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logit-lens - Decode intermediate layer predictions

Decode intermediate layer activations into vocabulary predictions

Tags

Updated: 2026-03-10

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • decode intermediate layer predictions
  • apply layer normalization
  • apply unembedding head
  • extract top predictions
  • visualize layer-wise predictions
  • compare predictions across layers
  • process multiple prompts

Inputs

  • language model
  • input prompt
  • target layers

Outputs

  • vocabulary probabilities
  • predicted tokens
  • layer-wise predictions
  • prediction visualization

Requirements

  • nnsight library
  • PyTorch
  • model access

Source

  • Spec: SKILL.md

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model interpretation
layer analysis
prediction visualization
transformer analysis
model debugging
decode intermediate layer predictions
apply layer normalization
apply unembedding head
extract top predictions
language model
input prompt
target layers
vocabulary probabilities
predicted tokens
layer-wise predictions