{"id":47204,"date":"2025-08-25T01:47:42","date_gmt":"2025-08-24T17:47:42","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=47204"},"modified":"2025-08-25T01:47:42","modified_gmt":"2025-08-24T17:47:42","slug":"baichuan-m2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/baichuan-m2\/","title":{"rendered":"Baichuan-M2\uff1a\u533b\u7597\u9886\u57df\u589e\u5f3a\u63a8\u7406\u7684\u5927\u8bed\u8a00\u6a21\u578b"},"content":{"rendered":"<p>Baichuan-M2 \u662f\u767e\u5ddd\u667a\u80fd\u516c\u53f8\u63a8\u51fa\u7684\u4e00\u4e2a\u53c2\u6570\u91cf\u4e3a320\u4ebf\uff0832B\uff09\u7684\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u3002 \u8be5\u6a21\u578b\u4e13\u6ce8\u4e8e\u533b\u7597\u9886\u57df\uff0c\u65e8\u5728\u5904\u7406\u771f\u5b9e\u4e16\u754c\u7684\u533b\u7597\u63a8\u7406\u4efb\u52a1\u3002\u5b83\u57fa\u4e8eQwen2.5-32B\u6a21\u578b\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\uff0c\u901a\u8fc7\u5f15\u5165\u521b\u65b0\u7684\u201c\u5927\u578b\u9a8c\u8bc1\u5668\u7cfb\u7edf\u201d\uff08Large Verifier System\uff09\u548c\u4e13\u95e8\u7684\u533b\u7597\u9886\u57df\u9002\u5e94\u6027\u8bad\u7ec3\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5728\u533b\u7597\u573a\u666f\u4e0b\u7684\u4e13\u4e1a\u80fd\u529b\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u5f3a\u5927\u7684\u901a\u7528\u77e5\u8bc6\u548c\u63a8\u7406\u80fd\u529b\u3002 \u6839\u636e\u5b98\u65b9\u5728HealthBench\u8bc4\u6d4b\u96c6\u4e0a\u7684\u6570\u636e\u663e\u793a\uff0cBaichuan-M2-32B\u7684\u8868\u73b0\u8d85\u8d8a\u4e86\u5305\u62ecOpenAI\u6700\u65b0\u5f00\u6e90\u6a21\u578b\u5728\u5185\u7684\u591a\u4e2a\u540c\u7c7b\u6a21\u578b\u3002 \u8be5\u6a21\u578b\u7684\u4e00\u5927\u4eae\u70b9\u662f\u7ecf\u8fc7\u4f18\u5316\u540e\uff0c\u652f\u63014-bit\u91cf\u5316\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u5355\u5f20RTX 4090\u7b49\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u8fdb\u884c\u9ad8\u6548\u90e8\u7f72\u548c\u63a8\u7406\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-47210\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/25b0bc27e6c2e26.png\" alt=\"\" width=\"1275\" height=\"609\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/25b0bc27e6c2e26.png 1275w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/25b0bc27e6c2e26-18x9.png 18w\" sizes=\"auto, (max-width: 1275px) 100vw, 1275px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u9876\u5c16\u533b\u7597\u6027\u80fd<\/strong>: \u5728\u6743\u5a01\u533b\u7597\u8bc4\u6d4b\u96c6HealthBench\u4e0a\uff0c\u6027\u80fd\u8d85\u8d8a\u4e86\u591a\u4e2a\u77e5\u540d\u7684\u5f00\u6e90\u53ca\u95ed\u6e90\u6a21\u578b\uff0c\u5176\u533b\u7597\u80fd\u529b\u5728\u5f00\u6e90\u6a21\u578b\u4e2d\u5904\u4e8e\u9886\u5148\u5730\u4f4d\u3002<\/li>\n<li><strong>\u5bf9\u9f50\u533b\u751f\u601d\u7ef4<\/strong>: \u8bad\u7ec3\u6570\u636e\u5305\u542b\u771f\u5b9e\u4e34\u5e8a\u6848\u4f8b\u548c\u60a3\u8005\u6a21\u62df\u5668\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u548c\u6a21\u62df\u4e34\u5e8a\u8bca\u65ad\u601d\u7ef4\uff0c\u8fdb\u884c\u6709\u6548\u7684\u533b\u60a3\u4ea4\u4e92\u3002<\/li>\n<li><strong>\u9ad8\u6548\u90e8\u7f72\u63a8\u7406<\/strong>: \u652f\u63014-bit\u91cf\u5316\u6280\u672f\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u5355\u5f20RTX 4090\u663e\u5361\u4e0a\u90e8\u7f72\u8be5\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86\u8f83\u9ad8\u7684token\u541e\u5410\u91cf\uff0c\u5927\u5e45\u964d\u4f4e\u786c\u4ef6\u6210\u672c\u3002<\/li>\n<li><strong>\u5927\u578b\u9a8c\u8bc1\u5668\u7cfb\u7edf<\/strong>: \u72ec\u521b\u7684\u9a8c\u8bc1\u7cfb\u7edf\uff0c\u5185\u7f6e\u57fa\u4e8e\u771f\u5b9e\u75c5\u4f8b\u7684\u201c\u60a3\u8005\u6a21\u62df\u5668\u201d\uff0c\u5e76\u4ece\u533b\u5b66\u51c6\u786e\u6027\u3001\u56de\u7b54\u5b8c\u6574\u6027\u7b498\u4e2a\u7ef4\u5ea6\u5bf9\u6a21\u578b\u7684\u8f93\u51fa\u8fdb\u884c\u52a8\u6001\u8bc4\u4f30\u548c\u9a8c\u8bc1\u3002<\/li>\n<li><strong>\u9886\u57df\u9002\u5e94\u589e\u5f3a<\/strong>: \u901a\u8fc7\u4e2d\u671f\u8bad\u7ec3\uff08Mid-Training\uff09\u7684\u65b9\u5f0f\u5411\u6a21\u578b\u6ce8\u5165\u533b\u7597\u77e5\u8bc6\uff0c\u5e76\u91c7\u7528\u591a\u9636\u6bb5\u5f3a\u5316\u5b66\u4e60\u7b56\u7565\uff0c\u5728\u63d0\u5347\u533b\u7597\u4e13\u4e1a\u6027\u7684\u540c\u65f6\uff0c\u6709\u6548\u4fdd\u7559\u4e86\u5176\u901a\u7528\u80fd\u529b\u3002<\/li>\n<li><strong>\u5f3a\u5927\u7684\u57fa\u7840\u6a21\u578b<\/strong>: \u57fa\u4e8e\u4f18\u79c0\u7684\u901a\u7528\u5927\u6a21\u578bQwen2.5-32B\u6784\u5efa\uff0c\u4e3a\u6a21\u578b\u7684\u5f3a\u5927\u7efc\u5408\u80fd\u529b\u5960\u5b9a\u4e86\u575a\u5b9e\u57fa\u7840\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>\u7528\u6237\u53ef\u4ee5\u901a\u8fc7Hugging Face\u7684<code>transformers<\/code>\u5e93\u8f7b\u677e\u52a0\u8f7d\u548c\u4f7f\u7528Baichuan-M2-32B\u6a21\u578b\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u4f7f\u7528\u6d41\u7a0b\uff1a<\/p>\n<h3>1. \u73af\u5883\u51c6\u5907<\/h3>\n<p>\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5\u5fc5\u8981\u7684Python\u5e93\uff0c\u4e3b\u8981\u662f<code>transformers<\/code>\u548c<code>accelerate<\/code>\u3002\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u4ee5\u83b7\u5f97\u6700\u4f73\u517c\u5bb9\u6027\u3002<\/p>\n<pre><code>pip install transformers&gt;=4.42.0\r\npip install accelerate\r\n<\/code><\/pre>\n<p>\u540c\u65f6\uff0c\u4e3a\u4e86\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd\uff0c\u5efa\u8bae\u5b89\u88c5PyTorch\u7684CUDA\u7248\u672c\uff0c\u5e76\u786e\u4fdd\u60a8\u7684\u73af\u5883\u4e2d\u5df2\u6b63\u786e\u914d\u7f6eNVIDIA\u9a71\u52a8\u7a0b\u5e8f\u3002<\/p>\n<h3>2. \u52a0\u8f7d\u6a21\u578b\u548c\u5206\u8bcd\u5668<\/h3>\n<p>\u4f7f\u7528<code>AutoModelForCausalLM<\/code>\u548c<code>AutoTokenizer<\/code>\u53ef\u4ee5\u65b9\u4fbf\u5730\u4eceHugging Face Hub\u4e0b\u8f7d\u5e76\u52a0\u8f7d\u6a21\u578b\u3002<\/p>\n<pre><code># \u5f15\u5165\u5fc5\u8981\u7684\u5e93\r\nfrom transformers import AutoTokenizer, AutoModelForCausalLM\r\nimport torch\r\n# \u6307\u5b9a\u6a21\u578bID\r\nmodel_id = \"baichuan-inc\/Baichuan-M2-32B\"\r\n# \u52a0\u8f7d\u6a21\u578b\uff0ctrust_remote_code=True\u662f\u5fc5\u9700\u7684\uff0c\u56e0\u4e3a\u5b83\u4f1a\u6267\u884c\u6a21\u578b\u4ed3\u5e93\u4e2d\u7684\u81ea\u5b9a\u4e49\u4ee3\u7801\r\n# \u5982\u679c\u6709\u652f\u6301BF16\u7684GPU\uff0c\u53ef\u4ee5\u4f7f\u7528torch.bfloat16\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd\r\nmodel = AutoModelForCausalLM.from_pretrained(\r\nmodel_id,\r\ntrust_remote_code=True,\r\ntorch_dtype=torch.bfloat16,  # \u4f7f\u7528bfloat16\u4ee5\u8282\u7701\u663e\u5b58\r\ndevice_map=\"auto\"  # \u81ea\u52a8\u5c06\u6a21\u578b\u5206\u914d\u5230\u53ef\u7528\u7684\u8bbe\u5907\u4e0a\uff08\u5982GPU\uff09\r\n)\r\n# \u52a0\u8f7d\u5bf9\u5e94\u7684\u5206\u8bcd\u5668\r\ntokenizer = AutoTokenizer.from_pretrained(model_id)\r\n<\/code><\/pre>\n<h3>3. \u6784\u5efa\u8f93\u5165\u5185\u5bb9<\/h3>\n<p>Baichuan-M2-32B\u91c7\u7528\u7279\u5b9a\u7684\u5bf9\u8bdd\u6a21\u677f\u3002\u4e3a\u4e86\u4e0e\u6a21\u578b\u6b63\u786e\u4ea4\u4e92\uff0c\u9700\u8981\u4f7f\u7528<code>tokenizer.apply_chat_template<\/code>\u65b9\u6cd5\u6765\u683c\u5f0f\u5316\u8f93\u5165\u3002\u8be5\u6a21\u578b\u652f\u6301\u4e00\u4e2a\u7279\u6b8a\u7684<code>thinking_mode<\/code>\uff08\u601d\u8003\u6a21\u5f0f\uff09\uff0c\u53ef\u4ee5\u5728\u751f\u6210\u6700\u7ec8\u7b54\u6848\u524d\uff0c\u5148\u8f93\u51fa\u4e00\u4e2a\u601d\u8003\u8fc7\u7a0b\u3002<\/p>\n<pre><code># \u5b9a\u4e49\u7528\u6237\u8f93\u5165\u7684\u95ee\u9898\r\nprompt = \"\u88ab\u866b\u5b50\u54ac\u4e86\u4e4b\u540e\u80bf\u4e86\u4e00\u5927\u5757\uff0c\u600e\u4e48\u6837\u53ef\u4ee5\u5feb\u901f\u6d88\u80bf\uff1f\"\r\n# \u6309\u7167\u5b98\u65b9\u683c\u5f0f\u6784\u5efa\u8f93\u5165\u6d88\u606f\r\nmessages = [\r\n{\"role\": \"user\", \"content\": prompt}\r\n]\r\n# \u4f7f\u7528apply_chat_template\u5c06\u6d88\u606f\u8f6c\u6362\u4e3a\u6a21\u578b\u6240\u9700\u7684\u8f93\u5165\u5b57\u7b26\u4e32\r\n# thinking_mode\u53ef\u4ee5\u8bbe\u7f6e\u4e3a 'on', 'off', \u6216 'auto'\r\ntext = tokenizer.apply_chat_template(\r\nmessages,\r\ntokenize=False,\r\nadd_generation_prompt=True,\r\nthinking_mode='on'\r\n)\r\n# \u5c06\u6587\u672c\u7f16\u7801\u4e3a\u6a21\u578b\u8f93\u5165\u7684\u5f20\u91cf\r\nmodel_inputs = tokenizer([text], return_tensors=\"pt\").to(model.device)\r\n<\/code><\/pre>\n<h3>4. \u751f\u6210\u56de\u590d\u5e76\u89e3\u6790<\/h3>\n<p>\u8c03\u7528\u6a21\u578b\u7684<code>generate<\/code>\u65b9\u6cd5\u6765\u751f\u6210\u56de\u590d\u3002\u7531\u4e8e\u5f00\u542f\u4e86\u601d\u8003\u6a21\u5f0f\uff0c\u6a21\u578b\u7684\u8f93\u51fa\u4f1a\u5305\u542b\u601d\u8003\u8fc7\u7a0b\u548c\u6700\u7ec8\u7b54\u6848\u4e24\u90e8\u5206\uff0c\u9700\u8981\u8fdb\u884c\u89e3\u6790\u3002<\/p>\n<pre><code># \u4f7f\u7528\u6a21\u578b\u751f\u6210\u56de\u590d\r\n# max_new_tokens\u63a7\u5236\u751f\u6210\u5185\u5bb9\u7684\u6700\u5927\u957f\u5ea6\r\ngenerated_ids = model.generate(\r\n**model_inputs,\r\nmax_new_tokens=4096\r\n)\r\n# \u4ece\u751f\u6210\u7ed3\u679c\u4e2d\u79fb\u9664\u8f93\u5165\u90e8\u5206\uff0c\u53ea\u4fdd\u7559\u65b0\u751f\u6210\u7684\u5185\u5bb9\r\noutput_ids = generated_ids[0][len(model_inputs.input_ids[0]):].tolist()\r\n# \u89e3\u6790\u601d\u8003\u8fc7\u7a0b\u548c\u6700\u7ec8\u5185\u5bb9\r\n# \u601d\u8003\u8fc7\u7a0b\u4ee5\u7279\u6b8a\u6807\u8bb0 &lt;\/think&gt; (ID: 151668) \u7ed3\u5c3e\r\ntry:\r\n# \u627e\u5230 &lt;\/think&gt; \u6807\u8bb0\u7684\u4f4d\u7f6e\r\nthink_token_id = 151668\r\nindex = len(output_ids) - output_ids[::-1].index(think_token_id)\r\nexcept ValueError:\r\n# \u5982\u679c\u6ca1\u6709\u627e\u5230\u6807\u8bb0\uff0c\u5219\u8ba4\u4e3a\u5168\u90e8\u662f\u5185\u5bb9\r\nindex = 0\r\n# \u89e3\u7801\u601d\u8003\u8fc7\u7a0b\u548c\u6700\u7ec8\u7b54\u6848\r\nthinking_content = tokenizer.decode(output_ids[:index], skip_special_tokens=True).strip()\r\ncontent = tokenizer.decode(output_ids[index:], skip_special_tokens=True).strip()\r\n# \u6253\u5370\u7ed3\u679c\r\nprint(\"\u3010\u601d\u8003\u8fc7\u7a0b\u3011:\", thinking_content)\r\nprint(\"\u3010\u6700\u7ec8\u7b54\u6848\u3011:\", content)\r\n<\/code><\/pre>\n<h3>5. API\u670d\u52a1\u90e8\u7f72<\/h3>\n<p>\u5bf9\u4e8e\u9700\u8981\u5c06\u6a21\u578b\u90e8\u7f72\u4e3a\u670d\u52a1\u7684\u573a\u666f\uff0c\u53ef\u4ee5\u4f7f\u7528<code>sglang<\/code>\u6216<code><a href=\"https:\/\/www.kdjingpai.com\/de\/vllm\/\">vllm<\/a><\/code>\u7b49\u63a8\u7406\u5f15\u64ce\u6765\u521b\u5efa\u4e00\u4e2a\u4e0eOpenAI\u517c\u5bb9\u7684API\u7aef\u70b9\u3002<\/p>\n<p><strong>\u4f7f\u7528SGLang\u90e8\u7f72:<\/strong><\/p>\n<pre><code>python -m sglang.launch_server --model-path baichuan-inc\/Baichuan-M2-32B --reasoning-parser <a href=\"https:\/\/www.kdjingpai.com\/de\/qwen3-fabushenba\/\">qwen3<\/a>\r\n<\/code><\/pre>\n<p><strong>\u4f7f\u7528vLLM\u90e8\u7f72:<\/strong><\/p>\n<pre><code>vllm serve baichuan-inc\/Baichuan-M2-32B --reasoning-parser qwen3\r\n<\/code><\/pre>\n<p>\u542f\u52a8\u670d\u52a1\u540e\uff0c\u5c31\u53ef\u4ee5\u50cf\u8c03\u7528OpenAI API\u4e00\u6837\uff0c\u901a\u8fc7HTTP\u8bf7\u6c42\u4e0e\u6a21\u578b\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u4e34\u5e8a\u51b3\u7b56\u8f85\u52a9<\/strong><br \/>\n\u5728\u590d\u6742\u7684\u4e34\u5e8a\u8bca\u65ad\u4e2d\uff0c\u8be5\u6a21\u578b\u53ef\u4ee5\u4e3a\u533b\u751f\u63d0\u4f9b\u9274\u522b\u8bca\u65ad\u7684\u601d\u8def\u3001\u6700\u65b0\u7684\u6cbb\u7597\u65b9\u6848\u53c2\u8003\u4ee5\u53ca\u836f\u54c1\u4fe1\u606f\u67e5\u8be2\uff0c\u5e2e\u52a9\u533b\u751f\u505a\u51fa\u66f4\u5168\u9762\u3001\u66f4\u5feb\u901f\u7684\u51b3\u7b56\u3002<\/li>\n<li><strong>\u533b\u7597\u6559\u80b2\u4e0e\u57f9\u8bad<\/strong><br \/>\n\u533b\u5b66\u751f\u548c\u5e74\u8f7b\u533b\u751f\u53ef\u4ee5\u5229\u7528\u6a21\u578b\u7684\u201c\u60a3\u8005\u6a21\u62df\u5668\u201d\u529f\u80fd\u8fdb\u884c\u865a\u62df\u95ee\u8bca\u8bad\u7ec3\uff0c\u5b66\u4e60\u8bca\u65ad\u601d\u8def\u548c\u75c5\u60c5\u5206\u6790\u65b9\u6cd5\uff0c\u6a21\u578b\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u672c\u968f\u65f6\u53ef\u67e5\u7684\u201c\u533b\u5b66\u767e\u79d1\u5168\u4e66\u201d\u3002<\/li>\n<li><strong>\u5927\u4f17\u5065\u5eb7\u54a8\u8be2<\/strong><br \/>\n\u4e3a\u666e\u901a\u7528\u6237\u63d0\u4f9b\u5e38\u89c1\u5065\u5eb7\u95ee\u9898\u7684\u521d\u6b65\u89e3\u7b54\u548c\u4fdd\u5065\u77e5\u8bc6\u79d1\u666e\uff0c\u4f8b\u5982\u89e3\u91ca\u5316\u9a8c\u5355\u7684\u5e38\u89c4\u6307\u6807\u3001\u63d0\u4f9b\u975e\u5904\u65b9\u836f\u7684\u4f7f\u7528\u5efa\u8bae\u7b49\uff0c\u63d0\u5347\u516c\u4f17\u7684\u5065\u5eb7\u7d20\u517b\u3002<\/li>\n<li><strong>\u75c5\u5386\u6458\u8981\u4e0e\u4fe1\u606f\u63d0\u53d6<\/strong><br \/>\n\u6a21\u578b\u80fd\u591f\u5feb\u901f\u9605\u8bfb\u548c\u7406\u89e3\u5197\u957f\u7684\u7535\u5b50\u75c5\u5386\uff0c\u81ea\u52a8\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u751f\u6210\u7ed3\u6784\u5316\u7684\u75c5\u5386\u6458\u8981\uff0c\u51cf\u8f7b\u533b\u52a1\u4eba\u5458\u7684\u6587\u4e66\u5de5\u4f5c\u8d1f\u62c5\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Baichuan-M2-32B\u6a21\u578b\u7684\u57fa\u7840\u6a21\u578b\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\n\u5b83\u57fa\u4e8eQwen2.5-32B\u6a21\u578b\u8fdb\u884c\u6784\u5efa\uff0c\u5e76\u5728\u5176\u5f3a\u5927\u7684\u901a\u7528\u80fd\u529b\u57fa\u7840\u4e0a\uff0c\u9488\u5bf9\u533b\u7597\u9886\u57df\u8fdb\u884c\u4e86\u4e13\u95e8\u7684\u589e\u5f3a\u548c\u4f18\u5316\u3002<\/li>\n<li><strong>\u8fd0\u884c\u8fd9\u4e2a\u6a21\u578b\u9700\u8981\u4ec0\u4e48\u6837\u7684\u786c\u4ef6\uff1f<\/strong><br \/>\n\u8be5\u6a21\u578b\u7ecf\u8fc7\u8f7b\u91cf\u5316\u4f18\u5316\uff0c\u652f\u63014-bit\u91cf\u5316\uff0c\u53ef\u4ee5\u5728\u5355\u4e2aNVIDIA RTX 4090\u7ea7\u522b\u7684\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u9ad8\u6548\u90e8\u7f72\u548c\u8fd0\u884c\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u786c\u4ef6\u95e8\u69db\u3002<\/li>\n<li><strong>\u8fd9\u4e2a\u6a21\u578b\u53ef\u4ee5\u7528\u4e8e\u5546\u4e1a\u7528\u9014\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u3002\u8be5\u6a21\u578b\u9075\u5faaApache 2.0\u5f00\u6e90\u8bb8\u53ef\u8bc1\uff0c\u5141\u8bb8\u7528\u6237\u8fdb\u884c\u5546\u4e1a\u5316\u4f7f\u7528\u3002<\/li>\n<li><strong>\u8be5\u6a21\u578b\u80fd\u66ff\u4ee3\u4e13\u4e1a\u533b\u751f\u5417\uff1f<\/strong><br \/>\n\u4e0d\u80fd\u3002\u6a21\u578b\u63d0\u4f9b\u7684\u6240\u6709\u4fe1\u606f\u4ec5\u4f9b\u7814\u7a76\u548c\u53c2\u8003\uff0c\u4e0d\u80fd\u4f5c\u4e3a\u4e13\u4e1a\u7684\u533b\u7597\u8bca\u65ad\u6216\u6cbb\u7597\u65b9\u6848\u3002\u4efb\u4f55\u533b\u7597\u51b3\u7b56\u90fd\u5e94\u5728\u6267\u4e1a\u533b\u5e08\u7684\u6307\u5bfc\u4e0b\u8fdb\u884c\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Baichuan-M2 \u662f\u767e\u5ddd\u667a\u80fd\u516c\u53f8\u63a8\u51fa\u7684\u4e00\u4e2a\u53c2\u6570\u91cf\u4e3a320\u4ebf\uff0832B\uff09\u7684\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u3002 \u8be5\u6a21\u578b\u4e13\u6ce8\u4e8e\u533b\u7597\u9886\u57df\uff0c\u65e8\u5728\u5904\u7406\u771f\u5b9e\u4e16\u754c\u7684\u533b\u7597\u63a8\u7406\u4efb\u52a1\u3002\u5b83\u57fa\u4e8eQwen2.5-32B\u6a21\u578b\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\uff0c\u901a\u8fc7\u5f15\u5165\u521b\u65b0\u7684\u201c\u5927\u578b\u9a8c\u8bc1\u5668\u7cfb\u7edf\u201d\uff08Large &#8230;<\/p>\n","protected":false},"author":1,"featured_media":31260,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,403,392],"tags":[230],"class_list":["post-47204","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-dedicated-model","category-models","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/47204","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=47204"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/47204\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/31260"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=47204"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=47204"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=47204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}