One is 1- Analyzing Activations of Numerical Words vs Digits
Extensive research in mechanistic interpretability has showcased the effectiveness of a multitude of techniques for uncovering intriguing circuit patterns. We utilize these techniques to compare similarities and differences among analogous numerical sequences, such as the digits “1, 2, 3, 4”, the words “one, two, three, four”, and the months “January, February, March, April”. Our findings demonstrate preliminary evidence suggesting that these semantically related sequences share common activation patterns in GPT-2 Small.
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Mikhail L
ML
View the video presentation:
https://vimeo.com/845782152?share=copy
Hackathon
Hackathon
Interpretability
Jam site
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Virtual
Anonymous
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