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Do llamas work in english? on the latent language of multilingual transformers
We ask whether multilingual language models trained on unbalanced, English-dominated
corpora use English as an internal pivot language—-a question of key importance for …
corpora use English as an internal pivot language—-a question of key importance for …
Universal neurons in gpt2 language models
A basic question within the emerging field of mechanistic interpretability is the degree to
which neural networks learn the same underlying mechanisms. In other words, are neural …
which neural networks learn the same underlying mechanisms. In other words, are neural …
How truncating weights improves reasoning in language models
In addition to the ability to generate fluent text in various languages, large language models
have been successful at tasks that involve basic forms of logical" reasoning" over their …
have been successful at tasks that involve basic forms of logical" reasoning" over their …
Progressive distillation induces an implicit curriculum
Knowledge distillation leverages a teacher model to improve the training of a student model.
A persistent challenge is that a better teacher does not always yield a better student, to …
A persistent challenge is that a better teacher does not always yield a better student, to …