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pytorch/captum
Captum based on regression does not require target as inputs?

❓ Questions and Help We have a set of listed resources available on the website and FAQ: https://captum.ai/ and https://captum.ai/docs/faq . Feel free to open an issue here on the github or in our discussion ...
  • HelloWorldLTY
  • Opened 
    28 days ago
  • #1532

pytorch/captum
Captum with vLLM inference engine

❓ Questions and Help Is there a way to leverage awesome captum interpretability features with vLLM as inference engine ?
  • saichandrapandraju
  • Opened 
    on Mar 17
  • #1529

pytorch/captum
Using LayerIntegratedGradients with an explicit LSTM layer

Hi I am exploring using Captum to get some interpretability for a hybrid model I am building. My basic model calculates an embedding, which is combined with other inputs and passed to an nn.LSTM module. ...
  • ian-grover
  • 1
  • Opened 
    on Mar 14
  • #1528

pytorch/captum
Making LLMAttribute work with BertForMultipleChoice models

🚀 Feature Allow LLMAttribution goodness to be applied to BERT models for multiple choice tasks Motivation following up on suggestions from aobo-y Pitch Integrated gradient attribution techniques work ...
  • rbelew
  • 3
  • Opened 
    on Mar 7
  • #1524

pytorch/captum
FeatureAblation ala Lllama2 tutorial is broken

🐛 Bug The analysis in this Perturbation-based Attribution tutorial is really great to read, and I want to replicate it. But there seems something seriously broken in either the tutorial or the FeatureAblation ...
  • rbelew
  • 7
  • Opened 
    on Mar 6
  • #1523

pytorch/captum
Using Captum on LSTM

Hi, I am using Captum for my LSTM model. I followed the examples online, but I don t think I am using it the right way as I keep getting errors when starting to visualize results. Also I m not sure if ...
  • nazia-ga
  • Opened 
    on Feb 13
  • #1495

pytorch/captum
IG for VQA using VLMs from transformers

❓ Questions and Help Hi there @sarahtranfb 👋, I would like to use IG for Image and Text to display the results of VLM models such as LLava-OneVision or Phi-3.5-Vision-instruct on a VQA task with multiple ...
  • nicokossmann
  • Opened 
    on Jan 27
  • #1494

pytorch/captum
One of the differentiated Tensors appears to not have been used in the graph. Set allow_unused=True if this is the desired behavior.

❓ Questions and Help We have a set of listed resources available on the website and FAQ: https://captum.ai/ and https://captum.ai/docs/faq . Feel free to open an issue here on the github or in our discussion ...
  • doheon114
  • Opened 
    on Jan 22
  • #1493

pytorch/captum
Tutorial for Shapley Value Sampling likely needs update

📚 Documentation !-- A clear and concise description of what content in https://captum.ai/docs, https://captum.ai/tutorials or https://captum.ai/api is an issue. Feel free also to file an issue if you ...
  • ayan-cpath
  • 4
  • Opened 
    on Jan 16
  • #1486

pytorch/captum
Why do captum's perturbation and IG treat input & target differently?

❓ Questions and Help I ve been successfull using captum s LayerIntegratedGradients class, but none of my attempts trying the same sorts of inputs and targets using LLMAttribution seem to work. I m working ...
  • rbelew
  • Opened 
    on Dec 12, 2024
  • #1456
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