WizardCoder-Python-13B-V1.0
| Property | Value |
|---|---|
| Parameters | 13 Billion |
| License | Llama2 |
| HumanEval Score | 64.0 pass@1 |
| Base Architecture | Llama2 |
| Paper | WizardCoder Paper |
What is WizardCoder-Python-13B-V1.0?
WizardCoder-Python-13B-V1.0 is a specialized code-generation language model built by the WizardLMTeam, focused on Python programming tasks. It's built upon the Llama2 architecture and enhanced with the Evol-Instruct methodology, designed specifically for code generation and understanding.
Implementation Details
The model implements a specialized prompt format: "Below is an instruction that describes a task. Write a response that appropriately completes the request." followed by instruction and response sections. It's optimized for Python code generation tasks and demonstrates strong performance on standard benchmarks.
- Built on Llama2 architecture
- Implements Evol-Instruct methodology
- Specialized for Python programming tasks
- 64.0% pass@1 on HumanEval benchmark
Core Capabilities
- Python code generation and completion
- Technical problem-solving
- Code understanding and explanation
- Automated programming assistance
Frequently Asked Questions
Q: What makes this model unique?
The model's specialization in Python programming and its implementation of Evol-Instruct methodology sets it apart, achieving competitive performance with 64.0% pass@1 on HumanEval, making it suitable for professional coding applications.
Q: What are the recommended use cases?
The model excels in Python code generation, debugging, code completion, and technical problem-solving tasks. It's particularly useful for developers seeking AI assistance in Python programming projects.
