CodeLlama-34b-hf
| Property | Value |
|---|---|
| Parameter Count | 33.7B |
| License | Llama2 |
| Training Period | January 2023 - July 2023 |
| Research Paper | Code Llama: Open Foundation Models for Code |
| Tensor Type | BF16 |
What is CodeLlama-34b-hf?
CodeLlama-34b-hf is part of Meta's advanced collection of code-specialized language models, representing the 34B parameter version of their base model series. It's specifically designed for code synthesis and understanding, utilizing an optimized transformer architecture trained on an extensive codebase.
Implementation Details
The model employs an auto-regressive language model architecture and can be easily implemented using the Hugging Face Transformers library. It requires specific hardware considerations due to its large size and operates with BF16 precision for optimal performance.
- Simple integration with transformers library
- Supports text-generation pipeline
- Optimized for code completion tasks
- Requires substantial computational resources
Core Capabilities
- Code completion with high accuracy
- General code synthesis and understanding
- Multi-programming language support
- Commercial usage support with proper licensing
Frequently Asked Questions
Q: What makes this model unique?
CodeLlama-34b-hf stands out due to its specialized training for code understanding and generation, large parameter count (33.7B), and optimization for production environments. It's part of Meta's comprehensive code model ecosystem and offers commercial usage rights.
Q: What are the recommended use cases?
The model is primarily designed for code completion, general code synthesis, and understanding tasks. It's particularly suitable for commercial applications requiring robust code generation capabilities and can be integrated into development environments and code assistance tools.
