{"id":29484,"date":"2025-03-28T15:58:31","date_gmt":"2025-03-28T07:58:31","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29484"},"modified":"2025-03-28T15:58:31","modified_gmt":"2025-03-28T07:58:31","slug":"writingbench","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/writingbench\/","title":{"rendered":"WritingBench\uff1a\u6d4b\u8bd5\u5927\u6a21\u578b\u5199\u4f5c\u80fd\u529b\u7684\u57fa\u51c6\u8bc4\u4f30\u5de5\u5177"},"content":{"rendered":"<p>WritingBench \u662f X-PLUG \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\u3002\u5b83\u662f\u4e00\u4e2a\u4e13\u95e8\u7528\u6765\u6d4b\u8bd5\u5927\u6a21\u578b\u5199\u4f5c\u80fd\u529b\u7684\u5de5\u5177\uff0c\u63d0\u4f9b\u4e86 1239 \u4e2a\u771f\u5b9e\u4e16\u754c\u7684\u5199\u4f5c\u4efb\u52a1\u3002\u8fd9\u4e9b\u4efb\u52a1\u8986\u76d6 6 \u4e2a\u4e3b\u8981\u9886\u57df\u548c 100 \u4e2a\u7ec6\u5206\u9886\u57df\uff0c\u7ed3\u5408\u98ce\u683c\u3001\u683c\u5f0f\u548c\u957f\u5ea6\u8981\u6c42\uff0c\u5e73\u5747\u6bcf\u4e2a\u4efb\u52a1\u6709 1546 \u4e2a\u8bcd\u3002\u9879\u76ee\u901a\u8fc7\u6a21\u578b\u751f\u6210\u548c\u4eba\u5de5\u4f18\u5316\u7ed3\u5408\u7684\u65b9\u5f0f\u6784\u5efa\u4efb\u52a1\uff0c\u786e\u4fdd\u591a\u6837\u6027\u548c\u5b9e\u7528\u6027\u3002\u6bcf\u4e2a\u4efb\u52a1\u914d\u6709 5 \u4e2a\u5177\u4f53\u8bc4\u5206\u6807\u51c6\uff0c\u53ef\u901a\u8fc7\u5927\u6a21\u578b\u6216\u4e13\u7528\u8bc4\u5224\u6a21\u578b\u8bc4\u5206\u3002WritingBench \u7684\u4ee3\u7801\u548c\u6570\u636e\u90fd\u514d\u8d39\u5f00\u653e\uff0c\u9002\u5408\u5f00\u53d1\u8005\u4f18\u5316\u5927\u6a21\u578b\u7684\u5199\u4f5c\u80fd\u529b\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u9879\u76ee\u6ca1\u6709\u63d0\u4f9b\u00a0<code>requirements.txt<\/code>\u00a0\u6587\u4ef6\uff0c\u7528\u6237\u9700\u81ea\u884c\u914d\u7f6e\u73af\u5883\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29485\" title=\"WritingBench\uff1a\u6d4b\u8bd5\u5927\u6a21\u578b\u5199\u4f5c\u80fd\u529b\u7684\u57fa\u51c6\u8bc4\u4f30\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/866ee34ed10e7c5.jpg\" alt=\"WritingBench\uff1a\u6d4b\u8bd5\u5927\u6a21\u578b\u5199\u4f5c\u80fd\u529b\u7684\u57fa\u51c6\u8bc4\u4f30\u5de5\u5177-1\" width=\"1312\" height=\"573\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/866ee34ed10e7c5.jpg 1312w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/866ee34ed10e7c5-768x335.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/866ee34ed10e7c5-18x8.jpg 18w\" sizes=\"auto, (max-width: 1312px) 100vw, 1312px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u63d0\u4f9b 1239 \u4e2a\u771f\u5b9e\u5199\u4f5c\u4efb\u52a1\uff0c\u8986\u76d6\u5b66\u672f\u3001\u5546\u4e1a\u3001\u6cd5\u5f8b\u3001\u6587\u5b66\u3001\u6559\u80b2\u548c\u8425\u9500 6 \u5927\u9886\u57df\u3002<\/li>\n<li>\u652f\u6301 100 \u4e2a\u7ec6\u5206\u9886\u57df\uff0c\u4efb\u52a1\u8d34\u8fd1\u5b9e\u9645\u9700\u6c42\u3002<\/li>\n<li>\u4e3a\u6bcf\u4e2a\u4efb\u52a1\u751f\u6210 5 \u4e2a\u52a8\u6001\u8bc4\u5206\u6807\u51c6\uff0c\u8bc4\u4f30\u5199\u4f5c\u8d28\u91cf\u3002<\/li>\n<li>\u652f\u6301\u5927\u6a21\u578b\u81ea\u52a8\u8bc4\u5206\u548c\u4e13\u7528\u8bc4\u5224\u6a21\u578b\u8bc4\u5206\u4e24\u79cd\u65b9\u5f0f\u3002<\/li>\n<li>\u5305\u542b\u591a\u6837\u5316\u7684\u53c2\u8003\u6750\u6599\uff0c\u5982\u8d22\u52a1\u62a5\u8868\u6216\u6cd5\u5f8b\u6a21\u677f\u3002<\/li>\n<li>\u63d0\u4f9b\u5f00\u6e90\u4ee3\u7801\u3001\u6570\u636e\u96c6\u548c\u8bc4\u4f30\u811a\u672c\uff0c\u7528\u6237\u53ef\u81ea\u7531\u4e0b\u8f7d\u548c\u4fee\u6539\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>WritingBench \u662f\u4e00\u4e2a\u57fa\u4e8e GitHub \u7684\u5f00\u6e90\u9879\u76ee\uff0c\u7528\u6237\u53ef\u4ee5\u8bbf\u95ee\u00a0https:\/\/github.com\/X-PLUG\/WritingBench\u00a0\u83b7\u53d6\u8d44\u6e90\u3002\u5b83\u4e0d\u9700\u8981\u5728\u7ebf\u670d\u52a1\uff0c\u53ea\u9700\u4e0b\u8f7d\u5230\u672c\u5730\u8fd0\u884c\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u4f7f\u7528\u6b65\u9aa4\u548c\u529f\u80fd\u64cd\u4f5c\u6307\u5357\uff1a<\/p>\n<h3>\u83b7\u53d6\u9879\u76ee\u8d44\u6e90<\/h3>\n<ol>\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8f93\u5165\u00a0https:\/\/github.com\/X-PLUG\/WritingBench\u3002<\/li>\n<li>\u70b9\u51fb\u53f3\u4e0a\u89d2\u7eff\u8272 \u201cCode\u201d \u6309\u94ae\uff0c\u9009\u62e9 \u201cDownload ZIP\u201d \u4e0b\u8f7d\uff0c\u6216\u7528 Git \u547d\u4ee4\u514b\u9686\uff1a<\/li>\n<\/ol>\n<pre><code>git clone https:\/\/github.com\/X-PLUG\/WritingBench.git\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u89e3\u538b\u6587\u4ef6\u5230\u672c\u5730\uff0c\u6587\u4ef6\u5939\u5305\u542b\u4ee3\u7801\u3001\u6570\u636e\u548c\u6587\u6863\u3002<\/li>\n<\/ol>\n<h3>\u51c6\u5907\u8fd0\u884c\u73af\u5883<\/h3>\n<p>WritingBench \u6ca1\u6709\u63d0\u4f9b\u00a0<code>requirements.txt<\/code>\u00a0\u6587\u4ef6\uff0c\u56e0\u6b64\u9700\u8981\u624b\u52a8\u5b89\u88c5 Python \u73af\u5883\u548c\u4f9d\u8d56\u5e93\u3002\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li>\u786e\u4fdd\u5b89\u88c5 Python 3.8 \u6216\u66f4\u9ad8\u7248\u672c\uff0c\u5728\u7ec8\u7aef\u8f93\u5165\u00a0<code>python --version<\/code>\u00a0\u68c0\u67e5\u3002<\/li>\n<li>\u8fdb\u5165\u9879\u76ee\u6587\u4ef6\u5939\uff1a<\/li>\n<\/ol>\n<pre><code>cd WritingBench\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u5b89\u88c5\u57fa\u672c\u4f9d\u8d56\u5e93\u3002\u5b98\u65b9\u672a\u660e\u786e\u5217\u51fa\u6240\u6709\u4f9d\u8d56\uff0c\u4f46\u6839\u636e\u529f\u80fd\u63a8\u6d4b\u9700\u8981\u4ee5\u4e0b\u5e93\uff1a<\/li>\n<\/ol>\n<ul>\n<li><code>pip install torch<\/code>\uff08\u7528\u4e8e\u8bc4\u5224\u6a21\u578b\uff0c\u53ef\u80fd\u9700\u8981 GPU \u652f\u6301\uff09\u3002<\/li>\n<li><code>pip install transformers<\/code>\uff08\u7528\u4e8e\u5927\u6a21\u578b\u64cd\u4f5c\uff09\u3002<\/li>\n<li><code>pip install requests<\/code>\uff08\u53ef\u80fd\u7528\u4e8e\u6570\u636e\u5904\u7406\uff09\u3002<\/li>\n<li>\u5176\u4ed6\u53ef\u80fd\u9700\u8981\u7684\u5e93\u53ef\u6839\u636e\u62a5\u9519\u4fe1\u606f\u8865\u5145\u5b89\u88c5\u3002<\/li>\n<\/ul>\n<ol start=\"4\">\n<li>\u5982\u679c\u4f7f\u7528\u4e13\u7528\u8bc4\u5224\u6a21\u578b\uff0c\u9700\u5b89\u88c5 PyTorch \u548c CUDA\uff0c\u5177\u4f53\u7248\u672c\u53c2\u8003\u00a0https:\/\/pytorch.org\/get-started\/locally\/\u3002<\/li>\n<\/ol>\n<h3>\u9879\u76ee\u7ed3\u6784\u8bf4\u660e<\/h3>\n<p>\u4e0b\u8f7d\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li><code>evaluate_benchmark.py<\/code>\uff1a\u8bc4\u4f30\u811a\u672c\u3002<\/li>\n<li><code>prompt.py<\/code>\uff1a\u63d0\u793a\u6a21\u677f\u3002<\/li>\n<li><code>evaluator\/<\/code>\uff1a\u8bc4\u4f30\u63a5\u53e3\u76ee\u5f55\u3002<\/li>\n<li><code>critic.py<\/code>\uff1a\u4e13\u7528\u8bc4\u5224\u6a21\u578b\u63a5\u53e3\u3002<\/li>\n<li><code>llm.py<\/code>\uff1a\u5927\u6a21\u578b\u8bc4\u4f30\u63a5\u53e3\u3002<\/li>\n<li><code>benchmark_query\/<\/code>\uff1a\u4efb\u52a1\u6570\u636e\u76ee\u5f55\u3002<\/li>\n<li><code>benchmark_all.jsonl<\/code>\uff1a\u5b8c\u6574 1239 \u4e2a\u4efb\u52a1\u6570\u636e\u96c6\u3002<\/li>\n<li><code>requirement\/<\/code>\uff1a\u6309\u98ce\u683c\u3001\u683c\u5f0f\u3001\u957f\u5ea6\u5206\u7c7b\u7684\u5b50\u96c6\u3002<\/li>\n<\/ul>\n<h3>\u4f7f\u7528\u5199\u4f5c\u4efb\u52a1\u6570\u636e<\/h3>\n<ol>\n<li>\u6253\u5f00\u00a0<code>benchmark_query\/benchmark_all.jsonl<\/code>\uff0c\u67e5\u770b 1239 \u4e2a\u4efb\u52a1\u3002<\/li>\n<li>\u6bcf\u4e2a\u4efb\u52a1\u5305\u62ec\u63cf\u8ff0\u3001\u9886\u57df\u548c\u53c2\u8003\u6750\u6599\u3002\u4f8b\u5982\uff1a\u201c\u4e3a 2023 \u5e74 Q3 \u8d22\u52a1\u62a5\u544a\u5199 500 \u5b57\u603b\u7ed3\u201d\u3002<\/li>\n<li>\u7528\u4f60\u7684\u5927\u6a21\u578b\u751f\u6210\u56de\u7b54\uff0c\u793a\u4f8b\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n<pre><code>from your_model import Model\r\ntask = \"\u4e3a2023\u5e74Q3\u8d22\u52a1\u62a5\u544a\u5199500\u5b57\u603b\u7ed3\"\r\nmodel = Model()\r\nresponse = model.generate(task)\r\nwith open(\"response.txt\", \"w\") as f:\r\nf.write(response)\r\n<\/code><\/pre>\n<h3>\u8fd0\u884c\u8bc4\u4f30\u5de5\u5177<\/h3>\n<p>WritingBench \u652f\u6301\u4e24\u79cd\u8bc4\u4f30\u65b9\u5f0f\uff1a<\/p>\n<h4>\u5927\u6a21\u578b\u8bc4\u5206<\/h4>\n<ol>\n<li>\u7f16\u8f91\u00a0<code>evaluator\/llm.py<\/code>\uff0c\u6dfb\u52a0 API \u914d\u7f6e\uff1a<\/li>\n<\/ol>\n<pre><code>self.api_key = \"your_api_key_here\"\r\nself.url = \"Your API endpoint\"\r\nself.model = \"Your model name\"\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u8fd0\u884c\u8bc4\u4f30\u811a\u672c\uff1a<\/li>\n<\/ol>\n<pre><code>python evaluate_benchmark.py --evaluator llm --query_criteria_file benchmark_query\/benchmark_all.jsonl --input_file response.txt --output_file scores.jsonl\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u8f93\u51fa\u7ed3\u679c\u5305\u62ec 5 \u4e2a\u8bc4\u5206\u6807\u51c6\u7684\u5f97\u5206\u548c\u7406\u7531\u3002<\/li>\n<\/ol>\n<h4>\u4e13\u7528\u8bc4\u5224\u6a21\u578b\u8bc4\u5206<\/h4>\n<ol>\n<li>\u4ece\u00a0https:\/\/huggingface.co\/AQuarterMile\/WritingBench-Critic-Model-Qwen-7B\u00a0\u4e0b\u8f7d\u8bc4\u5224\u6a21\u578b\u3002<\/li>\n<li>\u5c06\u6a21\u578b\u653e\u5165\u672c\u5730\u8def\u5f84\uff0c\u7f16\u8f91\u00a0<code>evaluator\/critic.py<\/code>\uff1a<\/li>\n<\/ol>\n<pre><code>self.model = LLM(model=\"path\/to\/critic_model\", tensor_parallel_size=1)\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u8fd0\u884c\u8bc4\u4f30\uff1a<\/li>\n<\/ol>\n<pre><code>python evaluate_benchmark.py --evaluator critic --query_criteria_file benchmark_query\/benchmark_all.jsonl --input_file response.txt --output_file scores.jsonl\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u8f93\u51fa\u7ed3\u679c\u663e\u793a\u6bcf\u9879\u6807\u51c6\u7684\u5206\u6570\uff080-10 \u5206\uff09\u3002<\/li>\n<\/ol>\n<h3>\u81ea\u5b9a\u4e49\u4efb\u52a1\u548c\u8bc4\u5206<\/h3>\n<ol>\n<li>\u5728\u00a0<code>benchmark_query\/<\/code>\u00a0\u4e2d\u6dfb\u52a0\u65b0 JSON \u6587\u4ef6\uff0c\u5199\u5165\u4efb\u52a1\u63cf\u8ff0\u548c\u6750\u6599\u3002<\/li>\n<li>\u4fee\u6539\u00a0<code>prompt.py<\/code>\u00a0\u6216\u8bc4\u4f30\u811a\u672c\uff0c\u8c03\u6574\u8bc4\u5206\u6807\u51c6\u3002<\/li>\n<li>\u6d4b\u8bd5\u540e\u53ef\u4e0a\u4f20\u81f3 GitHub \u5206\u4eab\u3002<\/li>\n<\/ol>\n<h3>\u6570\u636e\u751f\u6210\u8fc7\u7a0b<\/h3>\n<p>\u4efb\u52a1\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u751f\u6210\uff1a<\/p>\n<ol>\n<li>\u5927\u6a21\u578b\u4ece 6 \u5927\u9886\u57df\u548c 100 \u4e2a\u5b50\u9886\u57df\u751f\u6210\u521d\u59cb\u4efb\u52a1\u3002<\/li>\n<li>\u901a\u8fc7\u98ce\u683c\u8c03\u6574\u3001\u683c\u5f0f\u8981\u6c42\u7b49\u4f18\u5316\u4efb\u52a1\u3002<\/li>\n<li>30 \u540d\u6807\u6ce8\u5458\u6536\u96c6\u5f00\u6e90\u6750\u6599\u3002<\/li>\n<li>5 \u540d\u4e13\u5bb6\u7b5b\u9009\u4efb\u52a1\u548c\u6750\u6599\uff0c\u786e\u4fdd\u5b9e\u7528\u6027\u3002<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u6b65\u9aa4\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e0a\u624b WritingBench\uff0c\u6d4b\u8bd5\u548c\u4f18\u5316\u5927\u6a21\u578b\u5199\u4f5c\u80fd\u529b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u6a21\u578b\u5f00\u53d1<\/strong><br \/>\n\u5f00\u53d1\u8005\u7528 WritingBench \u6d4b\u8bd5\u6a21\u578b\u5728\u5b66\u672f\u8bba\u6587\u6216\u5e7f\u544a\u6587\u6848\u4e2d\u7684\u8868\u73b0\uff0c\u6539\u8fdb\u4e0d\u8db3\u3002<\/li>\n<li><strong>\u6559\u80b2\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u5206\u6790\u5927\u6a21\u578b\u751f\u6210\u6559\u5b66\u6750\u6599\u6216\u6279\u6539\u4f5c\u6587\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>\u5199\u4f5c\u8f85\u52a9<\/strong><br \/>\n\u7528\u6237\u7528\u4efb\u52a1\u6570\u636e\u6fc0\u53d1\u521b\u610f\uff0c\u6216\u7528\u8bc4\u5206\u5de5\u5177\u68c0\u67e5\u6587\u7ae0\u8d28\u91cf\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u4e3a\u4ec0\u4e48\u6ca1\u6709 requirements.txt \u6587\u4ef6\uff1f<\/strong><br \/>\n\u5b98\u65b9\u672a\u63d0\u4f9b\uff0c\u53ef\u80fd\u662f\u4e3a\u4e86\u8ba9\u7528\u6237\u6839\u636e\u81ea\u5df1\u7684\u6a21\u578b\u548c\u73af\u5883\u7075\u6d3b\u914d\u7f6e\u4f9d\u8d56\u3002<\/li>\n<li><strong>\u9700\u8981\u8054\u7f51\u5417\uff1f<\/strong><br \/>\n\u4e0d\u9700\u8981\uff0c\u4e0b\u8f7d\u540e\u672c\u5730\u8fd0\u884c\u5373\u53ef\uff0c\u4f46\u4e0b\u8f7d\u6a21\u578b\u6216\u4f9d\u8d56\u65f6\u9700\u8054\u7f51\u3002<\/li>\n<li><strong>\u8bc4\u5224\u6a21\u578b\u5982\u4f55\u83b7\u53d6\uff1f<\/strong><br 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