- PromptlyCode inline completion model by PyTorch
- Tab automatically complete code and predict code use vscode inline completion
- Setup python env
conda create -n inline-completion-model python=3.11 conda activate inline-completion-model poetry install- Input, Output Prediction
Input: "def func(x):" Output Prediction: "return x * x" Input: "for i in range(n):" Target: "sum += i" (['def func(x):', 'x = x + 1', 'return x'], ['x = x + 1', 'return x', 'print(func(5))']) - Process Flowchart
Parse Python Files ─> Build Dataset ─> Train Model ─> Test Model │ │ │ │ File Parsing Vocabulary Training Loop Predict │ Creation ↓ ↓ Input/Target Pairs ─> DataLoader ─> Loss Optimization ─> Generate Output 
