This commit introduces a comprehensive memory estimation utility for MLX language models, supporting:
- Dynamic parameter calculation across diverse model architectures
- Handling of quantized and standard models
- Estimation of model weights, KV cache, and overhead memory
- Support for bounded and unbounded KV cache modes
- Flexible configuration via command-line arguments
The new tool provides detailed memory usage insights for different model configurations and generation scenarios.
