Latent Collaboration in Multi-Agent Systems
📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.
This is the codebase for "Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners"
Official PyTorch implementation of Deep Improvement Supervision (https://arxiv.org/pdf/2511.16886)
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
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.
Latent reasoning with LLMs using abstract thought tokens
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