cd\u5e94\u901f\u5ea6\u548c\u8d28\u91cf\u90fd\u975e\u5e38\u7a33\u5b9a\uff0c\u5b8c\u5168\u80fd\u6ee1\u8db3\u4e2d\u5c0f\u578b\u5e94\u7528\u7684\u9700\u6c42\u3002\ud83d\udca1\u83b7\u53d6\u66f4\u591aAI\u955c\u50cf\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"topic":[],"class_list":["post-59179","post","type-post","status-publish","format-standard","hentry","category-server"],"yoast_head":"\n
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