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  # ๐Ÿš€ SIM_COT-LLaMA3-CODI-3B
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- [![๐Ÿค— Model Repo](https://img.shields.io/badge/HuggingFace-Model-blue)](https://huggingface.co/internlm/SIM_COT-LLaMA3-CODI-8B)
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  [![๐Ÿ“‚ GitHub](https://img.shields.io/badge/Code-GitHub-black?logo=github)](https://github.com/InternLM/SIM-CoT)
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  [![๐Ÿ“„ Paper](https://img.shields.io/badge/Paper-arXiv-red?logo=arxiv)](https://arxiv.org/pdf/2509.20317)
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- **SIM_COT-LLaMA3-CODI-8B** is a large implicit language model based on **Meta LLaMA-3.1-8B-Instruct**, fine-tuned with **SIM-CoT (Supervised Implicit Chain-of-Thought)** on top of the **CODI latent reasoning framework**.
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  It is designed to improve โœจ *implicit reasoning* and ๐Ÿงฎ *arithmetic multi-step problem solving* across benchmarks such as **GSM8K, GSM-Hard, MultiArith, and SVAMP**.
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  # ๐Ÿš€ SIM_COT-LLaMA3-CODI-3B
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+ [![๐Ÿค— Model Repo](https://img.shields.io/badge/HuggingFace-Model-blue)](https://huggingface.co/internlm/SIM_COT-LLaMA3-CODI-3B)
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  [![๐Ÿ“‚ GitHub](https://img.shields.io/badge/Code-GitHub-black?logo=github)](https://github.com/InternLM/SIM-CoT)
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  [![๐Ÿ“„ Paper](https://img.shields.io/badge/Paper-arXiv-red?logo=arxiv)](https://arxiv.org/pdf/2509.20317)
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+ **SIM_COT-LLaMA3-CODI-3B** is a large implicit language model based on **Meta LLaMA-3.2-3B-Instruct**, fine-tuned with **SIM-CoT (Supervised Implicit Chain-of-Thought)** on top of the **CODI latent reasoning framework**.
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  It is designed to improve โœจ *implicit reasoning* and ๐Ÿงฎ *arithmetic multi-step problem solving* across benchmarks such as **GSM8K, GSM-Hard, MultiArith, and SVAMP**.
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