CodeLlama-70b-Instruct-hf
| Property | Value |
|---|---|
| Parameter Count | 70 Billion |
| Model Type | Instruction-tuned Code Generation |
| Architecture | Optimized Transformer |
| License | Llama 2 |
| Research Paper | Code Llama: Open Foundation Models for Code |
What is CodeLlama-70b-Instruct-hf?
CodeLlama-70b-Instruct-hf is Meta's largest instruction-tuned code generation model, designed for enhanced code synthesis and understanding. It represents the pinnacle of the CodeLlama family, specifically optimized for instruction-following and safer deployment in production environments.
Implementation Details
The model utilizes an optimized transformer architecture with 70B parameters, trained between January 2023 and January 2024. It supports context windows up to 16k tokens and operates with BF16 precision for efficient computation.
- Implements a specialized chat template for structured interactions
- Supports both code completion and instruction-following tasks
- Optimized for deployment safety and professional use cases
Core Capabilities
- Advanced code completion and generation
- Instruction-based interaction through chat interface
- Multi-turn conversations about code
- Programming language understanding and synthesis
Frequently Asked Questions
Q: What makes this model unique?
This model represents the largest instruction-tuned variant in the CodeLlama family, offering enhanced code generation capabilities while maintaining safety measures for production deployment. Its 70B parameters provide superior understanding and generation capabilities compared to smaller variants.
Q: What are the recommended use cases?
The model is ideal for commercial and research applications in code development, including code completion, code review, and interactive programming assistance. It's specifically designed for safer deployment in production environments while maintaining high performance in code-related tasks.
