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Vector pointing in the direction where a function is growing fastest; its components are partial derivatives of this function. For questions about gradients in ecology, please use the [ecology] tag instead.
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How to measure the noise in gradients of deep neural networks
I'm dealing with a problem related to explainable AI. The short version of the issue I have is that I've observed some interesting differences between large and small BERT models and I suspect that no …
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Explainable AI - Noise in gradients and embeddings of large language models
I am doing experiments related to explainable AI. I have two BERT models - the standard bert-base-cased and a distilled prajjwal1/bert-mini that has around 14M parameters, so much smaller than the bas …