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Structural Components of a Simple Prompt
A simple prompt can be formally structured as a combination of two key elements: an instruction, denoted by 'c', which specifies the task, and a user input, denoted by 'z', which provides the context or data for the task.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Related
Prompt Tuning
The Power of Scale for Parameter-Efficient Prompt Tuning
Basic Workflow of Prompt
Prompt Decomposition
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
Example of a Complete Prompt for Machine Translation
Importance of Prompting for Response Quality
Prompting as a Conditional Probability Task
Constraining LLM Predictions to a Predefined Label Set
Prompt Ensembling
Structural Components of a Simple Prompt
Input Embeddings in LLMs
Input Token Sequence in Language Models
Varied Usage of the Term 'Prompt' in Literature
Definition of Prompting
A user provides the following text to a language model: 'Summarize the key points of the following article in three bullet points. Article: [Text of a long article follows here...]'. The model then generates a three-point summary. Based on the formal definition of how these models process information, which of the following best describes the 'prompt' in this interaction?
Analyzing the Components of a Model Input
Classification via Cloze Task Reframing
A language model is given the input text, 'Translate the following sentence to French: The cat is on the mat.' The model's objective is to generate the most likely sequence of words that completes this task. According to the formal, probabilistic definition of how these models operate, what is the fundamental role of the input text?
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Formula for a Simple Prompt
Deconstructing a Model's Input
Analyze the following prompt provided to a language model: 'Summarize the key points of the following text: Artificial intelligence is a branch of computer science that aims to create machines capable of intelligent behavior.' Which option correctly identifies the two primary structural components of this prompt?
Diagnosing a Flawed Prompt