Measuring and Improving the Energy Efficiency of Large Language Models Inference.
Mauricio Fadel ArgerichMarta Patiño-MartínezPublished in: IEEE Access (2024)
Keyphrases
- language model
- energy efficiency
- energy consumption
- power consumption
- wireless sensor networks
- language modeling
- sensor networks
- energy efficient
- data center
- probabilistic model
- n gram
- information retrieval
- retrieval model
- routing protocol
- document retrieval
- power management
- response time
- language modelling
- statistical language models
- smoothing methods
- energy saving
- smart home
- speech recognition
- context sensitive
- test collection
- vector space model
- query expansion
- relevance model
- language models for information retrieval
- sensor nodes
- document ranking
- translation model
- statistical language modeling
- data sets