What is Prompt, context window, training cut-off?

A prompt is the text given to a language model, which it continues. The context window is the largest number of tokens the model can condition on at once, prompt and answer together. The training cut-off is the date of the latest text in the model’s training data: the model may know anything published before it and knows nothing published after it, except what the prompt tells it.