Latent Collaboration in Multi-Agent Systems
📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.
Official PyTorch implementation of "Your Latent Reasoning Is Secretly Policy Improvement Operator"
An open-source attempt at training a variant of LeCun's energy-based models (EBM) to reason in latent space and solve Sudoku.
This is the codebase for "Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners"
Latent reasoning with LLMs using abstract thought tokens
Implemented a recurrent-depth LLM (PyTorch) based on arXiv:2502.05171. Demonstrated that scaling inference compute increased arithmetic reasoning accuracy from 8% to 100% without additional parameters.
Reproduction results and additional evaluations on GSM8k-Hard, GSM8k-Platinum, and effect of simple tool-use on Training Large Language Model to Reason in a Continuous Latent Space
Add a description, image, and links to the latent-reasoning topic page so that developers can more easily learn about it.
To associate your repository with the latent-reasoning topic, visit your repo's landing page and select "manage topics."