FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs.
Shulin ZengJun LiuGuohao DaiXinhao YangTianyu FuHongyi WangWenheng MaHanbo SunShiyao LiZixiao HuangYadong DaiJintao LiZehao WangRuoyu ZhangKairui WenXuefei NingYu WangPublished in: FPGA (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- retrieval model
- document retrieval
- speech recognition
- information retrieval
- query expansion
- mixture model
- ad hoc information retrieval
- language modelling
- test collection
- statistical models
- information retrieval systems
- context sensitive
- bayesian inference
- vector space model
- translation model
- statistical machine translation
- statistical language models
- language models for information retrieval
- language model for information retrieval
- document length
- document ranking
- error rate
- feature selection