ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU.
Zhengmao YeDengchun LiJingqi TianTingfeng LanJie ZuoLei DuanHui LuYexi JiangJian ShaKe ZhangMingjie TangPublished in: CoRR (2023)
Keyphrases
- high throughput
- language model
- fine tuning
- language modeling
- genome wide
- microarray
- biological data
- systems biology
- n gram
- probabilistic model
- speech recognition
- agent technology
- query expansion
- document retrieval
- smoothing methods
- language modelling
- retrieval model
- information retrieval
- test collection
- real time
- language models for information retrieval
- vector space model
- proteomic data
- mass spectrometry
- statistical language models
- fine tuned
- genomic data
- data acquisition
- relevance model
- document ranking
- protein protein interactions
- mass spectrometry data
- image analysis
- wireless sensor networks
- decision trees
- high speed
- electronic commerce
- gene expression