| license: llama2 | |
| language: | |
| - en | |
| tags: | |
| - Python | |
| - Leetcode | |
| - Problem Solving | |
| - CP | |
| # LeetCodeWizard: A LLM for mastering programming interviews and solving programming problems. | |
| <p align="center"> | |
| <img src="https://huggingface.co/Nan-Do/LeetCodeWizard_7B_V1.1/resolve/main/LeetCodeWizardLogo.png" width="350"/> | |
| </p> | |
| **What is LeetCodeWizard?** | |
| - LeetCodeWizard is a coding large language model specifically trained to solve and explain Leetcode (or any) programming problems. | |
| **How was the model developed?** | |
| - This model is a fine-tuned version of the [WizardCoder-Python-13B](https://huggingface.co/WizardLM/WizardCoder-Python-13B-V1.0) with a dataset of [Leetcode problems](https://github.com/Nan-Do/LeetCodeContestsDataset) | |
| **Model capabilities:** | |
| - It should be able to solve most of the problems found at [Leetcode](https://leetcode.com/) and even pass the sample interviews they offer on the site. | |
| - It can write both the code and the explanations for the solutions. | |
| **Prompt template:** | |
| - This model uses the alpaca instruction/response prompt style (the input field is not neccesary). | |
| | Model | Checkpoint | Base Model | | |
| |--------------------|---------------------------------------------------------------------------------------------|------------| | |
| | LeetCodeWizard-13B-V1.1 | 🤗 <a href="https://huggingface.co/Nan-Do/LeetCodeWizard_13B_v1.1a/tree/main" target="_blank">HF Link</a> | WizardCoder-Python-13B-V1.1 | | |
| | LeetCodeWizard-7B-V1.1 | 🤗 <a href="https://huggingface.co/Nan-Do/LeetCodeWizard_7B_V1.1/tree/main" target="_blank">HF Link</a> | WizardCoder-Python-7B-V1.1 | | |
| [<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl) |