stanfordmimi
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MedVAL-4B

Text Generation

text-generation-inference

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asadaali commited on Jul 9

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 # MedVAL: Medical Text Validator
-**MedVAL-4B** is a language model fine-tuned to **assess AI-generated medical text** outputs at near **physician-level reliability**.
 [![arXiv](https://img.shields.io/badge/arXiv-2507.03152-b31b1b.svg?style=for-the-badge)](https://arxiv.org/abs/2507.03152)
 [![License](https://img.shields.io/github/license/stanfordmimi/medval?style=for-the-badge)](LICENSE)
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64bac7c5e38420aaba8ea197/gwk6UqOCFM6UrtNoN51_H.png)
 **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.

 # MedVAL: Medical Text Validator
 [![arXiv](https://img.shields.io/badge/arXiv-2507.03152-b31b1b.svg?style=for-the-badge)](https://arxiv.org/abs/2507.03152)
 [![License](https://img.shields.io/github/license/stanfordmimi/medval?style=for-the-badge)](LICENSE)
+**MedVAL-4B** is a language model fine-tuned to **assess AI-generated medical text** outputs at near **physician-level reliability**.
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64bac7c5e38420aaba8ea197/gwk6UqOCFM6UrtNoN51_H.png)
 **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.