Lightning IR: Straightforward Fine-tuning and Inference of
Transformer-based Language Models for Information Retrieval
Lightning IR: Straightforward Fine-tuning and Inference of
Transformer-based Language Models for Information Retrieval
A wide range of transformer-based language models have been proposed for information retrieval tasks. However, fine-tuning and inference of these models is often complex and requires substantial engineering effort. This paper introduces Lightning IR, a PyTorch Lightning-based framework for fine-tuning and inference of transformer-based language models for information retrieval. Lightning …