Full Parameter Fine-tuning for Large Language Models with Limited Resources.

Kai Lv Yuqing Yang Tengxiao Liu Qipeng Guo Xipeng Qiu

Published in: ACL (1) (2024)

Keyphrases

limited resources
language model
fine tuning
language modeling
processing power
probabilistic model
speech recognition
query expansion
document retrieval

information retrieval
viable alternative
fine tune
language modelling
n gram
resource limitations
context sensitive
test collection

fine tuned
retrieval model
statistical language models
vector space model
query specific
ad hoc information retrieval
smoothing methods
query terms

translation model
language models for information retrieval
pseudo relevance feedback
document length
okapi bm
error rate
document collections
language modeling approaches