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--- |
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license: llama2 |
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language: |
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- en |
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tags: |
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- Python |
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- Leetcode |
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- Problem Solving |
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- CP |
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--- |
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# LeetCodeWizard: A LLM for mastering programming interviews and solving programming problems. |
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<p align="center"> |
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<img src="https://raw.githubusercontent.com/Nan-Do/LeetCodeContestsDataset/main/LeetCodeWizardLogo.png" width="350"/> |
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</p> |
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**What is LeetCodeWizard?** |
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- LeetCodeWizard is a coding large language model specifically trained to solve and explain Leetcode (or any) programming problems. |
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**How was the model developed?** |
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- This model is a fine-tuned version of the [WizardCoder-Python-7B](https://huggingface.co/WizardLM/WizardCoder-Python-7B-V1.0) with a dataset of [Leetcode problems](https://github.com/Nan-Do/LeetCodeContestsDataset) |
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**Model capabilities:** |
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- 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. |
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- It can write both the code and the explanations for the solutions. |
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**Prompt template:** |
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- This model uses the alpaca instruction/response prompt style (the input field is not neccesary). |
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| Model | Checkpoint | Base Model | |
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|--------------------|---------------------------------------------------------------------------------------------|------------| |
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| 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 | |
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| 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 | |
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[<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) |
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