LLM Post-Training: A Deep Dive into Reasoning Large Language Models

TL;DR;

A new survey paper on ArXiv summarizes the progress in post-training and reasoning Large Language Models (LLMs). It explores how fine-tuning, reinforcement learning, and test-time strategies enhance LLMs' reasoning, factual accuracy, and alignment.