Review and implementation of papers

• LoRA (ICLR 2022) LLM Adapter for efficient fine-tuning
• Transformer (NeurIPS 2017) Sequence-to-sequence model with self-attention
• PageRank (Communications of the ACM 2011) Web page ranking algorithm using topology of web graph
• AdaLoRA (ICLR 2023) LLM adapter for efficient fine-tuning using SVD
• DoRA (arXiv 2024) LLM adapter for efficient fine-tuning
• BERT (NAACL 2019) Pre-trained model based on Transformer's encoder that enables understanding of bidirectional context