cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Jupyter NotebookPythonnlpmachine-learningnatural-language-processingcomputer-visiondeep-learningneural-networktransformersinterpretabilityexplainable-aicaptummodel-explainabilitytransformers-model
This is stars and forks stats for /cdpierse/transformers-interpret repository. As of 29 Apr, 2024 this repository has 1111 stars and 93 forks.

Explainability for any 🤗 Transformers models in 2 lines. Transformers Interpret is a model explainability tool designed to work exclusively with the 🤗 transformers package. In line with the philosophy of the Transformers package Transformers Interpret allows any transformers model to be explained in just two lines. Explainers are available for both text and computer vision models. Visualizations are also available...
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