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Hace 19 horas · Do ideal and practical transformers have different types? Both ideal and practical transformers can be categorized as step-up or step-down transformers based on their voltage transformation function. However, practical transformers have additional classifications based on factors like construction and use (e.g., distribution transformers).
Hace 19 horas · As he grows and improves, Eddie is a shining example of a self-starter. Starscream, Lockdown and Megatron are among the best robot villains in the Transformers movie series.
Hace 19 horas · arXiv:2405.15712v1 Announce Type: cross Abstract: In this work, we analyze various scaling limits of the training dynamics of transformer models in the feature learning regime. We identify the set of parameterizations that admit well-defined infinite width and depth limits, allowing the attention layers to update throughout training--a relevant notion of feature learning in these models.
Hace 19 horas · arXiv:2405.15310v1 Announce Type: new Abstract: Linearization of attention using various kernel approximation and kernel learning techniques has shown promise. Past methods use a subset of combinations of component functions and weight matrices within the random features paradigm. We identify the …
Hace 19 horas · In the realm of artificial intelligence (AI) and natural language processing (NLP), advancements are happening rapidly every day. Amidst this, the emergence of GPT-5 (Generative Pre-trained Transformer 5) is garnering attention. GPT-5 represents a further evolution from its predecessor, GPT-4, delivering enhanced performance in natural conversation and text generation across various domains.
