> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://docs.nvidia.com/dynamo/llms.txt. For full content including API reference and SDK examples, see https://docs.nvidia.com/dynamo/llms-full.txt.

# Spica (Experimental)

## Docs

- [Spica](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/overview.md): Experimental replay-backed configuration search for Dynamo deployments
- [Spica Search Flow](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/search-flow.md): How Spica turns a deployment-tuning problem into a replay-backed search
- [Spica Optimization Goals](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/optimization-goals.md): Objective metrics, SLA constraints, and Pareto-front scoring
- [Spica Traffic](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/traffic.md): Trace, request-rate, concurrency, and KV-load workload definitions
- [Spica Search Space](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/search-space.md): Searchable deployment, engine, router, Planner, and parallelism settings
- [Spica Unrolled Samples](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/unrolled-samples.md): How Spica turns a search trial into a concrete deployment configuration
- [GLM-5-FP8 Disaggregated Pareto Sweep](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/glm-5-fp-8-pareto-sweep.md): Experimental Spica search for a GLM-5-FP8 Pareto frontier on B200 GPUs
- [Planner Goodput-per-GPU Sweep](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/planner-goodput-per-gpu-sweep.md): Experimental Spica search over Planner policies for MiniMax-M2.5 on B200 GPUs
- [Router End-to-End Latency Sweep](https://docs.nvidia.com/dynamo/v1.4.1/knowledge-base/modular-components/ai-simulate/spica/router-end-to-end-latency-sweep.md): Experimental Spica search over KV router settings for MiniMax-M2.5 on B200 GPUs