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causal-tracing

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Davide011 / Thesis_public

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Mechanistic analysis of a GPT-2–like model exploring the compositionality gap in transformers. Using Logit Lens and Causal Tracing, the study identifies and mitigates a deep-layer bottleneck via dataset enhancement to improve logical reasoning.

tokenizer hpc-clusters explainable-ai ai-research explainability compositionality neurips llm logitlens mechanistic-interpretability llm-training causal-tracing gpt-2-model ai-deployment neurips-paper
  • Updated Oct 29, 2025
  • Python

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