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" (https://arxiv.org/pdf/2511.16886)
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
An open-source attempt at training a variant of LeCun's energy-based models (EBM) to reason in latent space and solve Sudoku.
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