carry fa0f95f21d style(report): 统一LaTeX文档中的列表项图标格式
修改了background.tex、conclusion.tex和results.tex文件中的列表项格式,将原来的\item \faIcon方式统一改为\item[\faIcon]标准语法,提高代码一致性和可读性
2025-05-26 01:38:28 +08:00

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% 实验结果
\section{实验结果}
\begin{frame}
\frametitle{实验条件介绍}
\begin{itemize}
\item[\faLaptop] 硬件配置
\begin{itemize}
\item 笔记本型号Lenovo Legion R7000P 2021H
\item CPUAMD Ryzen 7 5800H
\item GPUNVIDIA GeForce RTX 3060 Laptop GPU6GB显存
\item 内存16GB DDR4
\end{itemize}
\item[\faUbuntu] 软件环境
\begin{itemize}
\item 操作系统Ubuntu 22.04 LTS通过WSL2运行
\item Python版本3.11.6
\item 深度学习框架PyTorch 2.1.0+cu121
\end{itemize}
\item[\faRobot] 微调模型unsloth官方qwen-2.5-3b-4bit量化模型\href{https://huggingface.co/unsloth/Qwen2.5-3B-Instruct-bnb-4bit}{https://huggingface.co/unsloth/Qwen2.5-3B-Instruct-bnb-4bit})
\item[\faBook] 仓库文档unsloth官方仓库文档\href{https://docs.unsloth.ai/}{https://docs.unsloth.ai/}
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{训练指标变化}
\begin{figure}[h]
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel=Step,
ylabel=Loss,
width=\textwidth,
height=0.8\textheight]
\addplot[mark=none] table[x=Step,y=loss,col sep=comma] {./figures/training_data.csv};
\end{axis}
\end{tikzpicture}
\caption{训练损失变化曲线}
\end{figure}
\end{frame}
\begin{frame}
\frametitle{训练指标变化}
\begin{figure}[h]
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel=Step,
ylabel=Grad Norm,
width=\textwidth,
height=0.8\textheight]
\addplot[mark=none] table[x=Step,y=grad_norm,col sep=comma] {./figures/training_data.csv};
\end{axis}
\end{tikzpicture}
\caption{梯度范数变化曲线}
\end{figure}
\end{frame}
\begin{frame}
\frametitle{训练指标变化}
\begin{figure}[h]
\centering
\begin{tikzpicture}
\begin{axis}[
xlabel=Step,
ylabel=Learning Rate,
width=\textwidth,
height=0.8\textheight]
\addplot[mark=none] table[x=Step,y=learning_rate,col sep=comma] {./figures/training_data.csv};
\end{axis}
\end{tikzpicture}
\caption{学习率变化曲线}
\end{figure}
\end{frame}
\begin{frame}
\frametitle{微调效果验证}
\begin{figure}[htbp]
\centering
\includegraphics[width=0.45\textwidth]{./pic/before_train.png}
\hspace{0.05\textwidth}
\includegraphics[width=0.45\textwidth]{./pic/after_train.png}
\caption{训练前后对比}
\end{figure}
\end{frame}