Technology

Hybrid Matrix Architecture for 70B edge AI.

ClarkenAI uses a staged precision pipeline to preserve critical model quality while compressing the middle reasoning layers for CPU-oriented execution.

Precision where it matters

The pipeline keeps early feature extraction and final logit scoring in INT8 while compressing the middle transformer layers for memory and bandwidth efficiency.

Designed for memory pressure

Hybrid Matrix targets the bottlenecks that make large models difficult to run on constrained hardware: RAM footprint, bus traffic, and cache locality.

Robotics-oriented latency

The architecture is shaped around real-time robot reasoning targets instead of batch-oriented cloud inference assumptions.

Compare modelsRead docs