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Hi, I'm Mayukh

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I spend more time with tensors than I do with my friends. 👾

Used to reverse engineer multimodal LLMs at Aleph-Alpha.

📜 Recent work:

  • AtMan - Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
  • DORA - method to explore outlier representations in Deep Neural Networks

⚡ Other stuff:

Contact:

Mayukh Deb's Projects

aerglo icon aerglo

A python-based tool to fetch astronomical images :milky_way:

deepfakes icon deepfakes

Figuring out how to generate deepfakes and making notes on the way

devolearn icon devolearn

Accelerate data driven research on embryos with Pre-Trained deep learning models

gradient-games icon gradient-games

mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.

loss_landscape icon loss_landscape

Visualizing the lower dimensional error space of various datasets on deep neural networks :mountain:

math-stuff icon math-stuff

me teaching some mathematical concepts to myself

ml4a icon ml4a

practical guides, tutorials, and code samples for ml4a

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