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Alessio's picture
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Alessio

alessiodevoto
albertomancino's profile picture aryopg's profile picture bsassoli's profile picture
·
https://alessiodevoto.github.io/
  • devoto_alessio

AI & ML interests

Efficient training/inference - Adaptive computation - Interpretability

Organizations

Edinburgh Dataset Analytics Working Group's profile picture Mini Reasoning's profile picture Smart Fashion 's profile picture

authored 4 papers 9 months ago

Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference

Paper • 2312.10193 • Published Dec 15, 2023 • 1

A Simple and Effective $L_2$ Norm-Based Strategy for KV Cache Compression

Paper • 2406.11430 • Published Jun 17, 2024 • 24

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

Paper • 2410.15999 • Published Oct 21, 2024 • 20

Analysing the Residual Stream of Language Models Under Knowledge Conflicts

Paper • 2410.16090 • Published Oct 21, 2024 • 7
authored a paper about 1 year ago

Are We Done with MMLU?

Paper • 2406.04127 • Published Jun 6, 2024 • 39
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