---
license: apache-2.0
language:
- cpp
metrics:
- bleu
library_name: transformers
pipeline_tag: text-generation
tags:
- code-generation
- code-completion
- competitive-programming
---


# CodeLanderAI Model

This model is a fine-tuned version of the `CodeT5` model specifically designed for code completion in competitive programming. It was trained on a custom dataset of 12 million code samples derived from 2 million source code files.

## Intended Use

The model is intended for generating code completions based on the context provided by the user. It only supports cpp programming languages commonly used in competitive programming.

### Languages Supported
- C++


### Metrics

The model was evaluated using the following metrics:

- **BLEU Score:** Measures the quality of generated code against reference code.
- **CodeBLEU:** A metric tailored for code generation, considering syntax and structure.
- **Accuracy:** How often the model provides the correct code completion.
- **Perplexity:** Indicates how well the model predicts the next token in a sequence.

### Datasets

The model was fine-tuned on a custom dataset containing code samples from competitive programming platforms.