The Llama series of models from Meta

Meta’s most popular LLM series is Llama. Llama stands for Large Language Model Meta AI. They are open-source models. Llama 3 was trained with fifteen trillion tokens. It has a context window size of ...
IEEE

INVNET Inverted TimesNet for Multivariate Time Series Forecasting

Abstract: Recent studies have revealed that TimesNet, a widely used task-generalized time series model, does not exhibit significant advantages when handling multivariate input sequences, and its ...
IEEE

Physics-Informed LSTM-Based Time-Series Forecasting Model for Power Transformers

Abstract: The complexity of data and limited model generalization significantly hinder prediction accuracy. A physics-informed long short-term memory model with adaptive weight assignment (PILSTM-AWA) ...