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langModels

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Supported Response Area Types

This evaluation function is supported by the following Response Area components:

  • MATRIX
  • NUMBER
  • BOOLEAN
  • TEXT
  • TABLE
  • MULTIPLE_CHOICE
  • EXPRESSION
  • NUMERIC_UNITS
  • CODE
  • ESSAY
  • LIKERT
  • MATH_SINGLE_LINE
  • MATH_MULTI_LINES

A series of language models that students can run for inference to explore their performance.

Created from scratch with just a neural network for modeling data from a sine wave. This is to ensure the software all works in integration tests. Following that, more models will be added (Shannon ngrams (letters); Shannon ngrams (words); Bengio neural network model of language with a small context window; basic transformer models; larger transformer models; external LLMs).