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One Attention Head Is All You Need for Sorting Fixed-Length Lists's itch.io pageResults
| Criteria | Rank | Score* | Raw Score |
| Mechanistic interpretability | #3 | 4.333 | 4.333 |
| Reproducibility | #5 | 4.000 | 4.000 |
| Novelty | #6 | 3.667 | 3.667 |
| Generality | #12 | 2.667 | 2.667 |
| ML Safety | #13 | 2.667 | 2.667 |
Ranked from 3 ratings. Score is adjusted from raw score by the median number of ratings per game in the jam.
Judge feedback
Judge feedback is anonymous.
- This is quite an in-depth look into how a specific algorithm works in a toy model Transformer and presents great visualizations of the actual topic (though it would have been nice for them to be within the text). You show great insight into the structure and functionality of different layers and it's a generally interesting task to understand. I'd be curious to see the extension into large language models, possibly in collaboration with someone from the https://esbenkc.itch.io/tracr team!
What are the full names of your participants?
Mateusz Bagiński, Gabin Kolly
What is you and your team's career stage?
Beginner
Does anyone from your team want to work towards publishing this work later?
Maybe
Where are you participating from?
Online
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