Businesses choose self-hosting for privacy, improved performance, and cost savings.
Self-hosting is challenging due to model size, GPU costs, and rapid evolution.
Quantization helps in achieving better performance with reduced model sizes.
Batching and parallelism can significantly improve GPU efficiency.