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Results for “Inference”
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Context Window

The amount of tokenized input and generated text a model can consider within one inference context.

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GPU

A highly parallel processor widely used to train and run modern machine-learning models.

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Inference

The process of running a trained model on new input to produce predictions, embeddings, or generated output.

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KV Cache

A cache of attention keys and values used to avoid recomputing earlier context during autoregressive generation.

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Knowledge Distillation

A training method in which a smaller student model learns from the outputs or representations of a larger teacher model.

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Latency and Throughput

Two core serving metrics describing response delay and the amount of work a system completes over time.

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Mixture of Experts (MoE)

A model architecture that routes each input to a subset of specialized parameter blocks called experts.

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Quantization

A technique that represents model weights or activations with lower numerical precision to reduce resource use.