{"id":4857,"date":"2024-12-02T17:29:23","date_gmt":"2024-12-02T09:29:23","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=4857"},"modified":"2024-12-02T17:29:23","modified_gmt":"2024-12-02T09:29:23","slug":"%e7%a8%8b%e5%ba%8f%e7%bc%96%e7%a0%81%e7%9b%b8%e5%85%b3%e7%9a%84%e8%ae%ad%e7%bb%83%e6%95%b0%e6%8d%ae%e9%9b%86","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=4857","title":{"rendered":"\u7a0b\u5e8f\u7f16\u7801\u76f8\u5173\u7684\u8bad\u7ec3\u6570\u636e\u96c6"},"content":{"rendered":"\n<p>Hugging Face \u7684 Datasets \u5e93\u4e2d\u6709\u591a\u79cd\u9488\u5bf9\u7f16\u7a0b\u8bed\u8a00\u548c\u4ee3\u7801\u7684\u516c\u5f00\u6570\u636e\u96c6\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4e3b\u8981\u7684\u4ee3\u7801\u6570\u636e\u96c6\u53ca\u5176\u7b80\u4ecb\uff1a<\/p>\n\n\n\n<p>\u597d\u7684\uff0c\u6211\u5f88\u4e50\u610f\u5e2e\u60a8\u5728 Hugging Face\uff08hf.co\uff09\u4e0a\u67e5\u627e\u7a0b\u5e8f\u7f16\u7801\u76f8\u5173\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002Hugging Face \u7684 Datasets \u5e93\u4e2d\u6709\u591a\u79cd\u9488\u5bf9\u7f16\u7a0b\u8bed\u8a00\u548c\u4ee3\u7801\u7684\u516c\u5f00\u6570\u636e\u96c6\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4e3b\u8981\u7684\u4ee3\u7801\u6570\u636e\u96c6\u53ca\u5176\u7b80\u4ecb\uff1a<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. The Stack<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1aThe Stack \u662f\u7531 BigCode \u9879\u76ee\u6536\u96c6\u7684\u4e00\u4e2a\u5927\u578b\u591a\u8bed\u8a00\u4ee3\u7801\u6570\u636e\u96c6\uff0c\u5305\u542b\u4ece GitHub \u4e0a\u6536\u96c6\u7684\u8d85\u8fc7 3 TB \u7684\u6e90\u4ee3\u7801\uff0c\u6db5\u76d6 30 \u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/bigcode\/the-stack-dedup\">bigcode\/the-stack-dedup<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u5305\u62ec Python\u3001JavaScript\u3001C++\u3001Java\u3001Go\u3001Ruby \u7b49\u3002<\/li>\n\n\n\n<li><strong>\u53bb\u91cd\u5904\u7406<\/strong>\uff1a\u4f7f\u7528\u4e86 Near-Duplicate \u53bb\u91cd\u6280\u672f\uff0c\u51cf\u5c11\u4e86\u91cd\u590d\u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u8bb8\u53ef\u8bc1\u8fc7\u6ee4<\/strong>\uff1a\u53ef\u6839\u636e\u8bb8\u53ef\u8bc1\u7c7b\u578b\u8fc7\u6ee4\u4ee3\u7801\uff0c\u5982 MIT\u3001Apache-2.0 \u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. CodeSearchNet<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1aCodeSearchNet \u662f\u4e00\u4e2a\u5927\u578b\u7684\u4ee3\u7801\u548c\u6587\u6863\u5bf9\u9f50\u6570\u636e\u96c6\uff0c\u7528\u4e8e\u8bad\u7ec3\u548c\u8bc4\u4f30\u4ee3\u7801\u641c\u7d22\u548c\u4ee3\u7801\u7406\u89e3\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/code_search_net\">code_search_net<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u516d\u79cd\u7f16\u7a0b\u8bed\u8a00<\/strong>\uff1a\u5305\u62ec Python\u3001Java\u3001JavaScript\u3001PHP\u3001Ruby\u3001Go\u3002<\/li>\n\n\n\n<li><strong>\u4ee3\u7801-\u6ce8\u91ca\u5bf9\u9f50<\/strong>\uff1a\u63d0\u4f9b\u4e86\u4ee3\u7801\u7247\u6bb5\u548c\u5bf9\u5e94\u7684\u6587\u6863\u5b57\u7b26\u4e32\uff08\u6ce8\u91ca\uff09\u3002<\/li>\n\n\n\n<li><strong>\u7528\u4e8e\u4ee3\u7801\u641c\u7d22\u4efb\u52a1<\/strong>\uff1a\u5e38\u7528\u4e8e\u8bad\u7ec3\u6a21\u578b\u4ee5\u5b9e\u73b0\u4ece\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u5230\u4ee3\u7801\u7684\u641c\u7d22\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. GitHub Code Dataset<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u4ece GitHub \u5b58\u50a8\u5e93\u4e2d\u63d0\u53d6\u7684\u4ee3\u7801\u6570\u636e\u96c6\uff0c\u5305\u542b\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u7684\u4ee3\u7801\u7247\u6bb5\u548c\u6587\u4ef6\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/huggingface\/github-code\">huggingface\/github-code<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u5e38\u89c1\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n\n\n\n<li><strong>\u5927\u578b\u6570\u636e\u96c6<\/strong>\uff1a\u9002\u5408\u8bad\u7ec3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u683c\u5f0f<\/strong>\uff1a\u901a\u5e38\u4ee5\u539f\u59cb\u4ee3\u7801\u6587\u4ef6\u6216\u4ee3\u7801\u7247\u6bb5\u7684\u5f62\u5f0f\u63d0\u4f9b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. PY150 Dataset<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u4e00\u4e2a\u5305\u542b 150,000 \u4e2a Python \u6587\u4ef6\u7684\u6570\u636e\u96c6\uff0c\u7528\u4e8e\u7a0b\u5e8f\u8bed\u8a00\u5efa\u6a21\u548c\u4ee3\u7801\u5206\u6790\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/codeparrot\/py150\">codeparrot\/py150<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u4e13\u6ce8\u4e8e Python<\/strong>\uff1a\u9002\u5408 Python \u4ee3\u7801\u6a21\u578b\u7684\u8bad\u7ec3\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6837\u5316<\/strong>\uff1a\u5305\u542b\u4e0d\u540c\u9879\u76ee\u7684\u4ee3\u7801\uff0c\u6db5\u76d6\u5404\u79cd\u5e94\u7528\u9886\u57df\u3002<\/li>\n\n\n\n<li><strong>\u9884\u5904\u7406<\/strong>\uff1a\u5df2\u8fdb\u884c\u4e86\u57fa\u672c\u7684\u6e05\u7406\u548c\u9884\u5904\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5. CodeXGLUE<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1aCodeXGLUE \u662f\u4e00\u4e2a\u7528\u4e8e\u4ee3\u7801\u7406\u89e3\u548c\u751f\u6210\u7684\u57fa\u51c6\u6570\u636e\u96c6\u96c6\u5408\uff0c\u5305\u542b\u591a\u79cd\u4efb\u52a1\u7684\u6570\u636e\u96c6\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/microsoft\/CodeXGLUE\">microsoft\/CodeXGLUE<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u591a\u4efb\u52a1<\/strong>\uff1a\u5305\u62ec\u4ee3\u7801\u5206\u7c7b\u3001\u7f3a\u9677\u68c0\u6d4b\u3001\u514b\u9686\u68c0\u6d4b\u3001\u4ee3\u7801\u7ffb\u8bd1\u3001\u4ee3\u7801\u751f\u6210\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00<\/strong>\uff1a\u652f\u6301 Python\u3001Java \u7b49\u8bed\u8a00\u3002<\/li>\n\n\n\n<li><strong>\u57fa\u51c6\u6d4b\u8bd5<\/strong>\uff1a\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u8bc4\u4f30\u6307\u6807\u548c\u57fa\u51c6\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>6. APPS Dataset<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1aAPPS\uff08Automated Programming Progress Standard\uff09\u662f\u4e00\u4e2a\u7528\u4e8e\u4ee3\u7801\u751f\u6210\u548c\u7a0b\u5e8f\u5408\u6210\u7684\u6570\u636e\u96c6\uff0c\u5305\u542b\u7f16\u7a0b\u95ee\u9898\u548c\u53c2\u8003\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/codeparrot\/apps\">codeparrot\/apps<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u7f16\u7a0b\u6311\u6218<\/strong>\uff1a\u5305\u542b\u4ece\u7b80\u5355\u5230\u590d\u6742\u7684\u7f16\u7a0b\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>\u53c2\u8003\u7b54\u6848<\/strong>\uff1a\u63d0\u4f9b\u4e86\u6807\u51c6\u7684\u89e3\u51b3\u65b9\u6848\u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u9002\u7528\u4e8e\u4ee3\u7801\u751f\u6210\u548c\u81ea\u52a8\u7a0b\u5e8f\u5408\u6210\u4efb\u52a1<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>7. CodeParrot Dataset<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1aCodeParrot \u6536\u96c6\u4e86\u5927\u91cf\u7684 Python \u4ee3\u7801\u6570\u636e\uff0c\u53ef\u7528\u4e8e\u8bad\u7ec3\u4ee3\u7801\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/codeparrot\/codeparrot-clean\">codeparrot\/codeparrot-clean<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u5927\u89c4\u6a21<\/strong>\uff1a\u5305\u542b\u6570\u767e GB \u7684 Python \u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u6e05\u6d17\u548c\u8fc7\u6ee4<\/strong>\uff1a\u8fdb\u884c\u4e86\u4e25\u683c\u7684\u6570\u636e\u6e05\u6d17\uff0c\u53bb\u9664\u4e86\u654f\u611f\u4fe1\u606f\u548c\u4f4e\u8d28\u91cf\u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u9002\u7528\u4e8e\u9884\u8bad\u7ec3<\/strong>\uff1a\u53ef\u7528\u4e8e\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u4ee3\u7801\u751f\u6210\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>8. Ethical-Code Dataset<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u4e00\u4e2a\u4e13\u6ce8\u4e8e\u4ee3\u7801\u4e2d\u4f26\u7406\u548c\u5408\u89c4\u6027\u95ee\u9898\u7684\u6570\u636e\u96c6\uff0c\u7528\u4e8e\u68c0\u6d4b\u4ee3\u7801\u4e2d\u7684\u6f5c\u5728\u6f0f\u6d1e\u548c\u4e0d\u826f\u5b9e\u8df5\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/ethics\/ethical-code\">ethics\/ethical-code<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u548c\u4f26\u7406<\/strong>\uff1a\u6807\u6ce8\u4e86\u53ef\u80fd\u5b58\u5728\u5b89\u5168\u98ce\u9669\u6216\u4e0d\u7b26\u5408\u4f26\u7406\u7684\u4ee3\u7801\u7247\u6bb5\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00<\/strong>\uff1a\u6db5\u76d6\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n\n\n\n<li><strong>\u7528\u4e8e\u4ee3\u7801\u5ba1\u67e5\u548c\u5206\u6790<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>9. CodeNet Dataset<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u7531 IBM \u53d1\u5e03\u7684\u4e00\u4e2a\u5927\u578b\u6570\u636e\u96c6\uff0c\u5305\u542b\u8d85\u8fc7 1400 \u4e07\u4e2a\u4ee3\u7801\u6837\u672c\uff0c\u6d89\u53ca 50 \u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/frank-xwang\/CodeNet\">frank-xwang\/CodeNet<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00\u3001\u591a\u6837\u5316<\/strong>\uff1a\u9002\u7528\u4e8e\u5404\u79cd\u4ee3\u7801\u76f8\u5173\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u4e0e\u95ee\u9898\u5bf9\u9f50<\/strong>\uff1a\u5305\u542b\u7f16\u7a0b\u9898\u76ee\u548c\u5bf9\u5e94\u7684\u4ee3\u7801\u63d0\u4ea4\u3002<\/li>\n\n\n\n<li><strong>\u4e30\u5bcc\u7684\u5143\u6570\u636e<\/strong>\uff1a\u63d0\u4f9b\u4e86\u4ee3\u7801\u8fd0\u884c\u7ed3\u679c\u3001\u65f6\u95f4\u3001\u5185\u5b58\u7b49\u4fe1\u606f\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>10. MultiPL-E Dataset<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u4e00\u4e2a\u591a\u7f16\u7a0b\u8bed\u8a00\u7684\u4ee3\u7801\u6570\u636e\u96c6\uff0c\u7528\u4e8e\u4ee3\u7801\u751f\u6210\u548c\u7ffb\u8bd1\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/huggingface.co\/datasets\/nuprl\/MultiPL-E\">nuprl\/MultiPL-E<\/a><\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00\u5bf9\u9f50<\/strong>\uff1a\u540c\u4e00\u529f\u80fd\u7684\u4ee3\u7801\u5728\u4e0d\u540c\u8bed\u8a00\u4e4b\u95f4\u7684\u5bf9\u5e94\u5173\u7cfb\u3002<\/li>\n\n\n\n<li><strong>\u9002\u7528\u4e8e\u4ee3\u7801\u7ffb\u8bd1<\/strong>\uff1a\u8bad\u7ec3\u6a21\u578b\u5728\u4e0d\u540c\u7f16\u7a0b\u8bed\u8a00\u4e4b\u95f4\u8fdb\u884c\u8f6c\u6362\u3002<\/li>\n\n\n\n<li><strong>\u5305\u542b\u6d4b\u8bd5\u7528\u4f8b<\/strong>\uff1a\u4fbf\u4e8e\u8bc4\u4f30\u4ee3\u7801\u7684\u6b63\u786e\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5982\u4f55\u83b7\u53d6\u548c\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u96c6<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5b89\u88c5 Hugging Face Datasets \u5e93<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:sh decode:true \" >pip install datasets\n<\/pre><\/div>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u52a0\u8f7d\u6570\u636e\u96c6\u793a\u4f8b<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:python decode:true \" >from datasets import load_dataset\n\n# \u793a\u4f8b\uff1a\u52a0\u8f7d CodeSearchNet \u7684 Python \u90e8\u5206\ndataset = load_dataset('code_search_net', 'python')\n\n# \u67e5\u770b\u6570\u636e\u96c6\u5185\u5bb9\nprint(dataset['train'][0])\n<\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u4f7f\u7528\u81ea\u5b9a\u4e49\u53c2\u6570<\/strong>\uff1a \u67d0\u4e9b\u6570\u636e\u96c6\u53ef\u4ee5\u63a5\u53d7\u53c2\u6570\uff0c\u4f8b\u5982\u6307\u5b9a\u7f16\u7a0b\u8bed\u8a00\u3001\u8fc7\u6ee4\u6761\u4ef6\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u6ce8\u610f\u6570\u636e\u96c6\u7684\u8bb8\u53ef\u8bc1\u548c\u4f7f\u7528\u9650\u5236<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u4f7f\u7528\u6570\u636e\u96c6\u4e4b\u524d\uff0c\u52a1\u5fc5\u67e5\u770b\u5176\u8bb8\u53ef\u8bc1\u6761\u6b3e\uff0c\u786e\u4fdd\u9075\u5b88\u76f8\u5e94\u7684\u89c4\u5b9a\u3002<\/li>\n\n\n\n<li>\u6709\u4e9b\u6570\u636e\u96c6\u53ef\u80fd\u5305\u542b\u7279\u6b8a\u7684\u9650\u5236\uff0c\u4f8b\u5982\u4e0d\u5f97\u7528\u4e8e\u5546\u4e1a\u7528\u9014\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5176\u4ed6\u8d44\u6e90\u548c\u5efa\u8bae<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>BigCode \u9879\u76ee<\/strong>\uff1a\u7531 Hugging Face \u548c ServiceNow \u5408\u4f5c\u7684\u5f00\u653e\u79d1\u5b66\u9879\u76ee\uff0c\u81f4\u529b\u4e8e\u6539\u8fdb\u4ee3\u7801\u751f\u6210\u6a21\u578b\uff0c\u66f4\u591a\u4fe1\u606f\u53ef\u67e5\u770b <a href=\"https:\/\/huggingface.co\/bigcode\">BigCode \u9875\u9762<\/a>\u3002<\/li>\n\n\n\n<li><strong>GitHub \u4ed3\u5e93<\/strong>\uff1a\u8bb8\u591a\u6570\u636e\u96c6\u7684\u8be6\u7ec6\u4fe1\u606f\u548c\u4f7f\u7528\u8bf4\u660e\u53ef\u4ee5\u5728\u5bf9\u5e94\u7684 GitHub \u4ed3\u5e93\u4e2d\u627e\u5230\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u9884\u5904\u7406<\/strong>\uff1a\u4ee3\u7801\u6570\u636e\u96c6\u53ef\u80fd\u9700\u8981\u8fdb\u884c\u9884\u5904\u7406\uff0c\u4f8b\u5982\u53bb\u9664\u6ce8\u91ca\u3001\u683c\u5f0f\u5316\u3001\u5207\u5206\u4ee3\u7801\u7247\u6bb5\u7b49\uff0c\u6839\u636e\u60a8\u7684\u4efb\u52a1\u9700\u6c42\u8fdb\u884c\u76f8\u5e94\u5904\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p>Hugging Face \u4e0a\u6709\u4e30\u5bcc\u7684\u4ee3\u7801\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u6db5\u76d6\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u4efb\u52a1\u3002\u60a8\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u96c6\uff0c\u4f8b\u5982\u4ee3\u7801\u751f\u6210\u3001\u4ee3\u7801\u641c\u7d22\u3001\u4ee3\u7801\u7ffb\u8bd1\u7b49\u3002\u4f7f\u7528 Hugging Face \u7684 Datasets \u5e93\uff0c\u60a8\u53ef\u4ee5\u65b9\u4fbf\u5730\u52a0\u8f7d\u548c\u5904\u7406\u8fd9\u4e9b\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hugging Face \u7684 Datasets \u5e93\u4e2d\u6709\u591a\u79cd\u9488\u5bf9\u7f16\u7a0b\u8bed\u8a00\u548c\u4ee3\u7801\u7684\u516c\u5f00\u6570\u636e\u96c6\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4e3b\u8981\u7684\u4ee3\u7801 [&hellip;]<\/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":[569,568],"class_list":["post-4857","post","type-post","status-publish","format-standard","hentry","category-ai","category-llm","category-llms","tag-knowledge-distillation","tag-568"],"views":5184,"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4857","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=4857"}],"version-history":[{"count":1,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4857\/revisions"}],"predecessor-version":[{"id":4858,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4857\/revisions\/4858"}],"wp:attachment":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}