LLaMA-Pro-8B-Instruct
| Property | Value |
|---|---|
| Parameter Count | 8.36B |
| Model Type | Instruction-tuned LLM |
| Architecture | LLaMA2-based Transformer |
| License | LLaMA2 |
| Tensor Type | BF16 |
What is LLaMA-Pro-8B-Instruct?
LLaMA-Pro-8B-Instruct represents a significant advancement in language model technology, developed by TencentARC. This model is an enhanced version of LLaMA2-7B, expanded to 8.36 billion parameters through innovative block expansion techniques. It's specifically designed to excel in programming, coding, and mathematical reasoning while maintaining strong capabilities in general language tasks.
Implementation Details
The model leverages advanced transformer architecture and has been trained on an extensive dataset comprising over 80 billion tokens, with a particular focus on coding and mathematical content. It utilizes BF16 tensor type for optimal performance and efficiency.
- Built on LLaMA2 architecture with specialized expansions
- Comprehensive training on diverse programming and mathematical datasets
- Optimized for both specialized and general language processing tasks
Core Capabilities
- Advanced programming and code generation
- Enhanced mathematical reasoning
- Robust general language understanding
- Versatile problem-solving abilities
- Instruction-following optimization
Frequently Asked Questions
Q: What makes this model unique?
This model stands out through its specialized focus on programming and mathematical reasoning while maintaining general language capabilities. The innovative block expansion from 7B to 8.36B parameters allows for enhanced performance in technical domains.
Q: What are the recommended use cases?
The model is particularly well-suited for complex programming tasks, mathematical problem-solving, and general language processing applications. It's ideal for developers, researchers, and organizations requiring both specialized technical capabilities and broad language understanding.
