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We present the first RL-trained chart-specific explainable model with SOTA performance on OOD datasets.
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The model is trained to predict chart type, data table, CoT reasoning and the final answer.
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# Chart-RVR Inference Demo
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This script demonstrates how to use the [`sanchit97/chart-rvr-3b`](https://huggingface.co/sanchit97/chart-rvr-3b) model for chart-based reasoning using a vision-language interface. It loads a chart image from a URL, prompts the model with a question, and extracts the structured reasoning and final answer.
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We present the first RL-trained chart-specific explainable model with SOTA performance on OOD datasets.
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The model is trained to predict chart type, data table, CoT reasoning and the final answer.
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Paper is available [here](https://arxiv.org/abs/2510.10973)
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Code to train this model is available [here](https://github.com/sanchit97/chartrl)
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Dataset is available [here](https://huggingface.co/datasets/sanchit97/chart-rvr-grpo-train)
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# Chart-RVR Inference Demo
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This script demonstrates how to use the [`sanchit97/chart-rvr-3b`](https://huggingface.co/sanchit97/chart-rvr-3b) model for chart-based reasoning using a vision-language interface. It loads a chart image from a URL, prompts the model with a question, and extracts the structured reasoning and final answer.
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