Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models.
Jung Hwan HeoJeonghoon KimBeomseok KwonByeongwook KimSe Jung KwonDongsoo LeePublished in: ICLR (2024)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- speech recognition
- query expansion
- probabilistic model
- uniform quantization
- retrieval model
- statistical language models
- information retrieval
- smoothing methods
- language modelling
- test collection
- word error rate
- bit budget
- context sensitive
- vector space model
- ad hoc information retrieval
- okapi bm
- language model for information retrieval
- pseudo relevance feedback
- term dependencies
- data points
- tf idf
- query specific
- translation model
- passage retrieval
- relevance model
- text categorization
- clustering algorithm