coreweave-reference-architecture

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Reference architecture for CoreWeave GPU cloud deployments. Use when designing ML infrastructure, planning multi-model serving, or establishing CoreWeave deployment standards. Trigger with phrases like "coreweave architecture", "coreweave design", "coreweave infrastructure", "coreweave best practices".

AI & Automation 2,266 stars 315 forks Updated today MIT

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# CoreWeave Reference Architecture ## Architecture Diagram ``` ┌─────────────────────┐ │ Load Balancer │ │ (Ingress/LB) │ └──────────┬──────────┘ │ ┌────────────────┼────────────────┐ │ │ │ ┌────────▼──────┐ ┌──────▼────────┐ ┌─────▼───────┐ │ Model A │ │ Model B │ │ Model C │ │ (vLLM, A100) │ │ (TGI, H100) │ │ (SD, L40) │ │ 2 replicas │ │ 1 replica │ │ 3 replicas │ └───────────────┘ └───────────────┘ └─────────────┘ │ │ │ ┌────────▼────────────────▼────────────────▼───────┐ │ Shared Storage (PVC) │ │ Models / Checkpoints / Data │ └──────────────────────────────────────────────────┘ ``` ## Project Structure ``` ml-platform/ ├── k8s/ │ ├── base/ # Shared templates │ ├── models/ │ │ ├── llama-8b/ # Per-model manifests │ │ ├── llama-70b/ │ │ └── stable-diffusion/ │ └── infra/ │ ├── storage.yaml # PVCs │ ├── secrets.yaml # Model tokens │ └── monitoring.yaml # Prometheus rules ├── containers/ │ ├── vllm/Dockerfile │ └── custom-server/Dockerfile ├── scripts/ │ ├── deploy.sh │ └── benchmark.sh └── monitoring/ ├── grafana-dashboards/ └── ...

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Author
jeremylongshore
Repository
jeremylongshore/claude-code-plugins-plus-skills
Created
7 months ago
Last Updated
today
Language
Python
License
MIT

Integrates with

Anthropic · AI Grafana · Monitoring Docker · Infrastructure

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