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IT: Artificial Intelligence & Data
Efficient Inference and Fine-Tuning
Curriculum
1 Section
8 Lessons
30 hours
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Unit 2 — Efficient Inference and Fine-Tuning
8
1.1
SUMMARIZATION
20 mins
1.2
BATCH PROMPTING FOR EFFICIENT INFERENCE
20 mins
1.3
MODEL OPTIMIZATION METHODS
20 mins
1.4
PARAMETER‐EFFICIENT FINE‐TUNING METHODS
20 mins
1.5
COST AND PERFORMANCE IMPLICATIONS
20 mins
1.6
SUMMARY
20 mins
1.7
REFERENCES
20 mins
1.8
INTRODUCTION TO MODEL SELECTION
20 mins
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