DeepSeek Coder 1.3B Instruct
| Property | Value |
|---|---|
| Parameter Count | 1.35B |
| Model Type | Code Generation |
| License | DeepSeek License |
| Tensor Type | BF16 |
| Context Window | 16K tokens |
What is deepseek-coder-1.3b-instruct?
DeepSeek Coder 1.3B Instruct is a specialized coding assistant model that represents the lightweight version of the DeepSeek Coder family. Trained on an impressive 2T tokens comprising 87% code and 13% natural language content, this model has been fine-tuned on 2B tokens of instruction data to enhance its interactive capabilities.
Implementation Details
The model utilizes a transformer-based architecture with several technical innovations. It implements a 16K token context window and incorporates a unique fill-in-the-blank task during training, making it particularly effective for project-level code completion and infilling tasks.
- Pre-trained on massive code corpus with project-level context
- Supports both English and Chinese language interactions
- Optimized for BF16 precision
- Implements advanced code completion capabilities
Core Capabilities
- Project-level code completion and generation
- Fill-in-the-blank code assistance
- Multi-language programming support
- State-of-the-art performance on coding benchmarks
- Efficient deployment with 1.35B parameters
Frequently Asked Questions
Q: What makes this model unique?
This model stands out due to its efficient parameter count while maintaining strong performance, its extensive training on both code and natural language, and its ability to handle project-level contexts with a 16K token window.
Q: What are the recommended use cases?
The model is ideal for code completion, generation of programming solutions, technical documentation, and interactive coding assistance. It's particularly suitable for environments where computational resources are limited but high-quality code generation is required.
