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  > This model (`LandAI-L1-Zero`) is the **ungrounded baseline** version referenced in our NMI submission. It was trained using standard Reinforcement Learning (GRPO) **without explicit geometric constraints**.
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- > **Expect instability:** This model is prone to multimodal hallucinations and may prioritize textual priors over visual evidence. For the stable, state-of-the-art version, please use [**LandAI-L1**](https://huggingface.co/Your-Username/LandAI-L1).
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  ## 📖 Introduction
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  > This model (`LandAI-L1-Zero`) is the **ungrounded baseline** version referenced in our NMI submission. It was trained using standard Reinforcement Learning (GRPO) **without explicit geometric constraints**.
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+ > **Expect instability:** This model is prone to multimodal hallucinations and may prioritize textual priors over visual evidence. For the stable, state-of-the-art version, please use [**LandAI-L1**](https://huggingface.co/zhou777/LandAI-L1).
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  ## 📖 Introduction
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