最新开源语言模型 Vicuna | 媲美GPT-4 | 支持本地化私有部署

作者:FancyPig | 发布时间: | 更新时间:

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data-postsbox="{"id":34010,"title":"ChatGPT本地化 | 如何在你的电脑上部署开源GPT-3语言模型 | LLaMA \u0026 Alpaca","author":"FancyPig","author_id":1,"cover_image":"https://static.pigsec.cn/wp-content/uploads/2023/03/20230321010140581.jpg","cover_video":"https://v.pigsec.cn/Install%20-ChatGPT-%20ON%20Your%20LOCAL%20Computer-%20LLaMA%20%26%20Alpaca_ts.m3u8","views":4833,"comment_count":11,"category":"knowledge","is_forum_post":false}">{"id":34010,"title":"ChatGPT本地化 | 如何在你的电脑上部署开源GPT-3语言模型 | LLaMA \u0026 Alpaca","author":"FancyPig","author_id":1,"cover_image":"https://static.pigsec.cn/wp-content/uploads/2023/03/20230321010140581.jpg","cover_video":"https://v.pigsec.cn/Install%20-ChatGPT-%20ON%20Your%20LOCAL%20Computer-%20LLaMA%20%26%20Alpaca_ts.m3u8","views":4833,"comment_count":11,"category":"knowledge","is_forum_post":false}
data-postsbox="{"id":32445,"title":"如何制作一个ChatGPT聊天页面 | ChatGPT国产化思路","author":"FancyPig","author_id":1,"cover_image":"https://static.pigsec.cn/wp-content/uploads/2023/02/20230216014624643.png","cover_video":"","views":92244,"comment_count":16,"category":"knowledge","is_forum_post":false}">{"id":32445,"title":"如何制作一个ChatGPT聊天页面 | ChatGPT国产化思路","author":"FancyPig","author_id":1,"cover_image":"https://static.pigsec.cn/wp-content/uploads/2023/02/20230216014624643.png","cover_video":"","views":92244,"comment_count":16,"category":"knowledge","is_forum_post":false}

视频讲解

本期视频中,我们将对比著名的语言模型ChatGPT和新开源的聊天机器人Vicuna。Vicuna声称其质量与ChatGPT相当,并使用了一种有趣的训练数据集和评估策略。该模型由来自ShareGPT网站上共享的聊天记录微调而成,这是一个允许用户共享ChatGPT对话的网站。研发人员从该网站收集了70,000个对话进行微调,在8台A100 GPU上训练了一天。他们还选择了80个多样化的问题,使用GPT-4来评估不同模型的输出效果,包括LLAMA,Alpaca,ChatGPT和Vicuna,最终发现其效果惊人,基本上已经达到了GPT-4的90%……

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标签:gpu, ChatGPT, 语言模型, 聊天机器人, GPT-4, 微调, ShareGPT, Vicuna, 开源模型, 训练数据集, 评估策略