Code Llama 13B is a compact entry in Meta's Code Llama family, tuned specifically for code generation and completion tasks at a size that runs efficiently on consumer-grade hardware. Derived from Llama 2 with code-focused continued pre-training, it produces accurate completions for common programming tasks and is well suited to integration in lightweight developer tooling where latency and resource constraints matter.
Despite its smaller parameter count, Code Llama 13B retains the fill-in-the-middle capability and multi-language support characteristic of the family. It is a practical choice for IDE plugins, local developer tools, and applications where full offline operation is a requirement, particularly for Python, JavaScript, and other frequently used languages.
Key Features
Efficient code generation suited to consumer and edge hardware
Fill-in-the-middle completion for seamless inline suggestions
Multi-language support across commonly used programming languages
Low-latency inference for real-time IDE integration
Open weights enabling local and air-gapped deployment
Instruction-following variant available for conversational code assistance
Ideal Use Cases
Local IDE code completion plugin with no cloud dependency
Offline coding assistant for air-gapped development environments
Lightweight code generation in resource-constrained CI pipelines
Educational coding tools requiring on-device inference
Rapid prototyping of boilerplate and common patterns
Example Prompts for Code Llama 13B
Technical Specifications
| Provider | Meta |
| Category | Code |
| Modality | Text -> Code |
Frequently Asked Questions
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