A Comprehensive Evaluation of Quantization Strategies for Large Language Models.
Renren JinJiangcun DuWuwei HuangWei LiuJian LuanBin WangDeyi XiongPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- comprehensive evaluation
- language modeling
- probabilistic model
- n gram
- document retrieval
- systematic evaluation
- language modelling
- speech recognition
- retrieval model
- information retrieval
- query expansion
- statistical language models
- language model for information retrieval
- document ranking
- context sensitive
- test collection
- pseudo relevance feedback
- translation model
- vector space model
- word error rate
- query terms
- okapi bm
- ad hoc information retrieval
- language models for information retrieval
- smoothing methods
- language modeling approaches
- text categorization