Auto_coding

An auto coding tool for python,off-brand github-copliot,trained by GPT2 transformer,fed with github public repos codes

It contains a GPT2 model trained from scratch (not fine tuned) on Python code from Github. Overall, it was ~80GB of pure Python code, the current model is a mere 2 epochs through this data, so it may benefit greatly from continued training and/or fine-tuning.

Input to the model is code, up to the context length of 1024.

效果图

使用指南

按照代码文件名中的数字顺序依次运行即可，不要忘记先运行test.py(开始敲代码前)!

注意把数据文件和模型放到指定位置，路径不要有中文。

原理

test.py记录用户的键盘输入，并实时存入keyboard.txt，use_model.py异步读取txt中的内容，并通过训练好的模型进行预测。

Here's a quick example of using this model:

    #include<iostream>

Should produce:

    #include<iostream>
    using namespace std;
    
    int main() {