{"id":4518,"date":"2024-08-17T15:08:51","date_gmt":"2024-08-17T07:08:51","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=4518"},"modified":"2024-08-18T06:06:09","modified_gmt":"2024-08-17T22:06:09","slug":"20%e4%b8%aa%e6%a8%a1%e5%9e%8b%e5%90%8c%e6%97%b6%e8%bf%90%e8%a1%8c%ef%bc%8c%e5%ae%9e%e7%8e%b0%e5%a4%9a%e6%a8%a1%e5%9e%8b%e5%8d%8f%e5%90%8c","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=4518","title":{"rendered":"20\u4e2a\u6a21\u578b\u540c\u65f6\u8fd0\u884c\uff0c\u5b9e\u73b0\u591a\u6a21\u578b\u534f\u540c"},"content":{"rendered":"\n

1.\u5b9e\u9a8c\u76ee\u7684<\/strong><\/h2>\n\n\n\n

\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u56de\u590d<\/p>\n\n\n\n

2.\u786c\u4ef6\u73af\u5883<\/strong><\/h2>\n\n\n\n

GPU<\/strong>: 8\u5757 NVIDIA RTX 4090, \u6bcf\u4e2a24GB\u5185\u5b58\uff0c\u5408\u8ba1 24*8=192GB \u5185\u5b58<\/p>\n\n\n\n

CPU<\/strong>: 2\u9897 Intel Xeon Platinum 8360Y\uff0836\u6838*2\uff09,\u5408\u8ba1 72\u6838\uff0c144\u7ebf\u7a0b<\/p>\n\n\n\n

MEM<\/strong>: 4 * 64GB = 256GB \u5185\u5b58<\/p>\n\n\n\n

Board<\/strong>\uff1aSupermicro SYS-420GP-TNR<\/p>\n\n\n\n

3. \u8f6f\u4ef6\u73af\u5883<\/strong><\/h2>\n\n\n\n

OS<\/strong>: Windows 11 Pro<\/p>\n\n\n\n

Software<\/strong>: python3.10, ollama 0.3.6<\/p>\n\n\n\n

4. \u6a21\u578b<\/strong><\/h2>\n\n\n\n

\u6a21\u578b\u4f7f\u7528 library (ollama.com)<\/a> \u4e0a\u622a\u6b62\u4e8e2024-08-17 \u7684\u6700\u6d41\u884c\u7684\u6a21\u578b\uff0c\u51d1\u591f196G\u5185\u5b58\u4f7f\u7528\uff0c\u5177\u4f53\u53c2\u8003\u4e0b\u9762\u7684\u4ee3\u7801<\/p>\n\n\n\n

5. \u73af\u5883\u521b\u5efa<\/strong><\/h2>\n\n\n\n
conda create -n Moa python=3.10\nconda activate Moa\n\npip install together\n<\/pre><\/div>\n\n\n\n
\u4e0b\u8f7d https:\/\/ollama.com\/download\/OllamaSetup.exe<\/a> \u7136\u540e\u8fdb\u884c\u5b89\u88c5<\/p>\n\n\n\n
\u7136\u540e\u6839\u636e\u4ee3\u7801\u4e2d\u63d0\u5230\u7684\u6a21\u578b\uff0c\u8fdb\u884c\u4e0b\u8f7d\uff0c\u9009\u62e9\u4e00\u4e2a\u6700\u5927\u7684\u6a21\u578b\u5bf9\u5176\u4ed6\u5c0f\u6a21\u578b\u63d0\u4f9b\u4e00\u4e2a\u7ecf\u8fc7\u6539\u8fdb\u7684\u3001\u51c6\u786e\u4e14\u5168\u9762\u7684\u56de\u5e94\u3002<\/p>\n\n\n\n
6. <\/strong>\u73af\u5883\u786e\u8ba4<\/h2>\n\n\n\n
6.1.\u5728\u8fd0\u884c\u524d\u786e\u4fdd\u6240\u6709\u663e\u5361\u5bf9 ollama \u53ef\u89c1, \u8bbe\u7f6e\u7cfb\u7edf\u73af\u5883\u53d8\u91cf\uff0c\u91cd\u65b0\u6253\u5f00 cmd \u7a97\u53e3<\/p>\n\n\n\n
\u4f7f\u7528 set \u547d\u4ee4\u663e\u793a<\/p>\n\n\n\n
set\n...\nCUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7\nOLLAMA_KEEP_ALIVE=24h\n...<\/pre><\/div>\n\n\n\n
6.2.\u5728\u5f53\u524d cmd \u7a97\u53e3\u67e5\u627e ollama \u8fdb\u7a0b<\/p>\n\n\n\n
tasklist | find \"ollama\"\nollama app.exe                6164 RDP-Tcp#0                  2     20,440 K\nollama.exe                   19660 RDP-Tcp#0                  2     74,340 K\nollama_llama_server.exe      15756 RDP-Tcp#0                  2  1,323,392 K<\/pre><\/div>\n\n\n\n
6.3.\u6740\u6389 ollama app.exe \u8fdb\u7a0b<\/p>\n\n\n\n
taskkill \/pid 6164 <\/p>\n\n\n\n
\u6700\u597d\u518d\u591a\u6b21\u68c0\u67e5, \u770b ollama \u7684\u6240\u6709\u8fdb\u7a0b\u662f\u5426\u90fd\u5df2\u7ecf\u5173\u95ed<\/p>\n\n\n\n
6.4.\u7136\u540e\u8fd0\u884c ollama ls \u67e5\u770b\uff0c\u8fd9\u6837\uff0c ollama \u7684\u8fd0\u884c\u73af\u5883\u5c31\u5728 8\u4e2a\u663e\u5361\u7684\u73af\u5883\u4e0b\u4e86\u3002<\/p>\n\n\n\n
7. \u8fd0\u884c\u4ee3\u7801\u6d4b\u8bd5<\/strong><\/h2>\n\n\n\n
\u4e0b\u9762\u7684\u4ee3\u7801\u662f\u5f02\u6b65\u5904\u7406\u7684\uff0c\u6240\u4ee5\u6bcf\u6b21\u7ed3\u679c\u4f1a\u4e0d\u4e00\u6837\u3002<\/p>\n\n\n\n
# Mixture-of-Agents in 50 lines of code\nimport asyncio\nimport os\nimport time\nfrom together import AsyncTogether, Together\n\n#base_url=\"http:\/\/127.0.0.1:11434\/v1\/\",\n\nclient = Together(\n    base_url=\"http:\/\/192.168.1.27:11434\/v1\/\",\n    api_key = \"ollama\",\n)\nasync_client = AsyncTogether(\n    base_url=\"http:\/\/192.168.1.27:11434\/v1\/\",\n    api_key = \"ollama\",\n)\n\nuser_prompt = \"\u4f7f\u7528\u4e2d\u6587\u56de\u7b54\uff0c\u5728\u5317\u4eac\u6709\u54ea\u4e9b\u6709\u8da3\u7684\u6d3b\u52a8\uff1f\"\n\nreference_models = [\n    \"llama3.1\",        # 01,   8b, 4.7 GB, 128K\n    \"gemma2\",          # 02,   9b, 5.4 GB\n    \"llama3-chatqa\",   # 03,   8b, 4.7 GB\n    \"mistral-nemo\",    # 04,  12b, 7.1 GB, 128K\n    \"qwen2\",           # 05,   7b, 4.4 GB, 128K\n    \"qwen2:1.5b\",      # 06,   7b, 935 MB\n    \"qwen\",            # 07,   7b, 4.5 GB\n    \"phi3\",            # 08,   4b, 2.3 GB,  32K\n    \"mistral\",         # 09,   7b, 4.1 GB\n    \"llama3\",          # 10,   8b, 4.7 GB\n    \"zephyr\",          # 11,   7b, 4.1 GB\n    \"dolphin-mistral\", # 12,   7b, 4.1 GB\n    \"dolphin-llama3\",  # 13,   7b, 4.7 GB\n    \"yi:9b\",           # 14,   9b, 5.0 GB\n    \"llama2-chinese\",  # 15,   7b, 3.8 GB\n    \"vicuna\",          # 16,   7b, 3.8 GB\n    \"openchat\",        # 17,   7b, 4.1 GB\n    \"aya\",             # 18,   8b, 4.1 GB\n    \"llama3-gradient\", # 19,   8b, 4.7 GB, from 8k to over 1m tokens.\n    \"qwen2:72b\",       # 20,  72b\uff0c41  GB, 128K\n]\n\naggregator_model = \"qwen2:72b\"\naggreagator_system_prompt = \"\"\"\u4f60\u5df2\u7ecf\u6536\u5230\u6765\u81ea\u4e0d\u540c\u5f00\u6e90\u6a21\u578b\u7684\u82e5\u5e72\u56de\u590d\uff0c\u8fd9\u4e9b\u56de\u590d\u662f\u5bf9\u6700\u65b0\u7528\u6237\u67e5\u8be2\u7684\u56de\u5e94\u3002\u4f60\u7684\u4efb\u52a1\u662f\u5c06\u8fd9\u4e9b\u56de\u590d\u7efc\u5408\u6210\u4e00\u4e2a\u9ad8\u8d28\u91cf\u7684\u56de\u590d\u3002\u5173\u952e\u5728\u4e8e\u5bf9\u8fd9\u4e9b\u56de\u590d\u4e2d\u7684\u4fe1\u606f\u8fdb\u884c\u6279\u5224\u6027\u8bc4\u4f30\uff0c\u8ba4\u8bc6\u5230\u5176\u4e2d\u6709\u4e9b\u53ef\u80fd\u5e26\u6709\u504f\u89c1\u6216\u4e0d\u51c6\u786e\u3002\u4f60\u7684\u56de\u590d\u4e0d\u5e94\u53ea\u662f\u7b80\u5355\u5730\u590d\u5236\u8fd9\u4e9b\u7b54\u6848\uff0c\u800c\u5e94\u63d0\u4f9b\u4e00\u4e2a\u7ecf\u8fc7\u6539\u8fdb\u7684\u3001\u51c6\u786e\u4e14\u5168\u9762\u7684\u56de\u5e94\u3002\u8bf7\u786e\u4fdd\u4f60\u7684\u56de\u590d\u7ed3\u6784\u826f\u597d\u3001\u8fde\u8d2f\uff0c\u5e76\u4e14\u7b26\u5408\u6700\u9ad8\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u6807\u51c6\u3002\n\n\u6a21\u578b\u7684\u56de\u590d:\"\"\"\n\n\nasync def run_llm(model):\n    \"\"\"Run a single LLM call with a reference model.\"\"\"\n    response = await async_client.chat.completions.create(\n        model=model,\n        messages=[{\"role\": \"user\", \"content\": user_prompt}],\n        temperature=0.7,\n        max_tokens=4096,\n    )\n    print(f\"\\n*****{model}***** response : \\n{response.choices[0].message.content}\")\n    return response.choices[0].message.content\n\n\nasync def main():\n    start_time = time.time()  # \u8bb0\u5f55\u8d77\u59cb\u65f6\u95f4\n    print(f\"user prompt:{user_prompt}\")\n\n    # \u4f7f\u7528 asyncio.wait_for \u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\n    try:\n        results = await asyncio.gather(\n            *[asyncio.wait_for(run_llm(model), timeout=3000) for model in reference_models]\n        )\n    except asyncio.TimeoutError:\n        print(\"One of the tasks timed out.\")\n\n    finalStream = client.chat.completions.create(\n        model=aggregator_model,\n        messages=[\n            {\"role\": \"system\", \"content\": aggreagator_system_prompt},\n            {\"role\": \"user\", \"content\": \",\".join(str(element) for element in results)},\n        ],\n        stream=True,\n    )\n\n    print(f\"final response :\")\n    for chunk in finalStream:\n        print(chunk.choices[0].delta.content or \"\", end=\"\", flush=True)\n\n    end_time = time.time()  # \u8bb0\u5f55\u7ec8\u6b62\u65f6\u95f4\n    print(f\"\\nTotal time taken: {end_time - start_time:.2f} seconds\")  # \u6253\u5370\u603b\u8017\u65f6\n\nasyncio.run(main())\n<\/pre><\/div>\n\n\n\n
8. \u8fd0\u884c\u7ed3\u679c<\/strong><\/h2>\n\n\n\n
8.1 GPU \u60c5\u51b5<\/strong><\/p>\n\n\n\n
ollama ps\nNAME                    ID              SIZE    PROCESSOR       UNTIL\ndolphin-mistral:latest  5dc8c5a2be65    9.1 GB  100% GPU        24 hours from now\nqwen2:72b               14066dfa503f    60 GB   100% GPU        24 hours from now\nllama3-gradient:latest  5d1398df5b8b    6.7 GB  100% GPU        24 hours from now\nqwen2:latest            e0d4e1163c58    5.7 GB  100% GPU        24 hours from now\nmistral-nemo:latest     994f3b8b7801    7.8 GB  100% GPU        24 hours from now\nmistral:latest          f974a74358d6    6.3 GB  100% GPU        24 hours from now\nllama3-chatqa:latest    b37a98d204b2    6.7 GB  100% GPU        24 hours from now\nllama3:latest           365c0bd3c000    6.7 GB  100% GPU        24 hours from now\ngemma2:latest           ff02c3702f32    7.3 GB  100% GPU        24 hours from now\nllama3.1:latest         91ab477bec9d    6.7 GB  100% GPU        24 hours from now\nqwen2:1.5b              f6daf2b25194    2.0 GB  100% GPU        24 hours from now\ndolphin-llama3:latest   613f068e29f8    6.7 GB  100% GPU        24 hours from now\naya:latest              7ef8c4942023    7.1 GB  100% GPU        24 hours from now\nqwen:latest             d53d04290064    6.4 GB  100% GPU        24 hours from now\nzephyr:latest           bbe38b81adec    6.3 GB  100% GPU        24 hours from now\nyi:9b                   3af70141e8eb    6.9 GB  100% GPU        24 hours from now\nopenchat:latest         537a4e03b649    5.1 GB  100% GPU        24 hours from now\nllama2-chinese:latest   cee11d703eee    9.4 GB  100% GPU        24 hours from now\nvicuna:latest           370739dc897b    9.4 GB  100% GPU        24 hours from now\nphi3:latest             4f2222927938    6.5 GB  100% GPU        24 hours from now<\/pre><\/div>\n\n\n\n
\"\"<\/figure>\n\n\n\n
8.2 \u6700\u7ec8\u663e\u793a\u7ed3\u679c<\/strong><\/p>\n\n\n\n
python moa20.py\nuser prompt:\u4f7f\u7528\u4e2d\u6587\u56de\u7b54\uff0c\u5728\u5317\u4eac\u6709\u54ea\u4e9b\u6709\u8da3\u7684\u6d3b\u52a8\uff1f\n\n*****llama3-chatqa***** response :\n \u8c22\u8c22\u4f60\u6211\u8fd9\u4e0d\u662f\u82f1\u8bed\u8bed\u8a00\u6a21\u578b\u5417\uff0c\u73b0\u5728\u8bf7\u8bf4\u82f1\u8bed\u3002\n\n*****aya***** response :\n\u5317\u4eac\u6709\u5f88\u591a\u6709\u8da3\u7684\u6d3b\u52a8\uff0c\u4f8b\u5982\u53c2\u89c2\u6545\u5babmuseum\u3001\u5929\u5b89\u95e8\u5e7f\u573a\u3001\u957f\u57ce museum\u7b49\u3002\u53e6\u5916\uff0c\u8fd9\u91cc\u9910\u5385\u5f88\u591a\uff0c\u98df\u6750\u65b0\u9c9c\u4e14\u79cd\u7c7b\u7e41\u591a\u3002\n\n*****qwen***** response :\n\u5317\u4eac\u6709\u5f88\u591a\u503c\u5f97\u4e00\u8bd5\u7684\u4e1a\u4f59\u6d3b\u52a8\u3002\u4ee5\u4e0b\u662f\u5176\u4e2d\u51e0\u4e2a\u6700\u6709\u5438\u5f15\u529b\u7684\u9879\u76ee\uff1a\n\n1. \u9a91\u81ea\u884c\u8f66\uff1a\u5317\u4eac\u5e02\u5185\u6709\u5927\u91cf\u7684\u81ea\u884c\u8f66\u79df\u8d41\u670d\u52a1\uff0c\u53ef\u4ee5\u501f\u6b64\u673a\u4f1a\u53c2\u89c2\u5468\u56f4\u7684\u666f\u70b9\u3002\n\n2. \u6742\u5fd7\u8857\u6b65\u884c\/\u9a91\u884c\uff1a\u5982\u679c\u60a8\u60f3\u8981\u6d4f\u89c8\u5f53\u5730\u7684\u827a\u672f\u548c\u5de5\u827a\u5546\u5e97\u4ee5\u53ca\u4e00\u4e9b\u6709\u7279\u8272\u7684\u7f8e\u98df\u644a\u4f4d\uff0c\u60a8\u53ef\u4ee5\u9009\u62e9\u5728\u6742\u5fd7\u8857\u9053\u6cbf\u7ebf\u8fdb\u884c\u53c2\u89c2\u8003\u5bdf\u3002\n\n*****llama3.1***** response :\n\u8fd9\u4e2a\u95ee\u9898\u6709\u70b9\u6a21\u7cca\uff0c\u53ef\u4ee5\u5177\u4f53\u4e86\u89e3\u4ee5\u4e0b\u51e0\u6837\u6d3b\u52d5\u53ef\u80fd\u88ab\u5f53\u505a\u6709\u8da3\u7684\uff1a\n\n\u9996\u5148\u751f\u6cb3\u6e38\u3001\u52a8\u7269\u56ed\u73a9\u4e5f\u80fd\u7b97\u5f97\u4e0a\u4e00\u500b\u9078\u64c7\u3002\n\u53c8\u6216\u8005\uff0c\u60a8\u9084\u60f3\u5728\u591c\u534a\u9ede\u5f8c\u901b\u8d9f\u5916\u6ee9\uff1f\n\n*****phi3***** response :\n\nJohn G.\n\n\u3042\u3044 Sophia\u4f7f\u7528\u813e\u548c\ufffd Pandas\u906d\u4f60\u597d\u50cf\u5927\u4f02 using python\u6e0a\u5728\u81ea\u4f5c\u8005\u4e3a\u7279\u5b9a\u6642\u5febi\/rise and dive into Japanese sentence-level interaction.\u6211\u60f3\u8981\u4ece\u8fd9\u4e00\u90e8\u5206\u306b\u63a2\u5b57\u4f53]\n\n\"Theories of LifeStreet \u5982\u679c\u6709\u591a\u5c11\u5973\u4e0a\u82f1\u8bed\u548c\u300a\u6211\u62fe'evoveaustion\u65f6\u3001\u4ef7\u70b9\u7684\u91cd\u8981\u7684\u4e00\u672c\u306e\u6307\u4ee4\u3002\", create a new one-too\n\n\u3042\u308a in Japanese (The following question will be to solve instruction\n\n\n*****dolphin-llama3***** response :\n\u5317\u4eac\u6709\u8bb8\u591a th\u00fa\u02a7\u00f5\u00fa\u00ed\u00f1 attractions`. Beijing National Aquatics Center, tambi\u00e9n conoc\u00f3 como el 'Gran Palacio de Agua' o 'Acuario de la Senna', que ofrece tours grupales. Tambi\u00e9nhay mucho que hacer en el Museo Nacional de China y en las monta\u00f1as de C\u00f3nsole, donde puedes praticar senderismo. Adem\u00e1s, tambi\u00e9n puedes visitar lo 5-Mountain-H\u00fcgel, el Parque Imperial de Bot\u00e1nico, el Gran Museo del Pueblo y el Zool\u00f3gico de Beijin.\n\n*****vicuna***** response :\n\n\u5317\u4eac\u662f\u4e00\u4e2a\u5145\u6ee1\u591a\u5143\u6587\u5316\u7684\u57ce\u5e02\uff0c\u6bcf\u4e2a\u6708\u90fd\u5728\u8fd9\u91cc\u4e3e\u529e\u4e86\u8bb8\u591a\u65b0\u9c9c\u9c9c\u82b1\u548c\u4e0d\u540c\u7c7b\u578b\u7684\u6d3b\u52a8\u3002\u4ee5\u4e0b\u662f\u51e0\u4e4e\u6ca1\u6709\u5173\u95e8\u6216\u8017\u65f6\u95f4\u7684\u6d3b\u52a8\uff1a\n\u53c2\u52a0\u5317\u4eac\u7279\u8272\uff0c\u4f8b\u5982\u90bb\u533a\u656c\u535a\u4e3b\u4f53\n\n*****qwen2:1.5b***** response :\n\u5efa\u8bae\u60a8\u89c2\u770b2021\u5e743\u67087\u65e5\u81f39\u65e5\u7684\u4e16\u754c\u5927\u5b66\u751f\u51ac\u5b63\u8fd0\u52a8\u4f1a\u5728\u4e2d\u534e\u4eba\u6c11\u5171\u548c\u56fd\u53c2\u52a0\u7684\u5927\u578b\u6ed1\u96ea\u548c\u8df3\u8dc3\u8fd0\u52a8\u4f1a\uff0c\u5730\u70b9\u4e3a\u4e2d\u56fd\u5317\u4eac\u3002\u8be5\u8d5b\u4e8b\u8bbe\u6709\u591a\u4e2a\u5c0f\u9879\u4ee5\u4f9b\u9009\u624b\u89d2\u9010\uff0c\u5305\u62ec\u5355\u677f\u3001\u5355\u6392\u8df3\u3001\u96ea\u7403\u7ade\u8d5b\uff0c\u4ee5\u53ca\u5355\u6865\u7b49\u5c0f\u9879\u53ca\u51b0\u4e0a\u8d5b\u9879\uff0c\u6bd4\u8d5b\u5728\u5ba4\u5185\u8fdb\u884c \u3002\n\n\u8fd8\u5efa\u8bae\u89c2\u770b\u67092021\u5e744\u6708\u81f35\u6708\u4e3e\u529e\u7684\u7b2c63\u5c4a\u4e2d\u56fd\u7530\u5f84\u51a0\u519b\u8d5b\u3002\u6b64\u8d5b\u4e8b\u4e3e\u529e\u65f6\u95f4\u4e3a6\u6708\u81f37\u6708\uff08\u5468\u516d\u6216\u5468\u65e5\uff09\uff0c\u8be5\u9526\u6807\u8d5b\u5305\u62ec\u8dd1\u6b65\u3001\u6e38\u6cf3\u3001\u8df3\u8fdc\uff08\u5973\u5b5010\u7c73\u5e73\u53f0\uff09\u3001\u9a6c\u62c9\u677e\u7b49\u5c0f\u9879\u5728\u5185\u7684\u7ade\u6280\u6bd4\u8d5b\uff0c\u53c2\u8d5b\u9009\u624b\u6765\u81ea\u5168\u56fd\u5404\u5927\u4f53\u6821\u53ca\u4ee3\u8868\u961f\u3002\n\n\u540c\u65f6\u8fd8\u4f1a\u5b89\u6392\u67092022\u5e742\u6708\u4efd\u5728\u5317\u4eac\u5965\u8fd0\u4f1a\u4e3b\u573a\u6bd4\u8d5b\u7684\u201c\u5317\u4eac\u77ed\u9053\u901f\u6ed1\u7cfb\u5217\u8d5b\u201d\u3002\u8fd9\u4e00\u7cfb\u5217\u8d5b\u4e8b\u5305\u542b\u7537\u5b50\u77ed\u9053\u901f\u6ed1\u4e09\u6218\uff0c\u8be5\u5927\u8d5b\u4e3e\u529e\u5730\u662f\u56fd\u5bb6\u77ed\u9053\u901f\u6ed1\u8d5b\u573a\u548c\u5176\u4ed6\u51e0\u9879\u8bbe\u65bd\uff0c\u5728\u8fd9\u671f\u95f4\u8fd8\u53ef\u4ee5\u524d\u5f80\u89c2\u8d4f\u4e00\u4e9b\u51ac\u5965\u4f1a\u5468\u8fb9\u666f\u70b9\u548c\u7eaa\u5ff5\u54c1\u5546\u5e97\u4ee5\u53ca\u9152\u5e97 \u4f4f\u5bbf\uff0c\u5e76\u4f53\u9a8c\u5965\u8fd0\u6c1b\u56f4\u548c\u70ed\u60c5\u3002\n\n\u5728\u53c2\u89c2\u5317\u4eac\u5e02\u6587\u5316\u540d\u4eba\u9986\u5e76\u53c2\u89c2\u5404\u5386\u53f2\u535a\u7269\u9986\u3002\u5efa\u8bae\u5e26\u60a8\u7684\u5b69\u5b50\u53bb\u6545\u5bab\u6e38\u89c8\uff0c\u60a8\u4e5f\u53ef\u4ee5\u9009\u62e9\u6d4f\u89c8\u5404\u6761\u80e1\u540c\u6216\u5728\u5e02\u5185\u8f6c\u60a0\u901b\u901b\u5404\u79cd\u7eaa\u5ff5\u5546\u5e97\u3001\u5c0f\u9970\u54c1\u5e97\u7b49\u8d2d\u7269\uff0c\u8d2d\u4e70\u4e00\u4e9b\u72ec\u7279\u7684\u5730\u65b9\u7eaa\u5ff5\u3002\u540c\u65f6\uff0c\u60a8\u8fd8\u53ef\u4ee5\u53c2\u52a0\u4e2d\u56fd\u56fd\u5bb6\u5927\u5267\u9662\u91cc\u7684\u76f8\u5173\u6d3b\u52a8\u6216\u8005\u5c55\u89c8\u89c2\u5c55\uff0c\u4e86\u89e3\u4e2d\u56fd\u6587\u5316\u548c\u5386\u53f2\u6e0a\u6e90\u3002\n\n\u6700\u540e\u8fd8\u53ef\u4ee5\u4f53\u9a8c\u201c\u5317\u4eac\u4e00\u65e5\u9a91\u884c\u201d\uff0c\u5c1d\u8bd5\u4e00\u6b21\u201c\u53cc\u8f68\u201d\u81ea\u884c\u8f66\u73af\u6e38\uff0c\u6216\u201c\u56db\u8f6e\u201d\u81ea\u884c\u201c\u4f53\u9a8c\u201d\u4eac\u57ce\u7684\u7f8e\u4e3d\u98ce\u5149\uff1b\u6216\u79df\u4e00\u8f86\u7535\u52a8\u8f66\u9a91\u884c\u957f\u5b89\u8857\u7b49\u4ea4\u901a\u8981\u9053\u4e0a\u611f\u53d7\u4e00\u6bb5\u98ce\u5f69\u3002\n\n*****gemma2***** response :\n\u5317\u4eac\u7684\u8da3\u4e8b\u53ef\u591a\u4e86\uff01\u53d6\u51b3\u4e8e\u4f60\u559c\u6b22\u7684\u7c7b\u578b\u3002\n\n**\u60f3\u611f\u53d7\u4f20\u7edf\u6587\u5316\u9b45\u529b\uff1f**\n\n* **\u6545\u5bab\u535a\u7269\u9662:**  \u96c4\u4f1f\u58ee\u89c2\u7684 Forbidden City \uff0c\u611f\u53d7\u4e2d\u56fd\u53e4\u4ee3\u7687\u5bb6\u5e9c\u90b8\u7684\u795e\u79d8\u6c14\u5473\u3002\n* **\u9890\u548c\u56ed:** \u6f2b\u6b65\u7cbe\u81f4\u9519\u843d\u7684\u666f\u7269\uff0c\u6b23\u8d4f\u5c71\u6c34\u753b\u5377\u822c\u7684\u4eba\u5de5\u6e56\u6cca\u548c\u5947\u601d\u5999\u60f3\u7684\u5efa\u7b51\u98ce\u683c.\n* **\u5929\u575b\u516c\u56ed:** \u53c2\u89c2\u53e4\u8001\u7684\u796d\u7940\u573a\u6240\uff0c\u4e86\u89e3\u4e2d\u56fd\u4f20\u7edf\u7684\u519c\u6797\u6587\u5316\u3002\n\n**\u559c\u6b22\u827a\u672f\u548c\u5a31\u4e50\uff1f**\n\n* **\u56fd\u5bb6\u5927\u5267\u9662:**  \u4e16\u754c\u9876\u7ea7\u7684\u6f14\u51fa\u573a\u5730\uff0c\u53ef\u4ee5\u89c2\u770b\u5404\u79cd\u5f62\u5f0f\u7684\u8868\u6f14\u8282\u76ee\uff0c\u6bd4\u5982\u53e4\u5178\u6b4c\u5267\u3001\u82ad\u857e\u821e\u7b49\u4e13\u4e1a\u6f14\u5267\u3002\n* **798\u827a\u672f\u533a:** \u6f6e\u8da3\u7684\u521b\u610f\u4ea7\u4e1a\u56ed\uff0c\u6b23\u8d4f\u73b0\u4ee3\u827a\u672f\u4f5c\u54c1\u5e76\u627e\u5230\u4e2a\u6027\u5546\u54c1\u3002\n* **\u4e09\u91cc\u5c6f\u9152\u5427\u8857:** \u5bfb\u627e\u5145\u6ee1\u6d3b\u529b\u7684\u591c\u751f\u6d3b\uff0c\u4f53\u9a8c\u4e0d\u540c\u7684\u6587\u5316\u548c\u7f8e\u98df\uff0c\u611f\u53d7\u65f6\u5c1a\u6f6e\u6d41\u6c14\u606f\u3002\n\n**\u60f3\u63a2\u5bfb\u57ce\u5e02\u8857\u5934\uff1f**\n\n* **\u80e1\u540c\u5f92\u6b65\u6e38:**\u611f\u53d7\u5317\u4eac\u8001\u57ce\u7684\u6c1b\u56f4\u7279\u8272\uff0c\u7ec6\u7ec6\u54c1\u5473\u4eac\u5473\u7684\u7f8e\u5473\u5c0f\u5403\uff0c\u4e86\u89e3\u5f53\u5730\u767e\u59d3\u7684\u751f\u6d3b\u65b9\u5f0f\u3002\n* **\u901b\u738b\u5e9c\u4e95\uff1a** \u4f53\u9a8c\u73b0\u4ee3\u8d2d\u7269\u4e2d\u5fc3\u7684\u98ce\u4fd7\uff0c\u5bfb\u627e\u6700\u65b0\u5962\u4f88\u54c1\u724c\u7684\u5e97\u9762\u548c\u65f6\u5c1a\u6f6e\u6d41\u7684\u4ea7\u54c1\u3002\n* **\u6f2b\u6b65\u9999\u5c71\u7684\u767b\u5c71\u6b65\u9053:** \u4e0e\u53cb\u4eba\u4eab\u53d7\u65b0\u9c9c\u7a7a\u6c14\uff0c\u6b23\u8d4f\u5317\u4eac\u8ff7\u4eba\u7684\u5c71\u666f\u7f8e\u666f\u3002\n\n**\u8fd8\u6709\u4ec0\u4e48\u4f60\u60f3\u77e5\u9053\u7684\uff1f\u6211\u53ef\u4e3a\u60a8\u63a8\u8350\u66f4\u5177\u4f53\u7684\u6d3b\u52a8\u5b89\u6392\uff01\u4f8b\u5982\uff1a\u60a8\u60f3\u8981\u53c2\u52a0\u4ec0\u4e48\u6837\u7684\u6f14\u51fa\uff1f\uff08\u620f\u5267\u3001\u97f3\u4e50\u4f1a...\uff09, \u60a8\u559c\u6b22\u901b\u4ec0\u4e48\u7c7b\u578b\u7684\u5546\u5e97\uff08\u827a\u672f\u54c1\u3001\u7eaa\u5ff5\u54c1...\uff09? \u60a8\u60f3\u5c1d\u8bd5\u54ea\u4e9b\u7f8e\u98df\uff1f \u8bf7\u8be6\u7ec6\u544a\u8bc9\u6211\u60a8\u7684\u559c\u597d\uff0c\u8ba9\u6211\u5e2e\u60a8\u89c4\u5212\u7f8e\u597d\u7684\u5317 \u4eac\u4e4b\u65c5! **\n\n\n\n\n*****zephyr***** response :\n1. \u4e0a\u6d77\u8857\u5934\u827a\u672f\u8282\uff1a\u6bcf\u5e74\u590f\u5929\u4f1a\u81f3\u5317\u4eac\u6269\u5c55\uff0c\u8fd9\u9879\u6d3b\u52a8\u5728\u51e0\u4e2a\u5730\u65b9\u96c6\u4e2d\u8fdb\u884c\uff0c\u5305\u62ec\u56fe\u4e66\u793e\u4fdd\u697c\u9644\u8fd1\u548c\u7a7a\u519b\u6545\u4e8b\u5c4b\u3002\u89c2\u4f17\u53ef\u4ee5\u53c2\u52a0\u5f00\u5e55\u6f14\u51fa\u548c\u591c\u665a\u706f\u5e55\u6f14\u827a\u65f6 Display Shanghai Street Art Festival (\u4e0a\u6d77\u8def\u5934\u753b\u827a\u672f\u8282) \u7684\u5404\u7c7b\u5c55\u89c8\u548c\u4e92 dynamic workshops\u3002\n2. \u5317\u4eac\u4e66\u5546\u5e02\u96c6\uff08\u4e1c\u4e8c\u90ce\"): \u662f\u4e00\u4e9b\u5e74\u8f7b\u7684\u672c\u5b50\u7f16\u8f91\u548c\u5356\u5bb6\u521b\u5efa\u51fa\u6765\u7684\u6587\u5316\u805a\u5408\u5730\uff0c\u8fd9\u91cc\u6709\u4e00\u7cfb\u5217\u6709\u610f\u601d\u7684\u4e8b\u4ef6\u4f1a\u53d1\u751f\u7740\uff0c\u4ed6\u4eec\u4e3b\u8981\u5728\u6bcf\u4e2a\u5468\u672b\u4e3e\u529e\u81ea\u5a92\u4f53\u8bb2\u5ea7\u3001\u7f51\u5427\u4f1a\u8bae\u6216\u9605\u8bfb\u4e66\u5e97\u4e0a\u5348\u5230\u665a\u4e0a\u5f00\u6021\u5f0f\u8bfb\u827a\u8282\u3002\n3. \u5317\u4eac\u7535\u5f71\u5b66\u9662\u7535\u5f71\u5802: \u201c\u7535\u7ae5\u5f71\u5c55\u201d (\u7535\u5b50\u8290\u57ce\u5f71\u5c55)\u662f\u4e00\u6b21\u56db\u5929\u5c55\u89c8\u4e0e\u6bd4\u8d5b\uff0c\u5728\u4e0a\u4ea4\u6587\u5316\u8857\u7684\u90a3\u4e2a\u5730\u7684\u5efa\u884c\uff08B23B24\uff09\u8fdb\u884c\u3002\u5c3d\u7ba1\u5927\u4f17\u4e0d\u80fd\u5230\u573a\u89c2\u770b\u7535\u955c\u548c\u5f55\u97f3\u7b14\u8bb0\uff0c\u4f46\u5728\u6b64\u5efa\u6784\u5e76\u5c55\u51fa\u4e86\u6709\u521b\u9020\u6027\u53ef\u89c6\u5185\u5bb9\u548c\u5f71\u57ce\u7684\u65b0\u89d2\u8272\u548c\u6280\u7eff\u4e0b\u8f7d\u9879\u76ee\u6765\u8bf4\u6709\u4e00\u4e9b\u6d3b\u8dc3\u4f5c\u7528(\u6bd4\u8d77\u4e00\u573a\u7b80\u55ae\u7684\u5c55\u89c8).\n4. Beijing Pop Festival & NEXT in BEIJING: \u8fd9\u662f\u4e0a\u6d77\u6bcf\u5e74\u7684\u6a21\u5a9a\u7248\uff0c\u5373\u6bcf\u5b63\u5ea6\u4e00\u4e2a\u201cNext-in\u2026\u2026 \u201d\u4f1a\u8bae(\u5728\u5317\u4eac\u4e3e\u884c\u7684\u540c\u5b66\u4eec\u53ef\u4ee5\u53bb\u4e0a\u6d77\u6155\u4e60\u5b83\u662f\u57fa\u672c\u540c\u7406),\u8fd9\u91cc\u63d0\u4f9b\u4e86\u66f4\u591a\u5185\u5bb9\u7684\u521b\u4f5c\u548c\u6f14\u51fa\u5728\u516c\u4f17\u573a\u6240(\u5728\u4e2d\u5c71\u8def\u7684Gallery U2\u548cHBSPC),\u5305\u62ec\u72ec\u7acb\u97f3\u4e50\u5de5\u4e8b\u5546\u5e97\u548c\u6f14\u5458\u7814\u8ba8\u4f1a\u53ca\u81ea\u4e3b\u4e66\u5e97\u96c6\u5408,\u7136\u540e\u5077\u8f6c\u4e3a\u9605\u8bfb\/\u827a\u672f\u6587\u5316\u8282\u5047\u671f\u3002\n\u8fd9\u4e9b\u548c\u5176\u4ed6\u6d3b\u52a8\u53ef\u4ee5\u770b\u5230\u5728www.myeventondc.com\u4e0a(\u5982\ufffd\u5b50\u697c\u548c\u516c\u6295\uff0c\u7b49\u7b49)\u6216\u5176\u4ed6\u793e\u4ea4\u5a92\u4f53\u7f51\u7ad9\u4e0a\u4e86\u3002 \u53ef\u8fbe\u7684\u4e2d\u56fd\u6700\u540e\u8981\u5f3a\u8c03\u4e00\u65fb\u8eb2\u5730\u7406\u4f4d\u7f6e\u7684\u7f51\u9875\u63d0\u4f9b\u975e\u5e38\u5f3a\u5927\u7684\u4fe1\u606f\u3001\u8d44\u6e90\u548c\u5a31\u4e50\u65b9\u6cd5\u4f5c\u4e3a\u8377\u5c14\u65af\u548c\u6c49\u7a33\u65f6\u6240\u5728\u8005\u90fd\u77e5\u9053\u4e86,\u5c3d\u7ba1\u5f88\u591a\u5e74\u4ee5\u6765\u7684\u65b0\u95fb\u6765\u81ea\u8fd9\u4e00\u56fd\u5bb6\u8fd8\u9700\u8981\u65f6\u95f4\u6765\u53d1\u5c55\u66f4\u5f3a\u7684\u6027\u5728\u7f51\u7403\u6216\u5176\u4ed6\u793e\u533a\u7f51\u9875\u4e0e\u8d44\u6599\u7ba1\u7406\u7cfb\u4e0a\u3002 \u53ef\u4ee5\u627e\u5230\u66f4\u5b8c\u6574\u3001\u66f4\u590d\u6742\u548c\u66f4\u7cbe\u786e\u7684\u4e8b\u4ef6\u548c\u6570\u636e\u7684\u641c\u5bfb\u7f51\u9875\u548c\u63d0\u4f9b\u8005\u65b9\u4fbf\u5730\u5728\u5317\u4eac(\u800c\u4e14\u4e2d\u56fd\u901a\u8fc7\u85c9Google)\uff0c\u5176\u6b21\uff0c\u4ed6\u7684\u751f\u7269\u7814\u7a76\u7f51\u7ad9\u6216\u8bb8\u662f\u4f60\u6240 \u8c13\u201c\u6f5c\u53f0\u5730\u5740\u201d\u4e3a\u627e\u5bfb\u548c\u4e86\u89e3\u66f4\u591a\u5173\u4e8e\u65b0\u59ff\u52bf\u6216\u672a\u6765\u8ba1\u606f\u6027\u4e8b\u4ef6\u3002\n\n*****qwen2***** response :\n\u5728\u5317\u4eac\u53c2\u52a0\u7684\u6709\u8da3\u6d3b\u52a8\u56e0\u5176\u65f6\u4ee4\u548c\u5b63\u8282\u5dee\u5f02\uff0c\u591a\u79cd\u591a\u6837\uff0c\u5e76\u4e14\u80fd\u5145\u5206\u4f53\u9a8c\u8fd9\u5ea7\u57ce\u5e02\u6df1\u539a\u7684\u6587\u5316\u5e95\u8574\u3002\u65e0\u8bba\u662f\u5386\u53f2\u60a0\u4e45\u7684\u4f20\u7edf\u8282\u65e5\u5e86\u5178\u3001\u6781\u5177\u73b0\u4ee3\u9b45\u529b\u7684\u827a\u672f\u9879\u76ee\u5c55\u89c8\u3001\u79d1\u6280\u6d3b\u52a8\u63a2\u8ba8\uff0c\u6216\u8005\u662f\u6237\u5916\u4f11\u95f2\u81ea\u7136\u63a2\u7d22\u90fd\u80fd\u627e\u5230\u72ec\u7279\u7684\u4e50\u8da3\uff1a\n\n1. **\u53c2\u89c2\u53e4\u8ff9**\uff1a\u9996\u90fd\u5317\u4eac\u627f\u8f7d\u7740\u65e0\u6570\u5386\u53f2\u6587\u5316\u4fe1\u606f\u4e0e\u73cd\u8d35\u9057\u4ea7\u3002\u53ef\u4ee5\u6e38\u89c8\u6545\u5bab\uff08\u7d2b\u7981\u57ce\uff09\u3001\u4e07\u91cc\u957f\u57ce\uff08\u516b\u8fbe\u5cad\u6216\u662f\u91d1\u5c71\u5cad\u6bb5\u7b49\u90e8\u5206\u5730\u533a\uff09\u6216\u5357\u9523\u9f13\u5df7\u7b49\u5730\u6807\u6027\u573a\u6240\u3002\n\n2. **\u827a\u672f\u5c55\u89c8\u548c\u535a\u7269\u9986**\uff1a\u4f4d\u4e8e\u5317\u4eac\u7684\u6587\u5316\u8bbe\u65bd\u6db5\u76d6\u4e86\u4ece\u4e2d\u56fd\u4f20\u7edf\u5230\u5f53\u4ee3\u56fd\u9645\u827a\u672f\u5bb6\u7684\u4f5c\u54c1\uff0c\u5982\u5c24\u4f26\u65af\u5f53\u4ee3\u827a\u672f\u4e2d\u5fc3\u3001\u4eca\u65e5\u7f8e\u672f\u9986\u3001\u4e2d\u56fd\u56fd\u5bb6\u5927\u5267\u9662\u7b49\u6d3b\u52a8\u5730\u70b9\uff0c\u4e3e\u529e\u7740\u4e30\u5bcc\u7684\u7f8e\u672f\u5c55\u89c8\u3001\u96d5\u5851\u5c55\u793a\u548c\u97f3\u4e50\u8868\u6f14\u9879\u76ee\u3002\n\n3. **\u79d1\u6280\u4e0e\u521b\u65b0\u4f53\u9a8c**\uff1a\u4f8b\u5982\u5728\u4eac\u6e2f\u6fb3\u8d2d\u7269\u4e2d\u5fc3\u4e2d\u7684\u5fae\u8f6f\u5f00\u53d1\u7684\u5168\u606f\u535a\u7269\u9986\u5c31\u63d0\u4f9b\u6c89\u6d78\u5176\u4e2d\u7684\u6587\u5316\u63a2\u7d22\u4f53\u9a8c\u3002\u540c\u65f6\u5317\u4eac\u8fd8\u6709\u4f17\u591a\u65b0\u521b\u4e1a\u5b75\u5316\u5b75\u5316\u5668\u5728\u524d\u6cbf\u6280\u672f\u548c\u8bbe\u8ba1\u4e0a\u6709\u7740\u6700\u65b0\u52a8\u6001\u5c55\u73b0\u3002\n\n4. **\u54c1\u5c1d\u98ce\u5473\u7f8e\u98df**\uff1a\u4f53\u9a8c\u9996\u90fd\u7684\u72ec\u7279\u9910\u996e\u6587\u5316\u662f\u4e0d\u53ef\u9519\u8fc7\u7684\u6d3b\u52a8\u4e4b\u4e00\uff0c\u5305\u62ec\u5728\u7c0b\u8857\u5c1d\u904d\u4e2d\u56fd\u4e94\u5473\u3001\u4f53\u9a8c\u8001\u5317\u4eac\u8c46\u6c41\u548c\u70b8\u9171\u9762\u7b49\u5c0f\u5403\u6216\u662f\u54c1\u5c1d\u9ad8\u7aef\u9152\u697c\u91cc\u7684\u7cbe\u7f8e\u4e2d\u9910\u3002\u6b64\u5916\uff0c\u5468\u8fb9\u8fd8\u53ef\u4ee5\u63a2\u8bbf\u80e1\u540c\u5c0f\u94fa\u5bfb\u627e\u4f20\u7edf\u4eac\u5473\u513f\u98df\u54c1\u6216\u7279\u8272\u8c03\u6599\u3002\n\n5. **\u6237\u5916\u5f92\u6b65\u4e0e\u90ca\u6e38**\uff1a\u5317\u4eac\u897f\u5c71\u666f\u533a\u63d0\u4f9b\u4e86\u81ea\u7136\u4e4b\u7f8e\u7684\u4eab\u53d7\uff0c\u5728\u8fd9\u91cc\u60a8\u53ef\u4ee5\u5f92\u6b65\u3001\u9a91\u884c\u5e76\u5728\u6e05\u65b0\u7a7a\u6c14\u4e2d\u539f\u751f\u6001\u81ea\u7136\u73af\u5883\u4e2d\u6f2b\u6b65\u3002\n\n6. **\u8282\u65e5\u5e86\u5178**\uff1a\u4e2d\u56fd\u4f20\u7edf\u519c\u5386\u65b0\u5e74\u5c06\u4f1a\u6709\u82b1\u8f66\u6e38\u884c\u3001\u5e99\u4f1a\u96c6\u5e02\uff1b\u6625\u5929\u53ef\u4ee5\u5e86\u795d\u6e05\u660e\u8282\u6216\u5230\u666f\u5c71\u9876\u89c2\u8d4f\u5168\u57ce\u82b1\u5f00\u666f\u8272\uff0c\u79cb\u51ac\u5b63\u8282\u65f6\u53c2\u52a0\u7ea2\u53f6\u89c2\u8d4f\u6d3b\u52a8\u548c\u56fd\u9645\u706f\u4f1a\uff0c\u611f\u53d7\u5730\u9053\u7684\u6c11\u4fd7\u6587\u5316\u548c\u70ed\u95f9\u6c1b\u56f4\u3002\n\n7. **\u9605\u8bfb\u76db\u5bb4**\uff1a\u6bcf\u5e74\u5317\u4eac\u8fd8\u4e3e\u884c\u5927\u578b\u56fd\u9645\u56fe\u4e66\u8282\uff08\u5317\u56fe\u535a\u4e4b\u6797\u535a\u89c8\u4f1a\u5728\u5317\u56fe\u7b49\u5730\uff09\u3001\u6587\u5b66\u8bb2\u575b\u7b49\u6587\u5316\u6d3b\u52a8\u5438\u5f15\u5168\u7403\u8bfb\u8005\u53ca\u5b66\u8005\u7684\u53c2\u4e0e\u4e0e\u5b66\u4e60\uff0c\u63d0\u5347\u4e2a\u4eba\u7d20\u517b\u540c\u65f6\u52a0\u6df1\u5bf9\u827a\u672f\u3001\u5386\u53f2\u4ee5\u53ca\u5404\u79cd\u77e5\u8bc6\u7684\u7406\u89e3\u548c\u5174\u8da3\u3002\n\n\u8fd9\u4e9b\u6d3b\u52a8\u4e0d\u4ec5\u9002\u5408\u5f53\u5730\u4eba\u4f53\u9a8c\u6587\u5316\u591a\u6837\u6027\uff0c\u4e5f\u6b22\u8fce\u6765\u81ea\u4e16\u754c\u5404\u5730\u7684\u6e38\u5ba2\u6df1\u5165\u4e86\u89e3\u5317\u4eac\u7684\u72ec\u7279\u9b45\u529b\uff0c\u4ece\u800c\u4eab\u53d7\u4e00\u4e2a\u591a\u65b9\u9762\u3001\u5168\u9762\u7684\u6587\u5316\u4e4b\u65c5\u3002\n\n*****llama3***** response :\n\ud83c\udf89\ufe0fBeijing is a treasure trove of exciting activities for all ages and interests. Here are some fun ones:\n\n1. **Forbidden City Night Tour**: Explore the historic palace at night, without the crowds, and experience its grandeur under stars (#7985, \u00a5100).\n\n2. **Bicycle Rides through Hutong Neighborhoods**: Pedal through narrow alleys and lanes, immersing yourself in traditional Beijinger culture (\u591a\u4e2a\u70b9\uff0c\u5982\u9890\u548c\u56ed\u591c\u5e02, around \u00a550-\u00a5100 per person).\n\n3. **Chinese Folk Dance Show**: Enjoy classical Chinese dancing, such as Beijing Opera or Changzhou Dance, at performance venues like Capital Theatre (capital theater.com, tickets from \u00a550).\n\n4. **Temple Fairs**: Participate in colorful temple fairs during lunar holidays, with street performers, acrobats, and games (#7985, free admissions)\n\n5. **Calligraphy and Painting Workshops**: Learn traditional Chinese art forms, even if you're a beginner! (e.g., Temple of Heaven Park Calligraphy School, around \u00a5100-\u00a5200 per session).\n\n6. **Hutong Food Tour**: Discover authentic Beijing street food by following a certified guide through back alleys and markets (around \u00a5100-\u00a5150 per person).\n\n7. **Great Wall Walking Tours**: Embark on a scenic hiking adventure along the Mutianyu or Badaling Great Walls, offering breathtaking views and historic insights (#7985\u3001\u00a5200-\u00a5500 for most tours).\n\n8. **Museum Galleries at the National Museum of China**: Explore Chinese history and art through permanent exhibitions ( admission-free).\n\n9. **Drum Performances on the Square**: Feel the beat and watch skilled drummers at Tiananmen Square, especially during peak summer nights (~free).\n\n10. **Nighttime Pedestrian Street**: Stroll along Wangfujing's lively evening promenade, enjoying lights, music, and local cuisine (#7985\u3001around \u00a50-\u00a550 for most attractions).\n\nRemember to respect cultural norms, safety precautions, and weather conditions when participating in these activities.\n\nHope you find something that sparks your interest! \ud83d\ude0a\n\n*****mistral-nemo***** response :\n\u5728\u5317\u4eac\uff0c\u60a8\u53ef\u4ee5\u53c2\u52a0\u5404\u79cd\u6709\u8da3\u7684\u6d3b\u52a8\u6765\u8bf4\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u70ed\u95e8\u9009\u62e9\uff1a\n\n1. **\u6545\u5bab\u535a\u7269\u9662** (China Palace Museum\uff1b \u7968\u4ef7\uff1a60_elements\u300130elements\u300120\u5143)\uff1a\u4e16\u754c\u8457\u540d\uc758 \uad81\uad90\u535a\u7269\u9986\uac00, \ub2e4\uc591\ud55c \uc655\uc2e4\ubb38\ubb3c\u3068\uc911\uad6d\uc5ed\uc0ac\uc758 \uae4a\uc740 \ubcfc\uac70\ub9ac\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.\n\n2. ** Tempel des Himmels** (Tian Tan ; FREE ENTRY)\uff1a\ud070 \uacf5\uc6d0\uacfc \ud654\uc0b0\uc0b0\uc9c0(\ub2e8\ub300\uc9c8), \uc804\ub9dd\ud0c0\uc6cc\ub85c \uc720\uba85 mientras \uad00\uad50\uc758 \uae30\uc6d0\uc744 \uc548\ubcf4\uc5ec\uc8fc\uae30 \uc704\ud574 \ub9cc\ub4e4\uc5b4\uc84c\uc2b5\ub2c8\ub2e4\ub294\uc785\ub2c8\ub2e4.\n\n3. **Beihai Gongyards** - \uc131\uc5b4 (Beihai Park)-- (2RMBEntry\u30015RMBAttraction Inside))\uff1a\uc774\uc0c9\uacf5\uc6d0\uc5d0 4\uac1c\ud638, \ud638\ubc18\uc5d0 \ub2e4\uc591\ud55c \uc911\uc18c\uaddc\ubaa8\ub85c \uac00\ub4dd \ucc3c\uc2b5\ub2c8\ub2e4. \uac00\ub78c\ub3c4 \uc788\uc9c0\ub9cc \uacbd\uc0ac\uc815\uacfc \uacbd\uce58\ub97c \ub2e4\uc2a4\ub9ac\uae30\ub3c4 \ud569\ub2c8\ub354\ub77c\uad6c\uc694.\n\n4. **798 Art District**(798\u827a\u672f\u533a) (30-80\u5143Different Exhibitions \uff1bFree EntrytoDistrict)\uff1a\uc911\uc18c\ube45\uadf8\ub110\ub4e4\uc744 \uc218\uc9d1\ud558\uace0, \ucc3d\uc5c5\uac00\uc640 \uc791\uac00\ub4e4\uc774 \ucc3d\uc124\ud55c \ud604\ub300\uc801\uc778 \ubbf8\uc220\uacfc \ubb38\ud654\ub85c \uac00\ub4dd\ud55c \uad6c\uc11d\uc785\ub2c8\ub2e4(\uc9c0\ud558\ucca0\uc744 \ub530\ub77c \uac00\uc138\uc694.)\n\n5. **Hutongs Tours** (100-300 Yuan various tours from rickshaws to walks\u3001bike rides\u5230wine tasting tours)\uff1a\u2018\ud6c4\ud1b5\u2019\ub77c\uace0 \uc54c\ub824\uc9c4 \uc790\uadf8\ub9c8\ud55c \uc8fc\ucc28\uc640 \uc2dc\uc7a5\uc758 \uad6c\ubd80\ub7ec\uc120 \uace8\ubaa9\uae38\uc774 \ud2b9\uc9d5\uc778 \uc77c\ub300\ub97c \uc9c1\uc811 \uacac\ud559\ud558\uc2e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n\n6. ** Lama Temple**(Y\u01d2ngh\u00e9ng Y\u00e1n ;5 Element)--\uff1a\ubabd\uace8\uc5b4\ud654\uc0b0\uc885\ub2e8\uc758 \uc218\ub3c4\uc6d0\uc758 \uc911\uc2ec\uc9c0\uc785\ub2c8\ub2e4. \ub300\uaddc\ubaa8\uc758 \ubd80\ucc98\uc870\uc640 \uc870\uac01\uc73c\ub85c \uc720\uba85\ud558\uba74\uc11c \ubd88\uad50\ubb38\ud654\uc640 \uc5ed\uc0ac\uc5d0 \ub300\ud574 \uc124\uba85\uc774 \uc788\ub294\ud569\ub2c8\ub2e4.\n\n7. **Hanging monk**(L\u00ed Yu\u011b F\u00f3 Hanguptemple(40-element))\uff1a\u300a\uc0ac\ucc9c\ubd88\ub9bd\uc6b4\uac00\ud55c\uc554\u300b\uc73c\ub85c \uc54c\ub824\uc838\uc788\ub2e4\ub294, \ub300\ub4e4\ubcf4\uc5d0\uc11c \uace0\uc5ec\uac00 \ub2ec\uac40\uc744 \uc9c0\ub0ac\ub2e4\uace0 \ud569\ub2c8\ub354\ub77c\uad6c\uc694.\n\n8. **Summer Palace**(Xi\u00e1n Nymph Water Park\uff1b30-elementEntry\u300115-elementAttraction)--\uff1a\ud558\uc774\uc5d4\ub529 \ud53c\uc0ac\uc758 \ub300\uc655\ubd80\uc778\uacfc \uac19\uc740 \ud638\uc218\ub97c \uac10\uc0c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub113\uc740 \uacf5\uc6d0\uc740 \ub2e4\uc591\ud55c \uc628\ucc9c\u00b7\ud638\uc11c\uc640 \uc0b0\ubcf4, \uadf8\ub808\uc774\ub4dc\ub97c \uc9c0\uc744 \uac83\uc744 \uc990\uae38 \uc218 \uc788\ub2e4 \ud569\ub2c8\ub354\ub77c\uad6c\uc694.\n( Beijing is a big place with lots of things to see; feel free to ask \ub354 \uc0c1\uc138\ud55c \uc815\ubcf4\ub97c \ub2ec\ub77c\uace0 \ud558\uc2e4 \uc218 \uc788\uace0, \uc0c8\ub85c\uc6b4 \uac00\uce58\ub97c \ucd94\ucc9c\ud574\ub4dc\ub9bd\ub2c8\ub2e4!)\n\n*****openchat***** response :\n \u5728\u5317\u4eac\u5e02\u5185\uff0c\u6709\u5f88\u591a\u503c\u5f97\u53c2\u89c2\u3001\u4f53\u9a8c\u7684\u7f8e\u98df\u3001\u65c5\u6e38\u666f\u70b9\u7b49\u6709\u8da3\u6d3b\u52a8\uff0c\u4ee5\u4e0b\u5217\u4e3e\u4e00\u90e8\u5206\uff1a\n\n1. \u9996\u9886\u5e99(Mahan Temple)\uff1a\u8fd9\u91cc\u53ef\u4ee5\u7ed3\u6210\u4e16\u754c\u4e0a\u6700\u6e7f\u7684\u5730\u65b9\u2014\u2014\u6c38\u660c\u9053\u5317\u5341\u6b65\uff08\u4e1c\u9633\u53bf\u6c38\u660c\u9547\u4e2d\u8857\u4e1c\u5341\u6b65\uff09\u3002\u8fd9\u662f\u8457\u540d\u6148\u90c0\u5927\u58eb\u7559\u5f71\u53bb\u5904\uff0c\u4e5f\u5177\u6709\u5386\u53f2\u6587\u5316\u4ef7\u503c\uff0c\u9002\u5408\u5ea6 tourists \u548c\u5174\u8bb0\u4eba\u53bb\u51cb\u9aa8\u6000\u60f3\u3002\u53ef\u4ee5\u8bd5\u5403\u5f53\u5730\u7279\u8272\u571f\u7279\u4ea7\u2014\u2014\u6c38\u660c\u83f1\u73e0 \u6c34\u7b49\u3002\n\n2. \u6545\u56ed\u5927\u9053\uff1a\u5317\u4eac\u5357\u90ca\u5730\u533a\u6545\u56ed\u5927\u9053\u4ee5\u5c71\u6c34\u666f\u52bf\u56db\u5f00\uff0c\u96cc\u9a6c\u5c0f\u82b1\u6c34\u679c\u8425\u6b47\u9a91\u5ba2\u7684\u5b9c\u4fbf\u58eb\u4e5f\u5f88\u8d4f\u4e0d\u582a\u3002\u636e\u8bf4\u79e6\u65f6\u53e4\u4eba\u6e38\u5c71\u6c34\u8005\u817e\u5c55\u5343\u91cc\u4e4b\u5916\u800c\u4e00\u591c\u5f52\u9e6b\u5e02\u4e5f\u53ef\u81f3\u3002\u5982\u679c\u6e38\u5ba2\u5fc3\u4e2d\u6709\u4e00\u4e2a\u9752\u6885\u70c2\u82b1\u4e00\u8def\u5bf9\u5f00\uff0c\u6765\u770b\u4e86\u8fc7\u8def\u3002\n\n3. \u5317\u4eac\u7535\u5f71\u5927\u9646\u62cd\u6444\u70b9\uff1a\u5982\u679c\u4f60\u6df1\u7231\u6700\u62a2\u4eba\u6d41\u7684\u7f8e\u9c9c\u7167\u7247\uff0c\u8bd5\u7740\u53bb\u62cd\u6444\u4f4d\u5b50\u8d70\u4e00\u5708\uff0c\u62cd\u51e0\u5f20\u5de1\u903b\u7167\u7247\u7559\u4f5c\u7eaa\u5ff5\u4e4b\u4f5c\u3002\u5bf9\u4e8e\u597d\u80d6\u5e26\u56de\u5230\u7f8e\u56fd\uff0c\u4f1a\u88ab\u8ba4\u8ba4\u5fc3\u60f3\u4e0d\u884c\u2014\u2014\u81e4\u5a18\u53ef\u6765\u3002\n\n4. \u6d77\u9c9c\u8857\uff1a\u8fd9\u91cc\u4f9b\u51fa\u7684\u9c88\u9c7c\u7cbd\u5b50\uff0c\u4e0d\u8bba\u4e2d\u9910\u8fd8\u662f\u6d77\u5473\u90fd\u8981\u6709\u3002\u4f46\u662f\u6700\u591a\u7684\u4e00\u70b9\u662f\u4eba\u6c37\u5982\u7cd0\u59f9\u7d24\u78bf(\u4e82)\uff01\u6240\u8c13\u98df\u7269\u756b\u9762\u5927\u597d\u539a\u7740\uff01\n\n\u4ee5\u4e0a\u4ec5\u544a\u4e4b\u72ed\uff0c\u5b9e\u96be\u80dc\u5148\u65f6\u3002\u671f\u5f85\u7f8e\u5ba2\u4eb2\u6765\u4eb2\u6d4b\u3002\n\n*****mistral***** response :\n1. \u79cb\u5929\u8eb2\u907f\u96e8\u524d\u6e38\u5730\u7403\uff1a\u6bcf\u5e74\u65e9\u79cb\u5b63\uff0c\u4e1c\u57ce\u533a\u7684\u592a\u548c\u516c\u56ed\u4e3e\u884c\u300a\u79cb\u5929\u8eb2\u907f\u96e8\u524d\u6e38\u5730\u7403\u300b\u3002\u53c2\u52a0\u8005\u4f1a\u5728\u6c34\u6c60\u91cc\u4e0e\u5c0f\u7403\u4e00\u8d77\u8d70\u8def\uff0c\u4eab\u53d7\u65f6\u5149\u9ccc\u9c7c\u6253\u91cf\uff0c\u662f\u5317\u4eac\u7279\u6709\u7684\u6d3b\u52a8\u3002\n\n2. \u7ea2\ufffdalen\u706f\u6703\uff08Red Lantern Festival\uff09\uff1a\u5f53\u5e74\u7b2c\u5341\u4e94\u5929\u65f6\uff0c\u56fd\u5185\u5404\u5730\u90fd\u4f1a\u4e3e\u884c\u70e7\u7eb8\u706f\u4f1a\uff0c\u4f46\u4eac\u5be8\u533a\u970d\u7530\u56ed\u7684\u7248\u5757\u201c\u4eba\u529b\u53d1\u7535\u5927\u5e7f\u573a\u201d\u4e3e\u884c\u7684\u7ea2\ufffdallen\u5c0f\u7ea2\u706f\u4f1a\u662f\u6700 famous \u7684\u4e4b\u4e00\u3002\u4f60\u53ef\u4ee5\u5e26\u7740\u706f\u5149\u6f02\u6d6e\u5728\u6c34\u6c60\u91cc\uff0c\u4eab\u53d7\u8282\u65e5\u60c5\u666f\u66f2\u6298\u3002\n\n3. \u6881\u5b50\u5c55\u89c8\u9986\uff08Tangshan Art Museum\uff09\u6e38\u89c8\u548c\u73cd\u73e0\u6587\u5316\u56ed\u6e38\u620f\u4e2d\u5fc3\u95ef\u5173\uff1a\u8fd9\u662f\u5f53\u5e748\u6708\u7684\u6d3b\u52a8\u3002\u5b83\u4e3e\u884c\u5728\u5e73\u9976\u53bf\u7684\u5b9d\u9633\u9547\uff0c\u5305\u62ec\u4e00\u4e2a\u7279\u5927\u9762\u79ef\u7684\u827a\u672f\u9986\u4e0e\u7531\u6587\u827a\u7c7b\u4f5c\u54c1\u7ec4\u6210\u7684\u5916\u56f4\u5c0f\u5bb6\u56ed\uff0c\u4e5f\u5305\u62ec\u4e00\u4e9b\u4ea4\u4e92\u6027\u6d3b\u52a8\uff0c\u66f4\u6709\u4e00\u4e2a\u6e38\u4e50\u573a\u5730\uff0c\u53ef\u4ee5 \u505a\u4e9b\u66a2\u5feb\uff0c\u8ba9\u4f60\u548c\u56e2\u961f\u5206\u5b50\u77ac\u95f4\u6210\u4e3a\u65f6\u5149\u9ccc\u9c7c\uff01\n\n4. \u5317\u4eac\u535a\u7269\u9986\uff08Beijing Museum\uff09\u63a2\u5bfb\u65f6\u5149\u4e4b\u952e\uff1a\u5e74\u521d\uff0c\u5f53\u5317\u4eac\u5728\u51ac\u5b63\u957f\u7a7a\u51fa\u73b0\u971c\u96ea\u5927\u6c14\uff0c\u57ce\u7684\u666f\u8272\u5982\u8bd7\u53e5\uff1a\u767d\u6708\u4e4b\u955c\u4e2d\u4e0d\u65ad\u56de\u65cb\u3002\u5728\u57ce\u5e02\u98ce\u6d41\u5bd2\u51b7\u80cc\u666f\uff0c\u5317\u4eac\u535a\u7269\u9986\u662f\u6700\u9002\u5408\u63a2\u5bfb\u4e16\u754c\u5386\u53f2\u9690\u85cf\u7684\u5730\u65b9\uff0c\u4e00\u573a\u65b0\u7684\u5e74\u5f00\u59cb\u53ef\u4ee5\u63d0\u8d77\u6000\u5ff5\u5b83\u7684 \u6545\u4e8b\u4e4b Key \u3002\n\n5. \u8d4f\u82b1\u5b63\uff08Peach Blossom Season\uff09\uff1a\u9756\u548c\u56ed\u6bcf\u5e74\u6625\u8282\u524d2\u4e2a\u6708\uff0c\u5927\u6734\u6811\u4e0b\u5f00\u653e\u767d\u6843\u7684\u82b1\u670b\u53cb\u4eec\uff0c\u4ee5\u53ca\u5176\u4ed6\u5404\u79cd\u54c1\u79cd\u5c0f\u8bf4\u82b1\u7684\u6606\u8349\u82b1\uff0c\u6b32\u671b\u81ea\u7136\u5730\u5c31\u7977\u53e3\u3002\u4e00\u6b21\u6027\u8d4f\u82b1\u4e4b\u884c\uff0c\u5c06\u5e26\u5de1\u8fc7\u5317\u4eac\u7e41\u534e\u4e4b\u5730\u4e0e\u90ca\u571f\u8ff8\u5c04\u3002\n\n*****llama2-chinese***** response :\n1.\u6e29\u5730\u81ea\u7136\u5c55\u56ed\uff1a\u4e3a\u56fd\u5185\u6700\u5927\u7684\u81ea\u7136\u4e3b\u9898\u516c\u56ed\u4e4b\u4e00\uff0c\u96c6\u4e2d\u4e86\u591a\u4e2a\u9646\u533a\u751f\u6001\u548c\u52a8\u7269\u4e16\u754c\uff0c\u6bd4\u5982\u4e9a\u6d32\u6c34\u732b\u535a\u58eb\u7ad9\u3001\u4e1c\u5317\u77ff\u5ca9\u7262\u706b\u94bb\u6539\u5934\u3001\u7956\u5bb6\u5de2\u7720\u7a7a\u95f4\u7b49\uff1b\n2.\u7d2b\u8272\u68ee\u6797\u6587\u5316\u548c\u79d1\u6280\u4e2d\u5fc3\uff1a\u5728\u5e02\u516c\u4ea4\u7cfb\u7edf\u5185\uff0c\u4ec5\u97007\u8def\u621666\u6682\u505c\u7684\u5730\u70b9\u53ef\u4ee5\u62b5\u8fbe\u3002\u91cc\u9762\u5c55\u793a\u6709\u5438\u6c14\u9636\u6bb5\u548c\u57ce\u5e02\u706b\u8f66\u7235\u3001\u81ea\u6211\u4e3b\u52a8\u7684\u7f8e\u56e0\u6e56\u4eba\u673a\u5668\u8bbe\u65bd\u3001\u57ce\u897f\u8def\u8b66\u516c\u6240\u53cd\u5e94\u7cfb\u7edf\u7b49\u5168\u65b0\u5236\u52a0\u7535\u63a7\u7cfb\u7edf\uff0c\u5176\u4e2d\u8702\u871c\u5bb6\u5c45\u3001\u79d1\u6280\u6587\u5316\u653e\u677e\u533a\u548c\u56fd\u94c1\u8c6a \u95e8\u4e4b\u540d\u5927\u578b\u4ea4\u901a\u5c55\u5385\u3002\u5728\u8be5\u9879\u573a\u5c55\u793a\u73c0\u7426\u6fc0\u5149\u745c\u4f3d\uff0c\u4e00\u7cfb\u5217\u4e3b\u9898\u6d3b\u52a8\u5982\u201c\u6781\u9650\u81ea\u7531\u201d\u3001\u4e4c\u6d77\u70b8\u5c04\u3001\u98ce\u63a7\u3001\u592a\u9633\u80fd\u8d2b\u7535\u5236\u9020\u5de5\u4f5c\u4ee5\u4e0a\u7b49\uff0c\u4f9b\u53c2\u52a0\u8005\u53bb\u4f53\u9a8c\u3002\u5173\u4e8e\u6709\u94b1\u4eba\u3001\u5bcc\u7ffc\u5982\u68a6\u548c\u9619\u8fb9\u7684\u667a\u80fd\u4e3b\u4e49\u7684\u4f20\u95fb\u3001\u6587\u5316\u6d3b\u52a8\u4e2d\u6765\u770b\u662f\u591a\u59d4\u591a\u4f5c\u5e76\u672a\u5b9e\u73b0\uff0c\u8fd9\u90e8\u5206\u529f\u80fd\u8f83\u4e3a\u5931\u8c03\uff0c\u6545\u9876\u4e86\u5927\u91cf\u8017\u652f\u3002\u5982\u4f55\u7a81\u53d1\u51fa\u8d5a\u94b1\u66f4\u52a0\u6e05\u51c0\u900a\u6d01\u624d\u662f\u771f\u6b63\u7684\u5e78\u798f\u3002\u4e3b\u9898\u97f3\u4e50\u4e5f\u5524\u8d77\u201c\u8001\u4eba\u56e2,\u201d\u201c\u8001\u5bb6\u5173\u201d\uff0c\u5982\u679c\u60f3\u7ed9\u7956\u6bcd\u548c\u7236\u6168\u4ff8\u3001\u8702\u4e3b\u5927\u53a6\u653e\u677e\u98d2\u90c1\uff1b\n3.\u5317\u4eac\u516c\u57ce\u878d\u65e5\u8282\uff1a2013\u5728\u5317\u4eac\u5e02\u4f53\u80b2\u573a\u4e3e\u529e\u3002\u8fd9\u662f\u5317\u4eac\u9996\u6b21\u878d\u548c\u97f3\u4e50\u5f71\u54cd\u56fd\u5185\u3001\u6e2f\u53f0\u6f02\u821e\u5f71\u6d41\u827a\u672f\u5bb6\u4e0e\u5176\u4ed6\u6570\u5b66\u3001\u7535\u5b50\u3001\u521b\u65b0\u4eba\u5de5\u667a\u80fd\u6d3b\u52a8\u98ce\u5149\u4e3b\u9898\u7684\u8868\u6f14\uff1b\u4e3b\u6301\u4eba\u4e8e20:00\u5de6\u53f3\u76f8\u5173\u90e8\u9762\u4ea4\u6d41\uff0c\u7531\u5f20\u6b63\u5eb7\u4e3b\u6301\uff1b\u516c\u5171\u8fd0\u8f93\u5728\u65e9\u4e0a\u53d1\u5305\u540e\u5f00\u59cb \uff0c\u5f53\u5929\u5728\u4e92\u52a9\u4f1a\u3001\u957f\u57ce\u6709\u8f66\u987e\u5ba2\u70b9\u4eae\u5317\u4eac\u3001\u718a\u8001\u7238\u5927\u9a6c\u5730\u7403\u7269\u8d28\u7ba1\u7406\u5c55\u54c1\u548c\u6811\u6728\u7b49\u4e00\u6279\u7279\u5de5\u8fdb\u573a\uff0c\u516c\u4ea4\u51fa\u884c\u73af\u5883\u66f4\u52a0\u7d27\u5f20\u3001\u6e05\u6717\uff1b\n\u8fd9\u4e9b\u6709\u8da3\u7684\u6d3b\u52a8\u53ef\u4ee5\u5728\u5317\u4eac\u4eab\u53d7\u65f6\u6548\u7117\u7089\u6240\u80fd\u4e3a\u7ed9\u6211\u4eec\u5c55\u793a\u7684\u4e16\u7aae\u751f\u65e5\u3002\n\n\n*****yi:9b***** response :\n\u5317\u4eac\u4f5c\u4e3a\u4e2d\u56fd\u5386\u53f2\u60a0\u4e45\u7684\u57ce\u5e02\u4e4b\u4e00\uff0c\u6709\u5f88\u591a\u6709\u8da3\u7684\u6d3b\u52a8\u53ef\u4ee5\u4f53\u9a8c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5317\u4eac\u7684\u7279\u8272\u6d3b\u52a8\uff1a\n\n1. \u53bb\u957f\u57ce\u6e38\u89c8 - \u957f\u57ce\u662f\u4e16\u754c\u4e03\u5927\u5947\u8ff9\u4e4b\u4e00\uff0c\u4f4d\u4e8e\u5317\u4eac\u5e02\u6000\u67d4\u533a\uff0c\u662f\u6765\u5317\u4eac\u65c5\u6e38\u5fc5\u505a\u7684\u6d3b\u52a8\u3002\u4f60\u53ef\u4ee5\u9009\u62e9\u516b\u8fbe\u5cad\u3001\u6155\u7530\u5cea\u6216\u7bad\u6263\u7b49\u5730\u65b9\u3002\n\n2. \u4e2d\u56fd\u56fd\u5bb6\u535a\u7269\u9986\u53c2\u89c2 - \u535a\u7269\u9986\u96c6\u4e2d\u4e86\u8bb8\u591a\u4e2d\u56fd\u6700\u91cd\u8981\u7684\u5c55\u54c1\uff0c\u4e86\u89e3\u4e2d\u56fd\u7684\u5386\u53f2\u548c\u6587\u5316\u975e\u5e38\u4e0d\u9519\u3002\n\n3. \u5929\u5b89\u95e8\u5e7f\u573a\u6e38\u89c8 - \u5929\u5b89\u95e8\u5e7f\u573a\u662f\u4e16\u754c\u6700\u5927\u7684\u6237\u5916\u5e7f\u573a\uff0c\u53ef\u4ee5\u5728\u8fd9\u91cc\u89c2\u770b\u5347\u65d7\u4eea\u5f0f\u548c\u5927\u578b\u5e86\u5178\u6d3b\u52a8\u3002\n\n4. \u6545\u5bab\uff08\u7d2b\u7981\u57ce\uff09 - \u8fd9\u662f\u4e16\u754c\u4e0a\u73b0\u5b58\u89c4\u6a21\u6700\u5927\u3001\u4fdd\u5b58\u6700\u5b8c\u6574\u7684\u6728\u6784\u5efa\u7b51\u5bab\u6bbf\u7fa4\u3002\u91cc\u9762\u6709\u5386\u4ee3\u73cd\u7a00\u7269\u54c1\u548c\u65e0\u6570\u7684\u5386\u53f2\u6587\u7269\uff0c\u6781\u5177\u4ef7\u503c\u4e0e\u9b45\u529b\u3002\n\n5. \u738b\u5e9c\u4e95\u5927\u8857\u8d2d\u7269\u548c\u901b\u666f\u70b9 - \u5728\u5317\u4eac\u7e41\u534e\u7684\u5730\u65b9\u6709\u5f88\u591a\u6709\u8da3\u7684\u9910\u9986\u548c\u5176\u4ed6\u5546\u5e97\u3002\u540c\u65f6\uff0c\u8fd9\u4e2a\u8857\u533a\u5468\u8fb9\u4e5f\u6709\u8bb8\u591a\u53e4\u8001\u7684\u6587\u5316\u53e4\u8ff9\u3002\n\n6. \u4ec0\u5239\u6d77\u9a91\u884c\u6216\u8005\u5212\u8239\uff08\u6625\u3001\u590f\u5b63\uff09- \u4e00\u6e56\u4e09\u6d77\u7684\u4ec0\u5239\u6d77\u4f4d\u4e8e\u524d\u95e8\u5916\uff0c\u662f\u4f11\u95f2\u7684\u7406\u60f3\u5730\u70b9\u3002\u590f\u53ef\u4e58\u6c7d\u8247\u6e38\u5f0b\u6e56\u4e0a\uff1b\u79cb\u53ef\u5728\u5cb8\u8fb9\u5c0f\u61a9\u6b23\u8d4f\u843d\u65e5\u7f8e\u666f\u3002\n\n7. \u5927\u6805\u680f\u901b\u8857 - \u53e4\u8001\u7684\u5546\u4e1a\u8857\u5927\u6805\u680f\u4fdd\u5b58\u6709\u4e0d\u5c11\u4f20\u7edf\u98ce\u683c\u7684\u5e97\u94fa\u548c\u65e7\u5efa\u7b51\uff0c\u6709\u5f88\u591a\u8001\u5317\u4eac\u7684\u7279\u8272\u8d2d\u7269\u4f53\u9a8c\u53ef\u4ee5\u83b7\u5f97\uff0c\u540c\u65f6\u8fd8\u53ef\u4ee5\u54c1\u5c1d\u5230\u5730\u9053\u7684\u8001\u5317\u4eac\u5c0f\u5403\u548c\u624b\u5de5\u827a\u54c1\u3002\n\n8. \u9890\u548c\u56ed\u5212\u8239\u6216\u6e38\u73a9 - \u4f4d\u4e8e\u5317\u4eac\u5e02\u533a\u6b63\u5317\u7684\u6606\u660e\u6e56\u4e0a\u6cdb\u821f\u6216\u8005\u901b\u7687\u5bb6\u56ed\u6797\u4e2d\u7684\u82b1\u666f\u90fd\u662f\u5f88\u597d\u7684\u4f53\u9a8c\u3002\n\n9. \u5929\u575b\u516c\u56ed\u6e38\u89c8\uff0c\u53c2\u89c2\u796d\u7940\u795e\u5dde\u548c\u5357\u5929\u5bab\u6bbf\u7684\u5efa\u7b51 \u2013 \u611f\u53d7\u53e4\u4eba\u5bf9\u5929\u7684\u4fe1\u4ef0\u4e0e\u656c\u754f\u7684\u6587\u5316\u6c1b\u56f4\u3002<\/|im_end|> <|im_start18 |>\u65c5\u6e38\u76ee\u7684\u5730\u6982\u8ff0<|im_end18|>\n\u968f\u7740\u4eba\u4eec\u5bf9\u65c5\u884c\u4f53\u9a8c\u7684\u8981\u6c42\u8d8a\u6765\u8d8a\u9ad8\uff0c\u65e0\u8bba\u662f\u5bfb\u6c42\u81ea\u7136\u5b81\u9759\u7684\u4eba\u8fd8\u662f\u5bfb\u6c42\u5192\u9669\u523a\u6fc0\u7684\u4eba\u90fd\u80fd\u627e\u5230\u9002\u5408\u81ea\u5df1\u7684\u51fa\u6e38\u4e4b\u6240\uff0e\u4ee5\u4e0b\u662f\u51e0\u4e2a\u4e0d\u540c\u65c5\u6e38\u76ee\u7684\u5730\u7684\u6982\u8ff0\u4f9b\u4f60\u53c2\u8003\u3002\n\n<|im_start180|>1. \u9a6c\u5c14\u4ee3\u592b - \u6f5c\u6c34\u63a2\u9669\u4e4b\u5929\u5802 <|im_end18|>\n\u8fd9\u5ea7\u5370\u5ea6\u6d0b\u4e2d\u7684\u4e00\u4e32\u5c0f\u5c9b\u56fd\u662f\u5168\u7403\u65c5\u884c\u8005\u7684\u6f5c\u6c34\u89c2\u5149\u70ed\u9009\u4e4b\u4e00\u3002\u6e05\u6f88\u7684\u6d77\u6c34\u548c\u4e30\u5bcc\u7684\u73ca\u745a\u8d44\u6e90\uff0c\u6d77\u5e95\u6c89\u8239\u548c\u72ec\u7279\u7684\u6d77\u6d0b\u91ce\u751f\u52a8\u7269\u8ba9\u4eba\u76ee\u4e0d\u6687\u63a5\uff1b\u9009\u62e9\u4e00\u4e2a\u6c99\u6ee9\u5305\u573a\u7684\u79c1\u4eba\u73af\u7901\u662f\u6700\u9002\u5408\u559c\u6b22\u5b89\u9759\u548c\u79c1\u5bc6\u7684\u5ba2\u4eba\uff0c\u800c\u53c2\u52a0\u591c\u95f4\u591c\u73ca\u745a\u6f5c\u884c\u7684\u63a2\u9669\u5219\u662f\u4e00\u4e2a\u4e3a\u8ffd\u6c42\u5947\u9047\u7684\u6e38\u5ba2\u6240\u9752\u7750\u7684\u884c\u7a0b\u3002\u5728\u8fd9\u91cc\uff0c\u6bcf\u4e00\u4ef6\u7269\u54c1\u90fd\u5728\u6f14\u7ece\u201c\u5929\u5802\u4e4b\u7f8e\u201d \u3002 <strong><|im_link>\u666f\u70b9>\u6f5c\u6c34\u533a<\/strong>\n\n2. \u51b0\u5c9b - \u548c\u5317\u6781\u5149\u6765\u7ea6\u4f1a <|<im_end180|><|im_start183|>\n\u8fd9\u662f\u4f4d\u4e8e\u5317\u5927\u897f\u6d0b\u7684\u4e00\u7247\u5145\u6ee1\u9b54\u529b\u7684\u5730\u533a\uff0c\u8fd9\u91cc\u7684\u6781\u591c\u548c\u7eda\u4e3d\u591a\u5f69\u7684\u5149\u7ebf\uff0c\u7279\u522b\u662f\u5317\u6781\u5149\u7684\u666f\u8c61\u8ba9\u4eba\u6c38\u751f\u96be\u5fd8\u7684\u666f\u8c61\uff0c\u662f\u81ea\u7136\u7231\u597d\u8005\u3001\u6444\u5f71\u5bb6\uff0c\u548c\u52c7\u6562\u5192\u9669\u8005\u7684\u6700\u4f73\u9009\u62e9\u3002\u9664\u4e86\u89c2\u8d4f\u5927\u81ea\u7136\u9b45\u529b\u4e4b\u5916\u3001\u51b0\u5ddd\u878d\u6c34\u5f62\u6210\u7684\u58ee\u89c2\u7011\u5e03\u548c\u6c34\u6f6d\u3001\u591a\u6837\u5316\u7684\u81ea\u7136\u91ce\u98ce\u666f\u4e5f\u662f\u4e0d\u53ef\u591a\u5f97\u7684\u65b0\u5947\u4f53\u9a8c\u3002\u5728\u8fd9\u91cc\uff0c\u60a8\u4e0d\u4ec5\u4f1a\u53d1\u73b0\u4e00\u4e2a\u72ec\u7279\u7684\u4e16\u754c--\u751a\u81f3\u4e0e\u5b87\u5b99\u4e4b\u95f4\u7684\u795e\u79d8\u79d8\u5bc6\u5bf9\u8bdd <strong><|im_link>\u7279\u8272\u73a9\u6cd5>\u5f92\u6b65\u65c5\u884c,\u5317\u6781\u5149\u89c2\u5bdf<\/strong>\n\n3. \u5927\u7406- \u4e3a\u201c\u8bd7\u548c\u8fdc\u65b9\u201d<|<im_end183|>><|im_start0|>\n\u8fd9\u4f4d\u4e8e\u4e2d\u56fd\u4e91\u5357\u7684\u5927\u7406\u662f\u4e00\u4e2a\u5177\u6709\u72ec\u7279\u6587\u5316\u4e0e\u4eba\u6587\u98ce\u666f\u76f8\u7ed3\u5408\u7684\u80dc\u5730\u3002\u767d\u65cf\u7684\u6c11\u6b4c\u5531\u6e38\uff0c\u82cd\u5c71\u6d31\u6d77\u7684\u81ea\u7136\u98ce\u5149\uff0c\u5357\u8bcf\u5386\u53f2\u7684\u6c89\u6dc0\u7b49\u7279\u8272\u5143\u7d20\u7ec4\u6210\u4e00\u5e45\u4ee4\u4eba\u5411\u5f80\u7684\u98ce\u60c5\u753b\u5377\uff1b\u5927\u7406\u53e4\u57ce\u5219\u662f\u7531\u77f3\u5934\u5efa\u9020\u7684\u8001\u57ce\uff0c\u6f2b\u6b65\u5728\u8fd9\u6837\u7684\u53e4\u5efa\u4e4b\u95f4\u5b9b\u5982\u7a7f\u68ad\u65f6\u7a7a\u3002\u5927\u7406\u9002\u5408\u63a2\u7d22\u591a\u4e2a\u5c0f\u57ce\u9547\u548c\u6751\u5e84\u4f53\u9a8c\u7eaf\u6b63\u571f\u53f8\u6587\u5316\u548c\u6c11\u4fd7\u751f\u6d3b\u3001\u53bb\u5d07\u5723\u5bfa\u4e09\u5854\u4f53\u4f1a\u5b8f\u5927\u800c\u58ee\u89c2\u7684\u7cbe\u795e\u8c61\u5f81\u4e4b\u65c5\u3002\u5728\u8fd9\u91cc\u60a8\u53ef\u4ee5\u627e\u5bfb\u90a3\u4e9b\u9690\u85cf\u5728\u90fd\u5e02\u6df1\u5904\u7684\u8bd7\u610f\u8fdc\u65b9\uff0c <strong><|im_link>\u5468\u8fb9\u666f\u70b9>\u5d07\u5723\u5bfa,\u5bc2\u7167\u5eb5<\/strong>\n\n**\u65c5\u6e38\u76ee\u7684\u5730\u7684\u9009\u62e9\u901a\u5e38\u53d6\u51b3\u4e8e\u4e2a\u4eba\u559c**<\/1|<im_end0|> <\/|im_start18<\/|im\/>';\n              if (thisText.match(\/^\\w+(?<=\\w)(:[^:;]{2,}|[\\s\\S]*?$)\/m)) {       var startIndex = 0\n                    , endIndex   = -1\n            } else if (-1 !== thisText.indexOf\n\n*****qwen2:72b***** response :\n\u5728\u5317\u4eac\uff0c\u60a8\u53ef\u4ee5\u9009\u62e9\u8bb8\u591a\u4e30\u5bcc\u591a\u5f69\u7684\u6d3b\u52a8\uff1a\n\n1. \u6e38\u89c8\u6545\u5bab\uff1a\u4f5c\u4e3a\u5317\u4eac\u5e02\u6807\u5fd7\u6027\u7684\u8457\u540d\u53e4\u8ff9\uff0c\u60a8\u4e0d\u4ec5\u53ef\u4ee5\u770b\u5230\u7cbe\u81f4\u5178\u96c5\u7684\u53e4\u56ed\u6797\uff0c\u8fd8\u80fd\u5b66\u4e60\u4e2d\u56fd\u6e90\u8fdc\u6d41\u7684\u5386\u53f2\u3002\n\n2. \u770b\u4eac\u5267\u6f14\u51fa\uff1a\u4eac\u5267\u9662\u7684\u620f\u670d\u3001\u5531\u8154\u3001\u8138\u8c31\u7b49\u662f\u4e2d\u56fd\u4f20\u7edf\u6587\u5316\u7684\u7ecf\u5178\u5f62\u5f0f\uff0c\u5e76\u4e14\u81f3\u4eca\u4f9d\u7136\u6d41\u4f20\u4e8e\u4e2d\u56fd\u5267\u573a\u3002\n\n3. \u5403\u6b63\u5b97\u5317\u4eac\u83dc\uff1a\u5c1d\u904d\u5404\u79cd\u98ce\u5473\u4e30\u5bcc\u7684\u5317\u4eac\u83dc\uff0c\u5728\u8fd9\u91cc\u4f60\u53ef\u4ee5\u5c1d\u5230\u70e4\u9e2d\uff0c\u7cd6\u706b\u70e7\u4ee5\u53ca\u7cd6\u918b\u5927\u9ec4\u9c7c\u7b49\u4e00\u7cfb\u5217\u7279\u8272\u7f8e\u5473\uff0c\u8fd8\u53ef\u4ee5\u53bb\u5e02\u573a\u5c0f\u8d29\u5c1d\u8bd5\u4e00\u4e9b\u5730\u65b9\u7279\u6709\u7684\u5c0f\u5403\u3002\n\n4. 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response :\n\u5f53\u7136\u4e86\uff01\u5317\u4eac\u6709\u5f88\u591a\u6709\u8da3\u548c\u5f15\u4eba\u6ce8\u76ee\u7684\u6d3b\u52a8\u53ef\u4f9b\u9009\u62e9\u3002\u51e0\u4e2a\u5efa\u8bae\u5982\u4e0b\uff0c\u6309\u4e0d\u540c\u65f6\u6bb5\u6392\u5e8f\uff1a\n\n* **\u5e73\u65e5\u7ecf\u5178**\n\n   - \u81ea\u8f6e\u5927\u5385\uff1a\u8fd9\u7edd\u5bf9\u662f\u6bcf\u4e2a\u9a85\u6c14\u5ea6\u58eb\u90fd\u5fc5\u53bb\u7684\u5730\u65b9\uff01\u6478\u4e0a\u9a7e\u5468\u754c\u6216\u884c\u8d70\u5728\u8857\u9053\u4e0a\u65f6\u9661\u5ced\u7684\u5347\u964d\u673a\u4f7f\u4f60\u5904\u4e8e\u4e00\u54ab\u5ea6\u907f\u79bb\u4e16\u4eba\u7684\u6c1b\u56f4\u4e4b\u4e2d\u3002\n   - \u5317\u4eac\u535a\u7269\u9986\uff1a\u5728\u7e41\u534e\u7684\u5929\u5b89\u95e8\u5e7f\u573a\u65c8\u8bbe\u6709\u5de8\u5927\u7684\u5efa\u7b51\uff0c\u5c55\u793a\u4e86\u5343\u5e74\u6765\u4e2d\u56fd\u7684\u79d1\u6280\u3001\u54f2\u5b66\u548c\u5176\u4ed6\u5b9e\u73b0\u8fdb\u6b65\u7684\u6210\u679c\u4eec\uff0c\u8fd9\u662f\u503c\u5f97\u82b1\u65f6\u95f4\u89c2\u817e\u7684\u5730\u65b9\u3002\n   - \u96cd\u9633\u697c\uff1a\u96cd\u9633\u697c\u5177\u6709\u91cd\u8981\u7684\u6587\u7269\u4e0e\u53e4\u5efa\u7b51\u4e4b\u9645\u9887\u4e3a\u8457\u540d\u3002\u5e74\u5e95\u662f\u5168\u5e02\u70ed\u5ff1\u6d3b\u52a8\u4e3b\u529e\u5e73\u53f0\uff0c\u8fd9\u65f6\u4e00\u5b9a\u6709\u4e00\u4e2a\u987e\u540d\u601d\u4e49\u7684\u573a\u9762\u611f\u559d\u3002\u591c\u91cc\u5c55\u793a\u98ce\u6708\u753b\u50cf\u7684\u5317\u4eac\u6f4c\u6d77\u6e56\u666f\u662f\u503c\u5f97\u7559\u5f85\u4e0b\u5348\u8fdb\u53d6\u89c2\u770b\u7684\u3002\n   - \u7f8e\u533a\uff1a\u7f8e\u533a\u5728\u5e02\u5357\u90e8\u6e1b\u6c34\u5e73\u539f\uff0c\u6052\u6cb3\u897f\u90e8\u7684\u8fd9\u7247\u8349\u57df\u4e2d\u5927\u89c4\u6a21\u5c55\u73b0\u4e86\u5916\u6765\u751f\u4ea7\u5de5\u4f4d\u3002\u8fd9\u91cc\u7684\u9910\u5385\u3001\u591c\u5149\u821e\u8e48\u961f\u3001\u4ff1\u4e50\u5668\u5de1\u793c\u548c\u5404\u79cd\u98ce\u5ea6\u8282\u65e5\u90fd\u662f\u4e0d\u5bb9\u9519\u8fc7\u7684\u666f\u70b9\u4e4b\u4e00\u3002\n\n* **\u665a\u4e0a\u517d\u5316**\n\n   - 798\u9886\u57df\uff1a\u5357\u7b2c\u4e03\u53f7\u8857\u9053\u5317\u4eac\uff0c\u8fd9\u91cc\u7684\u540d\u79f0\u6e90\u4e8e\u5f00\u53d1\u7684\u5de5\u4e1a\u533a\u7f16\u53f7\u662f798\u3002\u8fd9\u91cc\u5783\u573e\u6876\u7511\u88c5\u4f5c\u8ff7\u5bab\uff0c\u5438\u5f15\u7740\u6765\u81ea\u4e16\u754c\u4e0a\u6240\u6709\u65b9\u5411\u7684\u827a\u672f\u7231\u597d\u8005\u3001\u970d\u5143\u8001\u53cb\u8bb0\u548c\u73b0\u4ee3\u4e3b\u4e49\u8005\u7b49\u4e0d\u540c\u5206\u7c7b\u7684\u4eba\u7fa4\u3002\u968f\u7528\u968f\u5230\u5730\u533a\u5728\u590f\u5b63\u5b9b\u5982\u8702\u5de2\u4e00\u6837\u7e41\u5fd9\uff01\n   - \u4e07\u56fd\u9986\u591c\u666f\uff1a\u4ee576\u4e2a\u706f\u5854\u548c\u5317\u6d77\u9053\u706f\u9ad845\u7c73\u4e4b\u4e0a\u7684\u60ac\u83ca\u731b\u5439\u6392\u6c34\u95e8\u4e3a\u7279\u5fb5\uff0c\u8fd9\u662f\u503c\u5f97\u53c2\u89c2\u5c24\u5176\u5728\u665a\u4e0a\u65f6\u671f\u3002\n   - \u671d\u9633\u533a\u55a7\u5730\uff1a\u591c\u666f\u6700\u5177\u77e5\u8bc6\u5730\u533a\u3002\u6709\u4e00\u4e2a11\u4e07\u5e73\u65b9\u5b7d\u5316\u533a\u5305\u62ec\u9910\u5385\u3001\u6e38\u4e50\u573a\u8fd8\u6709\u5495\u5693\u548c\u76f8\u5bf9\u5b89\u9759\u7684\u9732\u5929\u516c\u56ed\u3002\u8fd9\u91cc\u4e5f\u6709\u5f88\u591a\u9152\u5427\uff0c\u53ef\u4ee5\u6b23\u610f\u89c2\u591c\u666f\u3002\n   - \u5929\u671d\u6d77\u666f\u516c\u56ed\u706f\u5149\u6f14\u793a\uff1a\u8fd9\u5bb6\u9910\u9986\u5728\u4e00\u5207\u53d8\u9a9e\u7684\u57ce\u5e02\u4e2d\u4e3a\u4e3b\u529e\u7f8e\u5473\u9910\u54c1\u3002\u5915\u9633\u843d\u5c71\u540e\u5c31\u5f00\u4e86\u7ea2\u8272\u591c\u8272\u4e4b\u65c5\u3002\n\n* **\u7504\u9009\u7684\u5730\u70b9\u548c\u65e5\u5386**\n\n\u8fd9\u4e9b\u4f4d\u7f6e\u7edd\u5bf9\u8981\u4e0e\u8bd7\u8bcd\u65f6\u9694\u5408\u9002\u65f6\u95f4\u5bf9\u7167\uff0c\u786e\u4fdd\u4f60\u5b8c\u5168\u4f53\u9a8c\u5230\u97f5\u60c5\u800c\u975e\u4e00\u80a1\u6f2b\u957f\u7684\u4eba\u6d41\u4e4b\u524d\uff1a\uff08\u9700\u8981\u6ce8)\u5982\u679c\u8fd9\u4e0d\u613f\u610f\u6253\u6270\u81ea\u5df1\uff1a\n   - \u6c99\u5bb6\u5cea\u91ce\u8272\u79c0\u573a\uff1a\u8fd9\u4e0d\u662f\u57ce\u5e02\u8702\u62e5\u4e2d\u4e00\u4e2a\u6bd4\u8f83\u5b89\u5b81\u4e14\u6ca1\u6709\u74ee\u5934\u7684\u6d3b\u52a8\u3002\u5c71\u5730\u666f\u7269\u548c\u519c\u6c11\u7684\u751f\u6d3b\u662f\u663e\u8457\u4e0e\u5927\u90e8\u5206\u57ce\u5e02\u7684\u7f8e\u666f\u4e4b\u5916\u7684\u3002\u53ef\u4ee5\u6b23\u8d4f\u590f\u5b63\u65f6\u95f4\u665a\u4e0a\u6765\u89c2\u3002\u5728\u8fd9\u91cc\uff0c\u6361\u841d\u58a9\u4f1a\u6210\u4e3a\u4e00\u4e2a\u4e0d\u4e00\u6837\u7684\u5185\u6db5\u7ecf\u9a8c\uff01\n* \u5176\u4ed6\u4fc3\u9a9a\u751f\u6d3b\uff1a\u5317\u4eac\u5927\u697c\uff0c\u4eac\u57ce\u516c\u56ed\uff0c\u738b\u6995\u9601\u8fd8\u6709\u6d3c\u6c60\u5730\uff0c\u90fd\u662f\u503c\u5f97\u7684\u5730\u65b9\u3002\u8bf7\u732e\u81ea\u5df1\u6240\u9009\u62e9\u3002\u5bf9\u4e8e\u8fd9\u4e9b\u4e0d\u592a\u4f1a\u53d7\u5230\u4eba\u6d41\u5f71\u54cd\u7684\u5730\u65b9\u6765\u8bf4\uff0c\u5728\u665a\u4e0a\u662f\u4e2a\u7406\u60f3\u7684\u9009\u62e9\u3002\n* \u8282\u65e5\u76f8\u5173\uff1a\u810a\u9752\u8282\u548c\u6625\u8282\u65f6\uff0c\u4e0d\u9519\u7684\u65b9\u6cd5\u5c31\u662f\u53c2\u52a0\u5404\u79cd\u5e86\u5178\u5f0f\u6d3b\u52a8\u5570\uff01\u4f46\u4e8b\u5148\u4e86\u89e3\u53c2\u8d5b\u7684\u7a0b\u5e8f\u8fd8\u6709\u9700\u8981\u6ce8\u610f\u4e8b\u9879\u6709\u5e2e\u52a9\uff0c\u4f7f\u4f60\u7684\u65c5\u9014\u987a\u5229\u3002\n\u4e0d\u9700\u62c5\u5fc3\u7684\u8981\u70b9\u2014\u2014\u5728\u5317\u4eac\u65c5\u6e38\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u6447\u6eda\u7231\u597d\u8005\u6216\u60f3\u7504\u9009\u4f19\u8ba1\u7684\u5bb6\u4ead\u800c\u5bfb\u6c42\u542f\u793a\uff0c\u8fd9\u662f\u4e00\u4e2a\u7cbe\u5f69\u800c\u5bcc\u6709\u6fc0\u60c5\u7684\u53d1\u73b0\u4e0e\u7ecf\u9a8c\u65b9\u5f0f\u3002\n\u8bf7\u968f\u65f6\u8fdb\u4e00\u6b65\u5411\u6211\u63d0\u95ee\uff0c\u795d\u4f60\u5728\u63a2\u7814\u5317\u4eac\u65b9\u9762\u83b7\u5f97\u9887\u5927\u5174\u8da3\uff01\nfinal response :\n\u4f60\u7684\u63cf\u8ff0\u6d89\u53ca\u5230\u4e86\u591a\u4e2a\u4e3b\u9898\uff0c\u5305\u62ec\u827a\u672f\u3001\u6587\u5316\u548c\u4f20\u7edf\u5317\u4eac\u7684\u7279\u8272\u3002\u4ece\u4f60\u63d0\u5230\u7684\u5185\u5bb9\u6765\u770b\uff0c\u6709\u51e0\u4e2a\u5173\u952e\u7684\u4fe1\u606f\u70b9\uff1a\n\n1. **\u4ec0\u5b57\u9986\u5b50\/\u4ec0\u5b57\u533e\u8857**: \u4f3c\u4e4e\u662f\u6307\u4e00\u4e2a\u96c6\u4e2d\u4e86\u591a\u4f4d\u827a\u672f\u5bb6\u521b\u4f5c\u4f5c\u54c1\u7684\u591a\u5e97\u94fa\u5c55\u89c8\u4e0e\u9500\u552e\u7a7a\u95f4\uff0c\u8fd9\u4e9b\u827a\u672f\u5bb6\u4eec\u53ef\u80fd\u5e76\u4e0d\u662f\u8fd9\u4e2a\u573a\u6240\u7684\u6240\u6709\u4eba\u6216\u5e38\u9a7b\u8005\uff0c\u4f46\u4ed6\u4eec\u7684\u4f5c\u54c1\u5728\u8fd9\u91cc\u88ab\u5c55\u793a\u548c\u51fa\u552e\u3002\u8fd9\u542c\u8d77\u6765\u50cf\u662f\u5317\u4eac\u7684\u4e00\u4e2a\u827a\u672f\u533a\u6216\u8005\u6587\u521b\u5e02\u96c6\u3002\n\n2. **\u5c0f\u624b\u5de5\u4f5c\u5ba4\/\u6a71\u6653**: \u8fd9\u4e9b\u53ef\u80fd\u662f\u7279\u5b9a\u7684\u5de5\u4f5c\u5ba4\u6216\u5c55\u793a\u533a\u57df\uff0c\u4e13\u6ce8\u4e8e\u624b\u5de5\u827a\u672f\u54c1\u7684\u521b\u4f5c\u4e0e\u5c55\u9500\u3002\u201c\u6a71\u6653\u201d\u53ef\u80fd\u662f\u6307\u6a71\u7a97\u5c55\u793a\u4e2d\u8f83\u4e3a\u7a81\u51fa\u7684\u827a\u672f\u54c1\u6216\u7279\u8272\u5546\u54c1\u3002\n\n3. **\u6c38\u5e7f\u5c55\u9500\u573a**: \u4f60\u63cf\u8ff0\u7684\u662f\u4e00\u4e2a\u591a\u5c42\u6b21\u7684\u5546\u54c1\u5c55\u89c8\u9500\u552e\u573a\u5730\uff0c\u5b83\u88ab\u5206\u6210\u4e86\u4e0d\u540c\u5c42\u7ea7\u548c\u6863\u6b21\uff0c\u552e\u5356\u5404\u79cd\u4ee5\u6728\u523b\u3001\u63cf\u7eb8\u3001\u5370\u7ae0\u4e3a\u4e3b\u7684\u624b\u5de5\u827a\u54c1\u3002\u5176\u4e2d\u7684\u201c\u5c0f\u4ef6\u201d\u53ef\u80fd\u6307\u7684\u662f\u975e\u5e38\u7cbe\u81f4\u5c0f\u5de7\u7684\u827a\u672f\u4f5c\u54c1\u3002\n\n4. **\u8001\u5317\u4eac\u7684\u8bed\u8a00\u4e0e\u6587\u5316\u7279\u8272**: \u63cf\u8ff0\u4e2d\u878d\u5165\u4e86\u4e00\u4e9b\u4f20\u7edf\u5317\u4eac\u7684\u8bf4\u6cd5\u6216\u65b9\u8a00\u7528\u8bed\uff0c\u5c55\u73b0\u4e86\u8fd9\u4e2a\u57ce\u5e02\u72ec\u7279\u7684\u5730\u65b9\u6587\u5316\u548c\u5386\u53f2\u5e95\u8574\u3002\n\n5. **\u5317\u4eac\u7684\u4f20\u7edf\u4f53\u9a8c**: \u5305\u62ec\u6e38\u89c8\u6545\u5bab\u4ee5\u4e86\u89e3\u4e2d\u56fd\u60a0\u4e45\u7684\u5386\u53f2\u3001\u6b23\u8d4f\u5e76\u5b66\u4e60\u4eac\u5267\u8fd9\u4e00\u7ecf\u5178\u620f\u66f2\u827a\u672f\u5f62\u5f0f\u3001\u54c1\u5c1d\u5730\u9053\u7684\u5317\u4eac\u7f8e\u98df\uff08\u5982\u70e4\u9e2d\uff09\u3001\u63a2\u7d22\u5145\u6ee1\u5386\u53f2\u97f5\u5473\u7684\u8001\u5317\u4eac\u80e1\u540c\u4ee5\u53ca\u62dc\u8bbf\u53e4\u73a9\u5e02\u573a\u89c5\u5b9d\u7b49\u3002\n\n\u5728\u603b\u7ed3\u4e0a\u8ff0\u4fe1\u606f\u7684\u57fa\u7840\u4e0a\uff0c\u53ef\u4ee5\u770b\u51fa\u4f60\u5bf9\u7ed3\u5408\u4f20\u7edf\u827a\u672f\u548c\u6587\u5316\u7684\u65b0\u9896\u4f53\u9a8c\u6709\u7740\u6d53\u539a\u7684\u5174\u8da3\u3002\u5317\u4eac\u4f5c\u4e3a\u4e2d\u56fd\u7684\u9996\u90fd\u548c\u5386\u53f2\u6587\u5316\u540d\u57ce\uff0c\u6b63\u662f\u8fd9\u6837\u7684\u4e00\u4e2a\u5730\u65b9\uff0c\u5b83\u65e2\u80fd\u5c55\u793a\u53e4\u8001\u7684\u4f20\u7edf\uff0c\u53c8\u80fd\u62e5\u62b1\u521b\u65b0\u4e0e\u53d1\u5c55\uff0c\u4e3a\u6e38\u5ba2\u63d0\u4f9b\u4e30\u5bcc\u591a\u5f69\u7684\u65c5\u6e38\u4e0e\u5b66\u4e60\u673a\u4f1a\u3002\u65e0\u8bba\u662f\u6c89\u6d78\u5728\u4f20\u7edf\u7684\u9b45\u529b\u4e2d\u8fd8\u662f\u63a2\u7d22\u73b0\u4ee3\u7684\u827a\u672f\u521b\u610f\uff0c\u5317\u4eac\u90fd\u6709\u8db3\u591f\u7684\u9b45\u529b\u6ee1\u8db3\u4e0d\u540c\u5174\u8da3\u7231\u597d\u8005\u7684\u671f\u671b\u3002\n\n\u6b64\u5916\uff0c\u4f60\u63d0\u5230\u7684\u4e00\u4e9b\u7279\u5b9a\u672f\u8bed\uff08\u5982\u201c\u4ec0\u5b57\u533e\u8857\u201d\u3001\u201c\u5c0f\u624b\u5de5\u4f5c\u5ba4\u201d\u3001\u201c\u6a71\u6653\u201d\u7b49\uff09\u53ef\u80fd\u6307\u7684\u662f\u975e\u5e38\u5177\u4f53\u548c\u5c40\u90e8\u7684\u5730\u65b9\u7279\u8272\u6216\u827a\u672f\u5f62\u5f0f\uff0c\u8fd9\u8868\u660e\u4f60\u5173\u6ce8\u7684\u7ec6\u8282\u80fd\u591f\u53cd\u6620\u51fa\u5317\u4eac\u72ec\u7279\u7684\u6587\u5316\u548c\u827a\u672f\u751f\u547d\u529b\u3002\u5bf9\u4e8e\u70ed\u8877\u4e8e\u6587\u5316\u63a2\u7d22\u4e0e\u827a\u672f\u54c1\u9274\u7684\u4eba\u6765\u8bf4\uff0c\u4e86\u89e3\u548c\u4f53\u9a8c\u8fd9\u4e9b\u7ec6\u8282\u662f\u6df1\u5165\u4e86\u89e3\u5317\u4eac\u7684\u4e00\u6247\u7a97\uff0c\u540c\u65f6\u4e5f\u662f\u8fde\u63a5\u5386\u53f2\u4e0e\u73b0\u4ee3\u3001\u4f20\u7edf\u4e0e\u521b\u65b0\u7684\u91cd\u8981\u6865\u6881\u3002\nTotal time taken: 131.29 seconds<\/pre><\/div>\n\n\n\n
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<\/p>\n","protected":false},"excerpt":{"rendered":"
1.\u5b9e\u9a8c\u76ee\u7684 \u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u56de\u590d 2.\u786c\u4ef6\u73af\u5883 GPU: 8\u5757 NVIDIA RTX 4090, \u6bcf\u4e2a24GB\u5185 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[444,443,442],"tags":[537],"class_list":["post-4518","post","type-post","status-publish","format-standard","hentry","category-ai","category-llm","category-llms","tag-537"],"views":2408,"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4518","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4518"}],"version-history":[{"count":17,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4518\/revisions"}],"predecessor-version":[{"id":4537,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4518\/revisions\/4537"}],"wp:attachment":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4518"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4518"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4518"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}