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Example of a Sequence of Predicted Future Values
For example, the terms and represent the predicted values for the 4th and 5th future time steps, respectively, relative to the current time step . This notation is commonly used to represent specific sequence outputs in time-series forecasting and text generation tasks.
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Ch.5 Inference - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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Example of a Sequence of Predicted Future Values
An automated system is monitoring a factory machine's temperature. The current time step is recorded as
$i=100$. The system uses a model to forecast the temperature for the next four time steps. Which of the following correctly represents the sequence of these four forecasted temperatures?Interpreting Model Output
A forecasting model produces the term as part of its output. Match each component of this notation to its correct description.
Evaluation Model for Predicted Sequences
Function of a Sequence Notation ()
Learn After
A financial model is used to predict a company's daily stock price. If today (Monday) is represented by the time step , which of the following correctly represents the model's predicted stock price for Thursday of the same week?
Correcting a Forecast Notation Error
Match each mathematical notation with its correct description, assuming '' represents the current time step.