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Derck Prinzhorn, congratulations on completing Efficiently Serving LLMs!

Efficiently Serving LLMs
Short Course

Efficiently Serving LLMs

Understand how LLMs predict the next token and how techniques like KV caching can speed up text generation. Write code to serve LLM applications efficiently to multiple users.

Fine-TuningGenerative ModelsLLMOpsLLM ServingTransformers
  • Predibase
Predibase
100% Completed
View Course
  • Introduction
    Video
    ・
    5 mins
  • Text Generation
    Video with Code Example
    ・
    20 mins
  • Batching
    Video with Code Example
    ・
    22 mins
  • Continuous Batching
    Video with Code Example
    ・
    17 mins
  • Quantization
    Video with Code Example
    ・
    19 mins
  • Low-Rank Adaptation
    Video with Code Example
    ・
    15 mins
  • Multi-LoRA inference
    Video with Code Example
    ・
    19 mins
  • LoRAX
    Video with Code Example
    ・
    30 mins
  • Conclusion
    Video
    ・
    1 min