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Understanding and Improving Transformer Internal Dynamics

Current methods for analyzing Transformer behavior focus on static metrics, missing dynamic behaviors crucial for understanding stability and correctness. There is a need to look beyond perplexity and output confidence to internal trajectory dynamics.

Computing & Technology, Computer Science, Machine Learning