Abstract: The quality of modern software relies heavily on the effective use of static code analysis tools. To improve their usefulness, these tools should be evaluated using a framework that ...

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

The dominant narrative about AI reliability is simple: models hallucinate. Therefore, for companies to get the most utility ...

Abstract: The effectiveness of neural networks in handling visual perturbations are frequently assessed using abstract transforms, such as affine transformations. However, these transforms may forfeit ...