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lihaibineric committed Mar 24, 2024
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<meta name="description" content="大语言模型微调 1. 大模型微调简介 1.1 微调方法定义 微调(Fine-tuning)是一种迁移学习的方法,用于在一个预训练模型的基础上,通过在特定任务的数据上进行有监督训练,来适应该任务的要求并提高模型性能。微调利用了预训练模型在大规模通用数据上学习到的语言知识和表示能力,将其迁移到特定任务上。 下面是一般的微调步骤: 预训练模型选择:选择一个在大规模数据上进行预训练的模型作为基础模型。">
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<meta property="og:description" content="大语言模型微调 1. 大模型微调简介 1.1 微调方法定义 微调(Fine-tuning)是一种迁移学习的方法,用于在一个预训练模型的基础上,通过在特定任务的数据上进行有监督训练,来适应该任务的要求并提高模型性能。微调利用了预训练模型在大规模通用数据上学习到的语言知识和表示能力,将其迁移到特定任务上。 下面是一般的微调步骤: 预训练模型选择:选择一个在大规模数据上进行预训练的模型作为基础模型。">
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<title>【大语言模型】有监督微调 - LIHAIBIN&#39;S BLOG</title>
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<p class="h4">21 posts in total</p>
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<p class="h5">2024</p>

<a href="/2024/01/30/dl_summary/" class="list-group-item list-group-item-action">
<time>01-30</time>
<div class="list-group-item-title">【深度学习】DeepL知识汇总</div>
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<a href="/2024/01/23/develop_go_kit/" class="list-group-item list-group-item-action">
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<a href="/2024/03/24/dl-llm-ft/" class="list-group-item list-group-item-action">
<time>03-24</time>
<div class="list-group-item-title">【大语言模型】有监督微调</div>
<div class="list-group-item-title">【大语言模型】大模型监督微调</div>
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<p class="h4">21 posts in total</p>
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<time>03-24</time>
<div class="list-group-item-title">【大语言模型】有监督微调</div>
<div class="list-group-item-title">【大语言模型】大模型监督微调</div>
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</a>


<a href="/2024/01/30/dl_summary/" class="list-group-item list-group-item-action">
<time>01-30</time>
<div class="list-group-item-title">【深度学习】DeepL知识汇总</div>
</a>


<a href="/2024/01/23/develop_go_kit/" class="list-group-item list-group-item-action">
<time>01-23</time>
<div class="list-group-item-title">【后端开发】Go-kit与Gin框架</div>
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<div class="list-group-item-title">【深度学习】推荐系统基础知识</div>
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<a href="/2024/01/12/dl_gnn/" class="list-group-item list-group-item-action">
<time>01-12</time>
<div class="list-group-item-title">【深度学习】图神经网络</div>
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<div class="list-group">
<p class="h4">21 posts in total</p>
<p class="h4">20 posts in total</p>
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<p class="h5">2024</p>

<a href="/2024/01/12/dl_gnn/" class="list-group-item list-group-item-action">
<time>01-12</time>
<div class="list-group-item-title">【深度学习】图神经网络</div>
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<a href="/2024/01/01/leetcode/" class="list-group-item list-group-item-action">
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<div class="list-group-item-title">【算法题】LeetCode算法汇总</div>
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<p class="h4">21 posts in total</p>
<p class="h4">20 posts in total</p>
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<a href="/2024/03/24/dl-llm-ft/" class="list-group-item list-group-item-action">
<time>03-24</time>
<div class="list-group-item-title">【大语言模型】有监督微调</div>
<div class="list-group-item-title">【大语言模型】大模型监督微调</div>
</a>


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</a>


<a href="/2024/01/30/dl_summary/" class="list-group-item list-group-item-action">
<time>01-30</time>
<div class="list-group-item-title">【深度学习】DeepL知识汇总</div>
</a>


<a href="/2024/01/23/develop_go_kit/" class="list-group-item list-group-item-action">
<time>01-23</time>
<div class="list-group-item-title">【后端开发】Go-kit与Gin框架</div>
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<div class="list-group-item-title">【深度学习】推荐系统基础知识</div>
</a>


<a href="/2024/01/12/dl_gnn/" class="list-group-item list-group-item-action">
<time>01-12</time>
<div class="list-group-item-title">【深度学习】图神经网络</div>
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