{"id":15206,"date":"2024-12-10T11:13:15","date_gmt":"2024-12-10T03:13:15","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15206"},"modified":"2024-12-10T11:13:15","modified_gmt":"2024-12-10T03:13:15","slug":"longwriter","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/longwriter\/","title":{"rendered":"LongWriter\uff1a\u667a\u8c31\u63a8\u51fa\u751f\u6210\u8d85\u957f\u6587\u672c\u7684\u5f3a\u5927\u6a21\u578b\uff0c\u652f\u6301\u4e00\u6b21\u5bf9\u8bdd\u751f\u621010000+\u5b57"},"content":{"rendered":"<p>LongWriter\u662f\u7531\u6e05\u534e\u5927\u5b66\u6570\u636e\u6316\u6398\u7814\u7a76\u7ec4\uff08THUDM\uff09\u5f00\u53d1\u7684\u4e00\u6b3e\u5f3a\u5927\u7684\u957f\u6587\u672c\u751f\u6210\u5de5\u5177\u3002\u8be5\u5de5\u5177\u57fa\u4e8e\u5148\u8fdb\u7684\u957f\u4e0a\u4e0b\u6587\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u80fd\u591f\u751f\u6210\u8d85\u8fc710000\u5b57\u7684\u957f\u6587\u672c\u3002LongWriter\u7684\u6838\u5fc3\u6a21\u578b\u5305\u62ecLongWriter-glm4-9b\u548cLongWriter-llama3.1-8b\uff0c\u5206\u522b\u57fa\u4e8eGLM-4-9B\u548cMeta-Llama-3.1-8B\u8bad\u7ec3\u3002\u8fd9\u4e9b\u6a21\u578b\u5728\u751f\u6210\u957f\u6587\u672c\u65f6\u8868\u73b0\u51fa\u8272\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u9700\u8981\u751f\u6210\u5927\u6bb5\u6587\u5b57\u7684\u5e94\u7528\u573a\u666f\uff0c\u5982\u5c0f\u8bf4\u521b\u4f5c\u3001\u5b66\u672f\u8bba\u6587\u64b0\u5199\u548c\u8be6\u7ec6\u62a5\u544a\u751f\u6210\u7b49\u3002LongWriter\u4e0d\u4ec5\u5f00\u6e90\uff0c\u8fd8\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u90e8\u7f72\u548c\u4f7f\u7528\u6307\u5357\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-15207\" title=\"LongWriter\uff1a\u667a\u8c31\u63a8\u51fa\u7684\u751f\u6210\u8d85\u957f\u6587\u672c\u7684\u5f3a\u5927\u6a21\u578b\uff0c\u652f\u6301\u4e00\u6b21\u5bf9\u8bdd\u751f\u621010000+\u5b57-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e03802ad524982b.jpg\" alt=\"LongWriter\uff1a\u667a\u8c31\u63a8\u51fa\u7684\u751f\u6210\u8d85\u957f\u6587\u672c\u7684\u5f3a\u5927\u6a21\u578b\uff0c\u652f\u6301\u4e00\u6b21\u5bf9\u8bdd\u751f\u621010000+\u5b57-1\" width=\"801\" height=\"448\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e03802ad524982b.jpg 1280w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e03802ad524982b-300x168.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e03802ad524982b-1024x573.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e03802ad524982b-768x430.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e03802ad524982b-18x10.jpg 18w\" sizes=\"auto, (max-width: 801px) 100vw, 801px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u957f\u6587\u672c\u751f\u6210<\/strong>\uff1a\u652f\u6301\u751f\u6210\u8d85\u8fc710000\u5b57\u7684\u957f\u6587\u672c\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5e94\u7528\u573a\u666f\u3002<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u63d0\u4f9b\u57fa\u4e8eGLM-4-9B\u548cMeta-Llama-3.1-8B\u7684\u4e24\u79cd\u6a21\u578b\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u9009\u62e9\u3002<\/li>\n<li><strong>\u5feb\u901f\u90e8\u7f72<\/strong>\uff1a\u63d0\u4f9b\u8be6\u7ec6\u7684\u90e8\u7f72\u6307\u5357\u548c\u793a\u4f8b\u4ee3\u7801\uff0c\u652f\u6301\u5feb\u901f\u90e8\u7f72\u548c\u4f7f\u7528\u3002<\/li>\n<li><strong>\u5f00\u6e90\u4ee3\u7801<\/strong>\uff1a\u6240\u6709\u4ee3\u7801\u548c\u6a21\u578b\u5747\u5f00\u6e90\uff0c\u7528\u6237\u53ef\u4ee5\u81ea\u7531\u4e0b\u8f7d\u548c\u4fee\u6539\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316\u6570\u636e\u6784\u5efa<\/strong>\uff1a\u63d0\u4f9bAgentWrite\u5de5\u5177\uff0c\u652f\u6301\u81ea\u52a8\u5316\u8d85\u957f\u8f93\u51fa\u6570\u636e\u6784\u5efa\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u548c\u90e8\u7f72<\/h3>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\uff1a\u786e\u4fdd\u5b89\u88c5\u4e86Python 3.8\u6216\u4ee5\u4e0a\u7248\u672c\uff0c\u5e76\u5b89\u88c5\u5fc5\u8981\u7684\u4f9d\u8d56\u5e93\uff0c\u5982transformers&gt;=4.43.0\u3002<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong>\uff1a\u4eceHugging Face\u4e0b\u8f7d\u6240\u9700\u7684\u6a21\u578b\uff0c\u5982LongWriter-glm4-9b\u6216LongWriter-llama3.1-8b\u3002<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u6240\u9700\u7684Python\u5305\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install transformers torch\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u52a0\u8f7d\u6a21\u578b<\/strong>\uff1a\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u52a0\u8f7d\u6a21\u578b\u5e76\u8fdb\u884c\u63a8\u7406\uff1a<\/li>\n<\/ol>\n<pre><code>   from transformers import AutoTokenizer, AutoModelForCausalLM\r\nimport torch\r\ntokenizer = AutoTokenizer.from_pretrained(\"THUDM\/LongWriter-glm4-9b\", trust_remote_code=True)\r\nmodel = AutoModelForCausalLM.from_pretrained(\"THUDM\/LongWriter-glm4-9b\", torch_dtype=torch.bfloat16, trust_remote_code=True, device_map=\"auto\")\r\nmodel = model.eval()\r\nquery = \"Write a 10000-word China travel guide\"\r\nresponse, history = model.chat(tokenizer, query, history=[], max_new_tokens=32768, temperature=0.5)\r\nprint(response)\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528AgentWrite\u5de5\u5177<\/h3>\n<ol>\n<li><strong>\u914d\u7f6eAPI\u5bc6\u94a5<\/strong>\uff1a\u5728<code>plan.py<\/code>\u548c<code>write.py<\/code>\u6587\u4ef6\u4e2d\u914d\u7f6e\u60a8\u7684API\u5bc6\u94a5\u3002<\/li>\n<li><strong>\u8fd0\u884c\u6570\u636e\u6784\u5efa<\/strong>\uff1a\u4f9d\u6b21\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u751f\u6210\u6700\u7ec8\u6570\u636e\uff1a<\/li>\n<\/ol>\n<pre><code>   python plan.py\r\npython write.py\r\n<\/code><\/pre>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u957f\u6587\u672c\u751f\u6210<\/strong>\uff1a\u8f93\u5165\u9700\u8981\u751f\u6210\u7684\u6587\u672c\u4e3b\u9898\uff0c\u6a21\u578b\u5c06\u6839\u636e\u8f93\u5165\u751f\u6210\u8d85\u8fc710000\u5b57\u7684\u957f\u6587\u672c\u3002<\/li>\n<li><strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\uff08\u5982LongWriter-glm4-9b\u6216LongWriter-llama3.1-8b\uff09\u3002<\/li>\n<li><strong>\u53c2\u6570\u8c03\u6574<\/strong>\uff1a\u901a\u8fc7\u8c03\u6574\u751f\u6210\u53c2\u6570\uff08\u5982\u6e29\u5ea6\u3001\u6700\u5927\u65b0\u8bcd\u6570\u7b49\uff09\u6765\u4f18\u5316\u751f\u6210\u6548\u679c\u3002<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6307\u5357<\/h3>\n<ul>\n<li><strong>\u6587\u672c\u751f\u6210<\/strong>\uff1a\u5728\u8f93\u5165\u6846\u4e2d\u8f93\u5165\u4e3b\u9898\u6216\u63d0\u793a\u8bcd\uff0c\u70b9\u51fb\u751f\u6210\u6309\u94ae\uff0c\u6a21\u578b\u5c06\u81ea\u52a8\u751f\u6210\u957f\u6587\u672c\u3002<\/li>\n<li><strong>\u6a21\u578b\u8bad\u7ec3<\/strong>\uff1a\u4e0b\u8f7d\u5e76\u6df7\u5408\u4f7f\u7528LongWriter-6k\u6570\u636e\u96c6\u548c\u5176\u4ed6SFT\u6570\u636e\uff0c\u6309\u7167\u63d0\u4f9b\u7684\u8bad\u7ec3\u4ee3\u7801\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u3002<\/li>\n<li><strong>\u90e8\u7f72\u793a\u4f8b<\/strong>\uff1a\u53c2\u8003<code>vllm_inference.py<\/code>\u6587\u4ef6\u4e2d\u7684\u4ee3\u7801\uff0c\u5feb\u901f\u90e8\u7f72\u5e76\u4f53\u9a8c\u8d85\u957f\u6587\u672c\u751f\u6210\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>LongWriter\u662f\u7531\u6e05\u534e\u5927\u5b66\u6570\u636e\u6316\u6398\u7814\u7a76\u7ec4\uff08THUDM\uff09\u5f00\u53d1\u7684\u4e00\u6b3e\u5f3a\u5927\u7684\u957f\u6587\u672c\u751f\u6210\u5de5\u5177\u3002\u8be5\u5de5\u5177\u57fa\u4e8e\u5148\u8fdb\u7684\u957f\u4e0a\u4e0b\u6587\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u80fd\u591f\u751f\u6210\u8d85\u8fc710000\u5b57\u7684\u957f\u6587\u672c\u3002LongWriter\u7684\u6838\u5fc3\u6a21\u578b\u5305\u62ecLongWriter-glm4-9b&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61391,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230],"class_list":["post-15206","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/15206","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=15206"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/15206\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61391"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=15206"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=15206"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=15206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}