The Definitive Guide to Serving Open Source Models

This e-book explores deploying Small Language Models (SLMs) in enterprise AI, focusing on high-performance inference stacks:

• Dynamic resource management and autoscaling for reliability
• Enhanced performance with Turbo LoRA and FP8 quantization
• Cost-efficiency without quality loss
• Security, observability, and compliance features

SLMs provide faster inference and simpler deployment than larger models, maintaining performance through domain-specific fine-tuning. It addresses challenges in building inference infrastructure, offering insights on achieving reliability, performance, and cost-efficiency.

Unlock AI's potential with optimized inference stacks. Read the e-book to boost AI initiatives.

Vendor:: Predibase
Posted:: Mar 9, 2025
Published:: Mar 10, 2025
Format:: PDF
Type:: eBook

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