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Efficiently Serving LLMs
Syllabus
Courses
Course Syllabus
Efficiently Serving LLMs
Introduction
Video
・
5m
Text Generation
Video with Code Example
・
20m
Batching
Video with Code Example
・
22m
Continuous Batching
Video with Code Example
・
17m
Quantization
Video with Code Example
・
19m
Low-Rank Adaptation
Video with Code Example
・
15m
Multi-LoRA inference
Video with Code Example
・
19m
LoRAX
Video with Code Example
・
30m
Conclusion
Video
・
1m
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Efficiently Serving LLMs
Intermediate
2h31m
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Topics
Fine-Tuning
Generative Models
LLMOps
LLM Serving
Transformers
Collaborator
Predibase
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