Understanding Multi-Dimensional Efficiency of Fine-Tuning Large Language Models Using SpeedUp, MemoryUp, and EnergyUp.
Dayuan ChenNoe SotoJonas F. TuttleZiliang ZongPublished in: IPDPS (Workshops) (2024)
Keyphrases
- language model
- fine tuning
- multi dimensional
- language modeling
- n gram
- probabilistic model
- document retrieval
- language modelling
- statistical language models
- retrieval model
- speech recognition
- fine tune
- smoothing methods
- query expansion
- information retrieval
- vector space model
- fine tuned
- test collection
- viable alternative
- context sensitive
- relevance model
- language models for information retrieval
- ad hoc information retrieval
- translation model
- document ranking
- pseudo relevance feedback
- statistical language modeling
- machine learning
- query terms