CodeLlama-70B-Instruct-GGUF
| Property | Value |
|---|---|
| Parameter Count | 70B |
| License | Llama 2 |
| Paper | Research Paper |
| Base Model | CodeLlama/CodeLlama-70b-Instruct-hf |
What is CodeLlama-70B-Instruct-GGUF?
CodeLlama-70B-Instruct-GGUF is a GGUF-formatted version of Meta's largest instruction-tuned code generation model. This variant is specifically optimized for instruction-following and safer deployment in coding applications, offering various quantization options from 2-bit to 8-bit to balance performance and resource requirements.
Implementation Details
The model is available in multiple GGUF quantizations, ranging from Q2_K (25.46GB) to Q8_0 (73.29GB), allowing users to choose based on their hardware constraints and quality requirements. The recommended Q4_K_M quantization offers an optimal balance between model size (41.42GB) and performance quality.
- Supports context length up to 4096 tokens
- Compatible with modern frameworks like llama.cpp, text-generation-webui, and LangChain
- Optimized for instruction-following and code generation tasks
- Includes GPU acceleration support with layer offloading capabilities
Core Capabilities
- Code completion and generation
- Instruction following and chat interactions
- Multiple programming language support
- Safe deployment features for production environments
Frequently Asked Questions
Q: What makes this model unique?
This model represents the largest available Code Llama variant (70B parameters) in an optimized GGUF format, making it accessible for local deployment while maintaining high-quality code generation capabilities.
Q: What are the recommended use cases?
The model excels at code completion, programming assistance, and instruction-following tasks. It's particularly well-suited for production environments where safety and reliability are priorities.
