# Deploy & serve

Configure, tune, and operate vLLM Neuron for production workloads — features, profiling, and configuration reference.

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:::{grid-item-card} Features guide
:link: features-guide
:link-type: doc

Configure and tune all serving features — bucketing, quantization, DI, speculation, and more.
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:::{grid-item-card} Configuration reference
:link: reference-configuration
:link-type: doc

All Neuron-specific options in `additional_config` and environment variables.
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:::{grid-item-card} Profiling workloads
:link: how-to-profile-workloads
:link-type: doc

Capture Neuron Runtime profiles via built-in profiler endpoints.
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Features guide <features-guide>
Feature–model compatibility <reference-feature-model-compatibility>
Configuration reference <reference-configuration>
Profiling workloads <how-to-profile-workloads>
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