{"id":32987,"date":"2025-07-22T02:29:12","date_gmt":"2025-07-21T18:29:12","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=32987"},"modified":"2025-07-22T02:30:18","modified_gmt":"2025-07-21T18:30:18","slug":"educhat","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/educhat\/","title":{"rendered":"EduChat\uff1a\u5f00\u6e90\u6559\u80b2\u5bf9\u8bdd\u6a21\u578b"},"content":{"rendered":"<p>EduChat \u662f\u7531\u534e\u4e1c\u5e08\u8303\u5927\u5b66 ICALK \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u6559\u80b2\u5bf9\u8bdd\u6a21\u578b\u3002\u5b83\u4e13\u6ce8\u4e8e\u6559\u80b2\u573a\u666f\uff0c\u652f\u6301\u4e2d\u82f1\u6587\u5bf9\u8bdd\uff0c\u65e8\u5728\u4e3a\u5b66\u751f\u3001\u6559\u5e08\u548c\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u667a\u80fd\u5316\u7684\u5bf9\u8bdd\u5de5\u5177\u3002\u6a21\u578b\u57fa\u4e8e LLaMA\u3001Qwen \u7b49\u5f00\u6e90\u6846\u67b6\uff0c\u901a\u8fc7\u5927\u91cf\u6559\u80b2\u9886\u57df\u6570\u636e\u8fdb\u884c\u5fae\u8c03\uff0c\u5177\u5907\u5904\u7406\u901a\u7528\u5bf9\u8bdd\u3001\u5fc3\u7406\u5b66\u54a8\u8be2\u548c\u82cf\u683c\u62c9\u5e95\u5f0f\u6559\u5b66\u5bf9\u8bdd\u7684\u80fd\u529b\u3002EduChat \u652f\u6301 GPU \u90e8\u7f72\uff0c\u9002\u5408\u5728\u6559\u80b2\u7814\u7a76\u6216\u5b9e\u9645\u6559\u5b66\u4e2d\u4f7f\u7528\u3002\u5b83\u8fd8\u63d0\u4f9b\u4e86\u6570\u636e\u6e05\u6d17\u5de5\u5177 CleanTool\uff0c\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u8bad\u7ec3\u6570\u636e\u3002\u9879\u76ee\u5728 GitHub \u4e0a\u5f00\u6e90\uff0c\u83b7\u5f97\u5e7f\u6cdb\u5173\u6ce8\uff0c\u622a\u81f3 2024 \u5e74\u5df2\u6709 748 \u4e2a\u661f\u6807\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-32988\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/b595dd3732ea7f0.png\" alt=\"\" width=\"2138\" height=\"1002\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/b595dd3732ea7f0.png 2138w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/b595dd3732ea7f0-1536x720.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/b595dd3732ea7f0-2048x960.png 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/b595dd3732ea7f0-18x8.png 18w\" sizes=\"auto, (max-width: 2138px) 100vw, 2138px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u4e2d\u82f1\u6587\u6559\u80b2\u5bf9\u8bdd\uff0c\u9002\u7528\u4e8e\u8bfe\u5802\u6559\u5b66\u3001\u5b66\u672f\u8ba8\u8bba\u548c\u5fc3\u7406\u54a8\u8be2\u3002<\/li>\n<li>\u63d0\u4f9b\u591a\u79cd\u6a21\u578b\u89c4\u6a21\uff0c\u5305\u62ec 1.8B\u30017B\u300113B \u548c 14B \u53c2\u6570\u7248\u672c\u3002<\/li>\n<li>\u652f\u6301\u82cf\u683c\u62c9\u5e95\u5f0f\u5bf9\u8bdd\uff0c\u5f15\u5bfc\u7528\u6237\u6df1\u5165\u601d\u8003\u3002<\/li>\n<li>\u63d0\u4f9b\u5fc3\u7406\u5b66\u4e3b\u9898\u5bf9\u8bdd\uff0c\u63a8\u8350\u76f8\u5173\u4e66\u7c4d\u6216\u63d0\u4f9b\u60c5\u611f\u652f\u6301\u3002<\/li>\n<li>\u5f00\u6e90\u6570\u636e\u6e05\u6d17\u5de5\u5177 CleanTool\uff0c\u4f18\u5316\u8bad\u7ec3\u6570\u636e\u96c6\u3002<\/li>\n<li>\u652f\u6301 GPU \u52a0\u901f\u90e8\u7f72\uff0c\u517c\u5bb9 A100\/A800 \u7b49\u786c\u4ef6\u3002<\/li>\n<li>\u63d0\u4f9b\u793a\u4f8b\u4ee3\u7801\uff0c\u65b9\u4fbf\u5f00\u53d1\u8005\u5feb\u901f\u8c03\u7528\u6a21\u578b\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u90e8\u7f72<\/h3>\n<p>EduChat \u662f\u5f00\u6e90\u9879\u76ee\uff0c\u9700\u901a\u8fc7 GitHub \u4e0b\u8f7d\u5e76\u5728\u672c\u5730\u90e8\u7f72\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong><br \/>\n\u786e\u4fdd\u7cfb\u7edf\u5b89\u88c5 Python 3.8+ \u548c PyTorch\u3002\u5efa\u8bae\u4f7f\u7528 GPU \u73af\u5883\uff08\u5982 NVIDIA A100\/A800\uff09\uff0c\u4ee5\u652f\u6301 FP16 \u7cbe\u5ea6\u8fd0\u884c\uff0c\u7ea6\u9700 15GB \u663e\u5b58\u3002\u5b89\u88c5\u5fc5\u8981\u7684\u4f9d\u8d56\u5e93\uff1a<\/p>\n<pre><code>pip install torch transformers\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong><br \/>\n\u8bbf\u95ee GitHub \u4ed3\u5e93\u00a0<code>https:\/\/github.com\/ECNU-ICALK\/EduChat<\/code>\uff0c\u514b\u9686\u9879\u76ee\u5230\u672c\u5730\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/ECNU-ICALK\/EduChat.git\r\n<\/code><\/pre>\n<p>\u6a21\u578b\u6587\u4ef6\u9700\u4ece Hugging Face \u4e0b\u8f7d\u3002\u63a8\u8350\u4f7f\u7528\u00a0<code>educhat-sft-002-7b<\/code>\u00a0\u6a21\u578b\uff0c\u9002\u5408\u5355\u5361 GPU \u8fd0\u884c\u3002\u4e0b\u8f7d\u547d\u4ee4\uff1a<\/p>\n<pre><code>huggingface-cli download ecnu-icalk\/educhat-sft-002-7b\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u52a0\u8f7d\u6a21\u578b<\/strong><br \/>\n\u4f7f\u7528\u63d0\u4f9b\u7684\u793a\u4f8b\u4ee3\u7801\u52a0\u8f7d\u6a21\u578b\u3002\u4ee5\u4e0b\u662f\u8c03\u7528\u00a0<code>educhat-sft-002-7b<\/code>\u00a0\u7684 Python \u4ee3\u7801\uff1a<\/p>\n<pre><code>from transformers import LlamaForCausalLM, LlamaTokenizer\r\ntokenizer = LlamaTokenizer.from_pretrained(\"ecnu-icalk\/educhat-sft-002-7b\")\r\nmodel = LlamaForCausalLM.from_pretrained(\"ecnu-icalk\/educhat-sft-002-7b\", torch_dtype=torch.float16).half().cuda()\r\nmodel = model.eval()\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u751f\u6210\u5bf9\u8bdd<\/strong><br \/>\n\u914d\u7f6e\u7cfb\u7edf\u63d0\u793a\u8bcd\uff08system prompt\uff09\uff0c\u5b9a\u4e49 EduChat \u7684\u89d2\u8272\u548c\u80fd\u529b\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>system_prompt = \"&lt;|system|&gt;\u4f60\u662f\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u540d\u5b57\u53ebEduChat\u3002 - EduChat\u662f\u4e00\u4e2a\u7531\u534e\u4e1c\u5e08\u8303\u5927\u5b66\u5f00\u53d1\u7684\u5bf9\u8bdd\u5f0f\u8bed\u8a00\u6a21\u578b\u3002 EduChat\u7684\u5de5\u5177 - Web search: Disable. - Calculators: Disable. EduChat\u7684\u80fd\u529b - Inner Thought: Disable. \u5bf9\u8bdd\u4e3b\u9898 - General: Enable. - Psychology: Disable. - Socrates: Disable.&lt;\/s&gt;\"\r\nquery = system_prompt + \"&lt;|prompter|&gt;\u4f60\u597d&lt;\/s&gt;&lt;|assistant|&gt;\"\r\ninputs = tokenizer(query, return_tensors=\"pt\", padding=True).to(0)\r\noutputs = model.generate(**inputs, do_sample=True, temperature=0.7, top_p=0.8, repetition_penalty=1.02, max_new_tokens=256)\r\nresponse = tokenizer.decode(outputs[0][inputs.input_ids.shape[1]:], skip_special_tokens=True)\r\nprint(response)\r\n<\/code><\/pre>\n<p>\u8f93\u51fa\u793a\u4f8b\uff1a<\/p>\n<pre><code>\u4f60\u597d\uff01\u6211\u662fEduChat\uff0c\u6709\u4ec0\u4e48\u6211\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7684\u5417\uff1f\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/strong>\n<ul>\n<li><strong>\u5fc3\u7406\u5b66\u5bf9\u8bdd<\/strong>\uff1a\u542f\u7528\u5fc3\u7406\u5b66\u4e3b\u9898\u540e\uff0cEduChat \u53ef\u63a8\u8350\u5fc3\u7406\u5b66\u4e66\u7c4d\u6216\u63d0\u4f9b\u60c5\u611f\u652f\u6301\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u7ed9\u6211\u63a8\u8350\u51e0\u672c\u5fc3\u7406\u76f8\u5173\u7684\u4e66\u7c4d\u201d\uff0c\u6a21\u578b\u4f1a\u8fd4\u56de\uff1a\n<pre><code>\u5f53\u7136\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5173\u4e8e\u5fc3\u7406\u5b66\u7684\u7ecf\u5178\u4e66\u7c4d\uff1a\r\n1.\u300a\u4eba\u6027\u7684\u5f31\u70b9\u300b\uff08Dale Carnegie\uff09\uff1a\u4ecb\u7ecd\u4eba\u9645\u5173\u7cfb\u6280\u5de7\uff0c\u5e2e\u52a9\u5efa\u7acb\u826f\u597d\u6c9f\u901a\u3002\r\n2.\u300a\u5fc3\u7406\u5b66\u4e0e\u751f\u6d3b\u300b\uff08Richard J. Gerrig\uff09\uff1a\u5168\u9762\u4ecb\u7ecd\u5fc3\u7406\u5b66\u57fa\u7840\u77e5\u8bc6\uff0c\u9002\u5408\u521d\u5b66\u8005\u3002\r\n<\/code><\/pre>\n<p>\u914d\u7f6e\u5fc3\u7406\u5b66\u5bf9\u8bdd\uff1a<\/p>\n<pre><code>system_prompt = \"&lt;|system|&gt;\u4f60\u662f\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u540d\u5b57\u53ebEduChat\u3002 - EduChat\u662f\u4e00\u4e2a\u7531\u534e\u4e1c\u5e08\u8303\u5927\u5b66\u5f00\u53d1\u7684\u5bf9\u8bdd\u5f0f\u8bed\u8a00\u6a21\u578b\u3002 EduChat\u7684\u5de5\u5177 - Web search: Disable. - Calculators: Disable. EduChat\u7684\u80fd\u529b - Inner Thought: Enable. \u5bf9\u8bdd\u4e3b\u9898 - General: Disable. - Psychology: Enable. - Socrates: Disable.&lt;\/s&gt;\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u82cf\u683c\u62c9\u5e95\u5f0f\u5bf9\u8bdd<\/strong>\uff1a\u901a\u8fc7\u63d0\u95ee\u5f15\u5bfc\u7528\u6237\u6df1\u5165\u601d\u8003\uff0c\u9002\u5408\u6559\u5b66\u573a\u666f\u3002\u542f\u7528\u65b9\u6cd5\uff1a\n<pre><code>system_prompt = \"&lt;|system|&gt;\u4f60\u662f\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u540d\u5b57\u53ebEduChat\u3002 - EduChat\u662f\u4e00\u4e2a\u7531\u534e\u4e1c\u5e08\u8303\u5927\u5b66\u5f00\u53d1\u7684\u5bf9\u8bdd\u5f0f\u8bed\u8a00\u6a21\u578b\u3002 EduChat\u7684\u5de5\u5177 - Web search: Disable. - Calculators: Disable. EduChat\u7684\u80fd\u529b - Inner Thought: Disable. \u5bf9\u8bdd\u4e3b\u9898 - General: Disable. - Psychology: Disable. - Socrates: Enable.&lt;\/s&gt;\"\r\n<\/code><\/pre>\n<p>\u793a\u4f8b\u8f93\u5165\uff1a\u201c\u4ec0\u4e48\u662f\u516c\u5e73\uff1f\u201d \u6a21\u578b\u4f1a\u901a\u8fc7\u53cd\u95ee\u5f15\u5bfc\u7528\u6237\u601d\u8003\uff0c\u5982\uff1a\u201c\u4f60\u8ba4\u4e3a\u516c\u5e73\u7684\u6838\u5fc3\u662f\u4ec0\u4e48\uff1f\u662f\u7ed3\u679c\u76f8\u540c\u8fd8\u662f\u673a\u4f1a\u5747\u7b49\uff1f\u201d<\/li>\n<li><strong>\u6570\u636e\u6e05\u6d17\u5de5\u5177 CleanTool<\/strong>\uff1a\u7528\u4e8e\u4f18\u5316\u8bad\u7ec3\u6570\u636e\uff0c\u652f\u6301\u53bb\u91cd\u548c\u4f4e\u8d28\u91cf\u6570\u636e\u8fc7\u6ee4\u3002\u8fd0\u884c CleanTool\uff1a\n<pre><code>python clean_tool.py --input data.json --output cleaned_data.json --gpu True\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5185\u6d4b\u7533\u8bf7<\/strong><br \/>\n\u5982\u679c\u9700\u8981\u8bbf\u95ee\u6700\u65b0\u6a21\u578b\u6216\u6570\u636e\uff0c\u53ef\u53d1\u9001\u90ae\u4ef6\u81f3\u00a0<code>dan_yh@stu.ecnu.edu.cn<\/code>\uff0c\u6807\u9898\u4e3a\u201cEduChat\u5185\u6d4b\u7533\u8bf7+\u5355\u4f4d\u201d\uff0c\u90ae\u4ef6\u4e2d\u8bf4\u660e\u7528\u9014\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd GPU \u663e\u5b58\u5145\u8db3\uff0c7B \u6a21\u578b\u9700\u7ea6 15GB \u663e\u5b58\uff0c13B \u6a21\u578b\u9700\u66f4\u591a\u3002<\/li>\n<li>\u6a21\u578b\u4e0d\u652f\u6301\u5b9e\u65f6\u8054\u7f51\u641c\u7d22\uff0c\u9700\u672c\u5730\u914d\u7f6e\u6570\u636e\u3002<\/li>\n<li>\u5b9a\u671f\u68c0\u67e5 GitHub \u4ed3\u5e93\u66f4\u65b0\uff0c\u83b7\u53d6\u6700\u65b0\u6a21\u578b\u548c\u6587\u6863\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u8bfe\u5802\u6559\u5b66\u8f85\u52a9<\/strong><br \/>\n\u6559\u5e08\u4f7f\u7528 EduChat \u7684\u82cf\u683c\u62c9\u5e95\u5f0f\u5bf9\u8bdd\u529f\u80fd\uff0c\u5f15\u5bfc\u5b66\u751f\u6df1\u5165\u63a2\u8ba8\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u5728\u54f2\u5b66\u8bfe\u4e0a\uff0c\u8f93\u5165\u201c\u4ec0\u4e48\u662f\u771f\u7406\u201d\uff0c\u6a21\u578b\u4f1a\u901a\u8fc7\u63d0\u95ee\u5e2e\u52a9\u5b66\u751f\u5206\u6790\u6982\u5ff5\u3002<\/li>\n<li><strong>\u5fc3\u7406\u5b66\u54a8\u8be2\u652f\u6301<\/strong><br \/>\n\u5b66\u751f\u6216\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u5fc3\u7406\u5b66\u5bf9\u8bdd\u529f\u80fd\u83b7\u53d6\u60c5\u7eea\u652f\u6301\u6216\u4e66\u7c4d\u63a8\u8350\uff0c\u9002\u5408\u5fc3\u7406\u5065\u5eb7\u6559\u80b2\u6216\u7814\u7a76\u573a\u666f\u3002<\/li>\n<li><strong>\u6559\u80b2\u6570\u636e\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u4f7f\u7528 CleanTool \u6e05\u6d17\u6559\u80b2\u9886\u57df\u6570\u636e\u96c6\uff0c\u63d0\u5347\u6a21\u578b\u8bad\u7ec3\u8d28\u91cf\uff0c\u9002\u7528\u4e8e\u5b66\u672f\u7814\u7a76\u3002<\/li>\n<li><strong>AI \u5f00\u53d1\u6d4b\u8bd5<\/strong><br \/>\n\u5f00\u53d1\u8005\u5229\u7528 EduChat \u7684\u5f00\u6e90\u4ee3\u7801\uff0c\u5feb\u901f\u642d\u5efa\u6559\u80b2\u5bf9\u8bdd\u7cfb\u7edf\uff0c\u6d4b\u8bd5\u5bf9\u8bdd\u751f\u6210\u6548\u679c\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>EduChat \u652f\u6301\u54ea\u4e9b\u8bed\u8a00\uff1f<\/strong><br \/>\nEduChat \u652f\u6301\u4e2d\u82f1\u6587\u5bf9\u8bdd\uff0c\u8bad\u7ec3\u6570\u636e\u5305\u542b\u7ea6 400 \u4e07\u6761\u4e2d\u82f1\u6587\u6307\u4ee4\u548c\u5bf9\u8bdd\u6570\u636e\uff0c\u9002\u5408\u591a\u8bed\u8a00\u6559\u80b2\u573a\u666f\u3002<\/li>\n<li><strong>\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u7248\u672c\uff1f<\/strong><br \/>\n1.8B \u548c 7B \u6a21\u578b\u9002\u5408\u4f4e\u7b97\u529b\u8bbe\u5907\uff0c13B \u548c 14B \u6a21\u578b\u9002\u5408\u9ad8\u6027\u80fd 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