How to Deploy LLMs - LLMOps Stack with vLLM, Docker, Grafana and MLflow

How to Deploy LLMs - LLMOps Stack with vLLM, Docker, Grafana and MLflow

Venelin Valkov via YouTube Direct link

10:13 - Virtual instance setup

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10:13 - Virtual instance setup

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How to Deploy LLMs - LLMOps Stack with vLLM, Docker, Grafana and MLflow

Automatically move to the next video in the Classroom when playback concludes
  1. 1 00:00 - Why Python script fail in production
  2. 2 01:47 - The stack architecture vLLM, nginx, Grafana
  3. 3 04:42 - Docker compose definition
  4. 4 08:35 - Nginx config
  5. 5 09:08 - Monitoring with Prometheus and Grafana config
  6. 6 10:13 - Virtual instance setup
  7. 7 13:54 - Live load test with LangChain client

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