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MedVAL-4B

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  - medical
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- [![arXiv](https://img.shields.io/badge/arXiv-2507.03152-b31b1b.svg?style=for-the-badge)](https://arxiv.org/abs/2507.03152)
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  **MedVAL-4B** (medical text validator) is a language model fine-tuned to **assess AI-generated medical text** outputs at near **physician-level reliability**.
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64bac7c5e38420aaba8ea197/gwk6UqOCFM6UrtNoN51_H.png)
 
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  **Figure 1** | **MedVAL test-time workflow**. A generator LM produces an output, and MedVAL assesses the output's factual consistency with the input, while assigning a risk grade and determining its safety for deployment.
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  - medical
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  **MedVAL-4B** (medical text validator) is a language model fine-tuned to **assess AI-generated medical text** outputs at near **physician-level reliability**.
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64bac7c5e38420aaba8ea197/gwk6UqOCFM6UrtNoN51_H.png)
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+ [![arXiv](https://img.shields.io/badge/arXiv-2507.03152-b31b1b.svg?style=for-the-badge)](https://arxiv.org/abs/2507.03152)
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  **Figure 1** | **MedVAL test-time workflow**. A generator LM produces an output, and MedVAL assesses the output's factual consistency with the input, while assigning a risk grade and determining its safety for deployment.
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