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项目规划:Stable Diffusion提示词助手

项目简介

本项目旨在为用户生成高质量的Stable Diffusion提示词。用户输入自然语言描述,通过大模型转换为适合Stable Diffusion的提示词,并使用XTuner对模型进行微调,以提升生成效果。主要功能包括:

    • 自然语言到提示词转换:利用书生大模型将用户输入的自然语言转换为Stable Diffusion的提示词。
    • 模型微调:使用XTuner工具对模型进行LoRA、QLoRA或全量参数微调,提升生成效果。

项目功能

任务输入

  • 用户输入自然语言描述。
  • 系统生成提示词。

自然语言处理

  • 使用书生大模型将自然语言转换为Stable Diffusion提示词。

模型微调

  • 使用XTuner工具进行LoRA、QLoRA或全量参数微调,让模型学习更多的提示词示例,以便更好地生成提示词。

后续更新方向

  1. 生成图片:将生成的提示词结合Stable Diffusion WebUI API,实现自然语言直接生成符合要求的图片。
  2. 个性化优化建议:根据用户的使用习惯和历史数据,提供个性化的提示词优化建议。

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