A Comprehensive Evaluation of Quantization Strategies for Large Language Models.
Renren JinJiangcun DuWuwei HuangWei LiuJian LuanBin WangDeyi XiongPublished in: CoRR (2024)
Keyphrases
- language model
- comprehensive evaluation
- language modeling
- probabilistic model
- n gram
- document retrieval
- information retrieval
- speech recognition
- retrieval model
- query expansion
- systematic evaluation
- statistical language models
- test collection
- language modelling
- language models for information retrieval
- ad hoc information retrieval
- word error rate
- language model for information retrieval
- relevance model
- document ranking
- pseudo relevance feedback
- vector space model
- bag of words
- translation model
- term dependencies
- retrieval effectiveness
- query terms
- error rate