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library_name: transformers |
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tags: [] |
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--- |
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# Model Card for Model ID |
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<!-- Provide a quick summary of what the model is/does. --> |
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This model is a zeroth-generation, downsampled training of the **CyberSolve LinAlg** model. See the model card for the most updated full training of CyberSolve LinAlg [here](https://huggingface.co/MarioBarbeque/CyberSolve-LinAlg-1.2). |
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Simulating the larger, full training and evaluation process, we trained and evaluated CyberSolve on a 10% split of the 2M total records available in the 1D Linear Algebra split of the Google DeepMind Mathematics dataset. The results found in this smaller training convinced |
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us that the FLAN-T5 model would indeed learn to effectively solve linear equations. That is, this preliminary training green lighted the full model training for us. |
