FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing.
Xiao-Yang LiuJie ZhangGuoxuan WangWeiqing TongAnwar WalidPublished in: CoRR (2024)
Keyphrases
- high performance computing
- language model
- scientific computing
- language modeling
- massively parallel
- probabilistic model
- n gram
- document retrieval
- computing resources
- computing systems
- query expansion
- computational science
- speech recognition
- language modelling
- retrieval model
- parallel computing
- grid computing
- computing environments
- energy efficiency
- fault tolerance
- test collection
- information retrieval
- language models for information retrieval
- computing infrastructure
- statistical language models
- formal methods
- digital libraries
- fine grained
- database systems
- information systems