MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases.
Zechun LiuChangsheng ZhaoForrest N. IandolaChen LaiYuandong TianIgor FedorovYunyang XiongErnie ChangYangyang ShiRaghuraman KrishnamoorthiLiangzhen LaiVikas ChandraPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- document retrieval
- probabilistic model
- n gram
- language modelling
- speech recognition
- statistical language models
- query expansion
- information retrieval
- test collection
- retrieval model
- query terms
- ad hoc information retrieval
- smoothing methods
- language models for information retrieval
- language model for information retrieval
- context sensitive
- document ranking
- translation model
- relevance model
- pseudo relevance feedback
- document length
- text retrieval
- hidden markov models