CodeNinja-1.0-OpenChat-7B
| Property | Value |
|---|---|
| Parameter Count | 7.24B |
| Model Type | Code Generation Assistant |
| License | MIT |
| Tensor Type | BF16 |
| Context Window | 8192 tokens |
What is CodeNinja-1.0-OpenChat-7B?
CodeNinja is an advanced coding assistant model built upon the OpenChat-3.5-1210 architecture. It represents a significant evolution in AI-powered coding assistance, having undergone extensive Supervised Fine Tuning on over 400,000 coding instructions. The model is specifically designed to serve as a comprehensive coding companion, capable of handling multiple programming languages and complex coding scenarios.
Implementation Details
The model utilizes a sophisticated architecture based on the Mistral framework, implementing BF16 tensor types for optimal performance. It maintains compatibility with the OpenChat prompt format and requires specific attention to the use of '<|end_of_turn|>' tokens for proper functioning.
- Built on OpenChat-3.5-1210 architecture
- Trained on glaiveai/glaive-code-assistant-v2 and TokenBender datasets
- Supports multiple programming languages including Python, C, C++, Rust, Java, and JavaScript
- Features an 8192-token context window for comprehensive code analysis
Core Capabilities
- Advanced code completion and generation
- Multi-language programming support
- Project-level code understanding
- Integration with popular development environments
- Efficient local runtime execution
Frequently Asked Questions
Q: What makes this model unique?
CodeNinja stands out due to its extensive training on specialized coding datasets, large context window, and ability to handle complex programming tasks across multiple languages. The model's fine-tuning on 400,000+ coding instructions makes it particularly adept at understanding and generating high-quality code.
Q: What are the recommended use cases?
The model is ideal for code completion, programming assistance, code generation, and project-level code analysis. It's particularly useful for developers working across multiple programming languages who need consistent, reliable coding assistance.
