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扩充词表后,如何做增量预训练 #108

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mc112611 opened this issue Sep 24, 2024 · 0 comments
Open
3 tasks done

扩充词表后,如何做增量预训练 #108

mc112611 opened this issue Sep 24, 2024 · 0 comments

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@mc112611
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提交前必须检查以下项目

  • 请确保使用的是仓库最新代码(git pull)
  • 已阅读项目文档FAQ章节并且已在Issue中对问题进行了搜索,没有找到相似问题和解决方案。
  • 第三方插件问题:例如llama.cpptext-generation-webui等,建议优先去对应的项目中查找解决方案。

问题类型

模型训练与精调

基础模型

Llama-3-Chinese-8B(基座模型)

操作系统

Linux

详细描述问题

# 请在此处粘贴运行代码(请粘贴在本代码块里)

因为需要做某个垂直领域的llama3,由于包含很多专有词汇,直接做指令微调效果甚微。 所以想请教一下如何做增量预训练。或者其他可以让llama3更适合某一专业领域的训练方法。

依赖情况(代码类问题务必提供)

# 请在此处粘贴依赖情况(请粘贴在本代码块里)

运行日志或截图

# 请在此处粘贴运行日志(请粘贴在本代码块里)
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