Layered gradient accumulation and modular pipeline parallelism: fast and efficient training of large language models.
Joel Lamy-PoirierPublished in: CoRR (2021)
Keyphrases
- language model
- language modeling
- statistical language models
- n gram
- document retrieval
- speech recognition
- probabilistic model
- language modelling
- retrieval model
- language model for information retrieval
- context sensitive
- query terms
- test collection
- query expansion
- information retrieval
- vector space model
- pseudo relevance feedback
- document ranking
- information extraction
- training set
- okapi bm
- ad hoc information retrieval
- decision trees