#inference scaling

Discover 2 curated intelligence briefings related to this specific topic.

Heterogeneous Edge Clusters Demand Dynamic Quantization
Technology & Innovation

Heterogeneous Edge Clusters Demand Dynamic Quantization

Static quantization is a liability in mixed-hardware environments. This guide details the technical implementation of scaling model quantization across edge clusters comprising varied NPUs, GPUs, and CPUs to maximize throughput without sacrificing accuracy.

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Why Intelligence Now Scales at Runtime
Technology & Innovation

Why Intelligence Now Scales at Runtime

For years, the industry believed that more data and larger models were the only paths to AGI. The emergence of test-time compute proves that the ceiling of intelligence is not fixed by the training set, but can be extended during the moment of thought.

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