WizardLM-70B-V1.0
| Property | Value |
|---|---|
| License | Llama 2 |
| MT-Bench Score | 7.78 |
| AlpacaEval | 92.91% |
| GSM8k Performance | 77.6% |
| HumanEval | 50.6 pass@1 |
What is WizardLM-70B-V1.0?
WizardLM-70B-V1.0 is a state-of-the-art large language model built on the Llama 2 architecture, specifically designed to handle complex instructions with high accuracy and reliability. As the largest model in the WizardLM family, it represents a significant advancement in instruction-following capabilities and general performance.
Implementation Details
The model utilizes the Transformers architecture and is implemented using PyTorch. It follows the Vicuna prompt format for multi-turn conversations and maintains compatibility with text-generation-inference systems.
- Built on Llama 2 architecture
- Supports multi-turn conversations
- Implements specialized instruction-following capabilities
- Uses structured prompt format for optimal performance
Core Capabilities
- Exceptional performance on MT-Bench with a score of 7.78
- Outstanding instruction following with 92.91% on AlpacaEval
- Strong mathematical reasoning with 77.6% on GSM8k
- Robust coding abilities with 50.6 pass@1 on HumanEval
- Comprehensive support for complex dialogue interactions
Frequently Asked Questions
Q: What makes this model unique?
WizardLM-70B-V1.0 stands out for its exceptional instruction-following capabilities and balanced performance across various benchmarks, making it one of the most capable open-source language models available.
Q: What are the recommended use cases?
The model excels in complex instruction following, mathematical reasoning, coding tasks, and general dialogue applications. It's particularly suitable for applications requiring high-quality responses and complex problem-solving capabilities.
