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Skier8402 's Collections
Mechanistic Interpretability
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Computer vision

Mechanistic Interpretability

updated 7 days ago

Opening the hood of Computer Vision model for example ResNets, ConvNext & DETR, multimodal models and NLP models:BERT & GPTs.

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  • Sleeping

    Detr Interp Space

    👁

    DETR with GradCAM, IG & MC Drop Uncertanity Prediction

    Note https://github.com/facebookresearch/detr paper on DETR


  • Sleeping

    GPT Interp Captum

    📚

    Integrated gradients with Captum

    Note http://captum.ai/ & llama https://ai.meta.com/blog/meta-llama-3-1/


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    ViT Timm Interp

    🚀

    ViT online & Custom with LIME

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