WizardLM-13B-V1.0
| Property | Value |
|---|---|
| Model Size | 13B parameters |
| License | Non-commercial |
| MT-Bench Score | 6.35 |
| HumanEval | 24.0 pass@1 |
| AlpacaEval | 75.31% |
What is WizardLM-13B-V1.0?
WizardLM-13B-V1.0 is an advanced language model built on the Llama architecture, designed to provide helpful, detailed, and polite responses to user queries. It represents a significant milestone in the WizardLM series, incorporating sophisticated natural language processing capabilities with a focus on accurate and contextually appropriate responses.
Implementation Details
The model requires a specific prompt format for optimal performance: "A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions." This formatting is crucial for maintaining the model's intended interaction style.
- Built on PyTorch framework
- Implements Transformer architecture
- Optimized for text generation tasks
- Supports text-generation-inference endpoints
Core Capabilities
- Strong performance on MT-Bench with a score of 6.35
- Achieves 24.0 pass@1 on HumanEval
- 75.31% score on AlpacaEval benchmark
- Specialized in detailed and polite response generation
Frequently Asked Questions
Q: What makes this model unique?
WizardLM-13B-V1.0 stands out for its balanced performance across multiple benchmarks and its specific focus on providing helpful, detailed responses while maintaining a polite interaction style. The model's architecture and training approach enable it to understand and respond to a wide range of queries effectively.
Q: What are the recommended use cases?
The model is particularly well-suited for: conversational AI applications, text generation tasks, and scenarios requiring detailed explanations. It's designed for non-commercial use and excels in providing comprehensive responses to user queries.
