Unlocking Smarter AI - Latent Reasoning Explained!

Описание: The paper "Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach" introduces an innovative language model architecture that enhances reasoning capabilities by scaling computation during inference through latent space processing. Unlike traditional models that increase computational load by generating more tokens, this model employs a recurrent block that can be iterated to arbitrary depths at test time, allowing for dynamic adjustment of computational resources based on task complexity.

Paper: https://arxiv.org/abs/2502.05171
Model: https://huggingface.co/tomg-group-umd...
Code: https://github.com/seal-rg/recurrent-...