Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama 2, and Mistral for Disaster Tweets Analysis with Lora
In the fast-moving world of Natural Language Processing (NLP), we often find ourselves comparing different language models to see which one works best for specific tasks. This blog post is all about comparing three models: RoBERTa, Mistral-7b, and Llama-2-7b. We used them to tackle a common problem – classifying tweets about disasters. It is important to note that Mistral and Llama 2