Inference Servers and Serving Frameworks — Roadmap Step & Resources
Tools that serve models efficiently at scale
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
Study resources
- Google Cloud Vertex AI Documentation (Article) — Google Cloud's official documentation for deploying, monitoring and operating AI systems at scale. Background reading/viewing for: Inference Servers and Serving Frameworks.
- Hugging Face Documentation (Article) — Official documentation on inference servers and serving frameworks. Relevant to: Inference Servers and Serving Frameworks.
Part of
- Model Serving and Inference — section
- LLMOps & AI Infrastructure roadmap — the full learning path