phi-4-4bit
| Property | Value |
|---|---|
| Original Model | microsoft/phi-4 |
| Framework | MLX |
| Quantization | 4-bit |
| Author | mlx-community |
| Model URL | HuggingFace Repository |
What is phi-4-4bit?
phi-4-4bit is a 4-bit quantized version of Microsoft's Phi-4 model, specifically optimized for the MLX framework. This conversion was performed using mlx-lm version 0.21.0, making it more efficient for deployment while maintaining model functionality.
Implementation Details
The model is implemented using the MLX framework and can be easily used with the mlx-lm library. It supports both standard text generation and chat-based interactions through its built-in chat template system.
- 4-bit quantization for reduced memory footprint
- MLX framework optimization
- Compatible with mlx-lm library
- Supports chat template functionality
Core Capabilities
- Text generation and completion tasks
- Chat-based interactions using template system
- Efficient inference with reduced precision
- Seamless integration with MLX ecosystem
Frequently Asked Questions
Q: What makes this model unique?
This model stands out due to its 4-bit quantization, which significantly reduces memory requirements while maintaining functionality. It's specifically optimized for the MLX framework, making it ideal for efficient deployment in MLX-based applications.
Q: What are the recommended use cases?
The model is well-suited for applications requiring efficient text generation and chat-based interactions, particularly in environments where memory optimization is crucial. It's ideal for MLX-based applications that need to balance performance with resource utilization.
