From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference.
Siddharth SamsiDan ZhaoJoseph McDonaldBaolin LiAdam MichaleasMichael JonesWilliam BergeronJeremy KepnerDevesh TiwariVijay GadepallyPublished in: HPEC (2023)
Keyphrases
- language model
- n gram
- language modeling
- document representation
- translation model
- out of vocabulary
- multiword
- probabilistic model
- statistical language modeling
- language modelling
- document retrieval
- speech recognition
- information retrieval
- retrieval model
- test collection
- dependency structure
- word error rate
- query expansion
- context sensitive
- bayesian networks
- mixture model
- word segmentation
- smoothing methods
- document level
- statistical language models
- bayesian inference
- ad hoc information retrieval
- model selection
- part of speech
- relevance model
- text classification
- statistical machine translation
- pseudo relevance feedback
- term frequency
- word clouds
- language model for information retrieval