LLM Papers

I reviewed some papers for an incoming NLP project, here are my notes from them!

• Parameter-Efficient Fine-Tuning in Large Models A Survey of Methodologies
• THE EXPRESSIVE POWER OF LOW-RANK ADAPTATION
• LoRA+ Efficient Low Rank Adaptation of Large Models
• QLORA Efficient Finetuning of Quantized LLMs
• Exploiting LLM Quantization
• Generative Agent Simulations of 1,000 People
• Generative Agents Interactive Simulacra of Human Behavior