LoopLLM: Embedding Intrinsic Reasoning in LLM Pre-training

Developed by Ouro, LoopLLM is a novel framework that embeds advanced reasoning directly into the pre-training phase using iterative computation and entropy-regularized objectives. This approach yields superior performance across benchmarks compared to larger, conventional LLMs.