Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs.
Luchang LiSheng QianJie LuLunxi YuanRui WangQin XiePublished in: CoRR (2024)
Keyphrases
- mobile phone
- high efficiency
- language model
- language modeling
- high accuracy
- query expansion
- n gram
- document retrieval
- speech recognition
- retrieval model
- test collection
- information retrieval
- language modelling
- mobile devices
- mobile users
- mobile applications
- probabilistic model
- statistical language models
- ad hoc information retrieval
- document ranking
- smoothing methods
- context sensitive
- relevance model
- smart phones
- vector space model
- pseudo relevance feedback
- mobile technologies
- query specific
- query terms
- text retrieval
- okapi bm
- mobile phone users
- retrieval effectiveness
- language model for information retrieval
- term dependencies
- language models for information retrieval