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AI course essential

[Calculate] Communication and compute overhead
[Calculate] LLM memory calculations

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AI course essential

[Calculate] LLM memory calculations

LLM is memory intensive. This limits the LLM that can run on given GPUs. Calculating maximum context length supported in a given hardware + model

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Serve LLM in production on DigitalOcean GPU Droplet with SGLang

Step-by-step: deploy a quantized, OpenAI-compatible LLM API on a DigitalOcean GPU Droplet with SGLang, Nginx, systemd, benchmarks, and a low-cost workflow.

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