李理的博客

Python类型检查

本文是Python Type Checking (Guide)的翻译。

Posted by lili on February 6, 2024

Ubuntu18.04从源代码安装Python3.9

本文解释在Ubuntu18.04下从源代码build安装Python3.9的方法。

Posted by lili on February 2, 2024

pip安装去除某些依赖

有的时候我们在pip(或者pipenv)安装某个package时并不想安装某个(某些)依赖，但是pip install只有--no-deps，也就是不按照全部依赖。本文介绍workaround的方法。

Posted by lili on February 1, 2024

Direct Preference Optimization: Your Language Model is Secretly a Reward Model论文解读

本文是论文Direct Preference Optimization: Your Language Model is Secretly a Reward Model的解读。

Posted by lili on January 31, 2024

Mistral 7B论文阅读

本文是Mistral 7B的论文阅读笔记。

Posted by lili on January 26, 2024

Wireguard简介

本文介绍wireguard。

Posted by lili on January 22, 2024

使用Vscode调试cuda代码

使用vscode调试本地和远程cuda代码，使用cmake构建项目。

Posted by lili on January 17, 2024

Huggingface Transformers在padding之后结果差异分析

本文分析了Transformers在padding之后计算的结果的差异原因，对熟悉Transformers源代码以及调试问题有一定帮助。

Posted by lili on January 17, 2024

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale论文解读

本文是论文LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale的解读。

Posted by lili on January 16, 2024

大模型的padding——Llama 2为例

本文是Padding Large Language Models — Examples with Llama 2的翻译。

Posted by lili on January 4, 2024

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