What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation.
Zhuocheng GongJiahao LiuJingang WangXunliang CaiDongyan ZhaoRui YanPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- speech recognition
- document retrieval
- statistical language models
- test collection
- information retrieval
- query expansion
- document ranking
- retrieval model
- vector space model
- language modelling
- relevance model
- translation model
- query terms
- pseudo relevance feedback
- smoothing methods
- okapi bm
- language models for information retrieval
- language model for information retrieval
- cross lingual
- cross language information retrieval
- passage retrieval
- error rate
- word error rate
- collaborative filtering
- language modeling approaches