Project Title

WizardLM — Empowering Large Pre-Trained Language Models to Follow Complex Instructions

Overview

WizardLM is an open-source project that focuses on enhancing the capabilities of large pre-trained language models (LLMs) to follow complex instructions effectively. It builds upon the Evol Insturct framework and includes models like WizardCoder and WizardMath, aiming to improve performance in specific tasks such as coding and mathematical problem-solving.

Key Features

Integration with Evol Insturct for advanced instruction following
WizardCoder and WizardMath models for specialized tasks
High performance on benchmarks like HumanEval and MBPP
Active community and resources for model training and usage

Use Cases

Researchers and developers using WizardLM to create more sophisticated AI applications that can understand and execute complex instructions.
Educational institutions employing WizardMath for teaching complex mathematical concepts.
Software development teams using WizardCoder to automate coding tasks and improve code quality.

Advantages

State-of-the-art performance in following complex instructions, as evidenced by benchmark results.
Open-source nature allows for community contributions and improvements.
Specialized models (WizardCoder, WizardMath) cater to specific needs in coding and mathematics.

Limitations / Considerations

The project's complexity might require a steep learning curve for new users.
Performance may vary depending on the specific use case and the complexity of the instructions given.
As with any AI model, there may be ethical considerations regarding the use and impact of the technology.

Evol Insturct: The foundational framework upon which WizardLM builds, focusing on instruction following.
GPT (OpenAI): A well-known LLM that serves as a basis for many language model projects, though not specialized for complex instructions.
Codex (GitHub): A code analysis engine that can be used for automating code reviews, similar to WizardCoder in application but with a different approach.

Basic Information

GitHub: https://github.com/nlpxucan/WizardLM
Stars: 9,456
License: Unknown
Last Commit: 2025-09-23

📊 Project Information

Project Name: WizardLM
GitHub URL: https://github.com/nlpxucan/WizardLM
Programming Language: Python
⭐ Stars: 9,456
🍴 Forks: 735
📅 Created: 2023-04-23
🔄 Last Updated: 2025-09-23

🏷️ Project Topics

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WizardLM

Project Description