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README.md

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 ## Overview
 
-**CoLaR** (Continuous Latent Reasoning) is a latent reasoning model based on LLaMA that uses a specialized LatentHead module for generating continuous latent representations. This model is part of the [Parallel Test-Time Scaling for Latent Reasoning Models](https://arxiv.org/abs/2510.07745) framework.
+**CoLaR** (Compressed Latent Reasoning) is a latent reasoning model based on LLaMA that uses a specialized LatentHead module for generating continuous latent representations. This model is part of the [Parallel Test-Time Scaling for Latent Reasoning Models](https://arxiv.org/abs/2510.07745) framework.
 
 ## Model Details
 
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 This repository includes other latent reasoning models that you might find useful:
 
-- **[COCONUT Model](../coconut/README.md)** - GPT-2 based model for continuous thought generation
-- **[CODI Model](../codi/README.md)** - GPT-2 based model with optional projector module for enhanced hidden states
+[ModalityDance/latent-tts](https://huggingface.co/collections/ModalityDance/latent-tts)
+
 
 ## Installation