Symmetric close-up shot of server motherboard components and memory slots, clinical blue and white LED lighting, high contrast with deep shadows, 35mm lens
Symmetric close-up shot of server motherboard components and memory slots, clinical blue and white LED lighting, high contrast with deep shadows, 35mm lens
Read Case Studies
View Blueprints
VERIFIED PERFORMANCE

Benchmarks backed by bare-metal tests

Skeptical of CPU inferencing? Read verified deployment reports from systems engineers running production LLMs on standard Xeon nodes.

REAL-WORLD SPEEDUPS

Quantifiable CPU optimization results

60%

Latency reduction via memory bandwidth guides

sub-100ms

Token generation latency achieved on Xeon

1.8x

Throughput increase with quantization

PEER VALIDATION

Enterprise architects report

We bypassed the GPU waitlist entirely. By optimizing our existing Lenovo ThinkSystem nodes with these guides, we hit sub-100ms token generation for our internal search tool.

Director of Infrastructure, FinTech Enterprise

The memory bandwidth allocation blueprints saved us months of trial and error. The latency curves matched our bare-metal configurations exactly.

Principal Systems Architect, Logistics Global

Quantized LLM deployment on Intel CPUs is now our default architecture. The verified configuration files worked on the first run.

VP of Engineering, Enterprise SaaS

View Blueprints

Optimize your existing nodes

Download verified configuration files, latency curves, and bare-metal benchmarks for Lenovo ThinkSystem servers.