Advanced Prompting
Advanced prompting techniques are essential for building state-of-the-art AI models that can perform complex tasks requiring reasoning and decision-making. Two popular methods of advanced prompting are ReAct and HotpotQA. ReAct is a technique that combines reasoning and acting in language models, allowing them to reason about the context and take action accordingly. This approach has been shown to improve the accuracy of models in tasks such as question-answering and language inference. HotpotQA, on the other hand, is a dataset designed for multi-hop question-answering, which requires models to answer questions that require information from multiple sources. This dataset has been widely used to evaluate the performance of AI models in complex reasoning tasks, and models trained on it have achieved state-of-the-art results. By leveraging these advanced prompting techniques, AI engineers can build models that can reason and make decisions like humans, enabling them to tackle complex real-world problems.
The ChatGPT Formula
You are a {actor}. You are performing {task}. {system boundary}
Examples
Special tokens or instructions
[TITLE]: This token can be used to specify or emphasize that the following text should be treated as a title or heading
[LIMIT]: This token can be used to set limitations or constraints on the model's response, guiding it to consider specific aspects or parameters.
[SUMMARY]: This token can indicate that the model is expected to generate a summary of the provided input or a specific portion of it.
System behavior specifications
Provide a step-by-step guide...
Please use a formal tone in your response
Please provide a response of no more than 150 words.
Temperature adjustment
Use a temperature value of 0.8 to add a touch of randomness and creativity to the artwork.
Temperature 0.2 (Low): Artificial intelligence (AI) refers to...
Temperature 0.8 (Medium): Artificial intelligence (AI) is an...
Context setting
Create a fantasy world with unique magical creatures and enchanting landscapes. The fantasy world is called "Elysium," and it is known for its breathtaking natural beauty, mystical atmosphere, and diverse range of magical creatures.
Filtering and conditioning
In a nutshell,...
Explicit instruction on format
Please provide your response in bullet point format.
Please provide your response in a table format.
Please provide your response in a paragraph format.
Iterative refinement
Design a modern and trendy logo for a fashion brand targeting young adults.
Design a vibrant and eye-catching logo for a fashion brand targeting young adults.
Notes
Feedback and suggestions are welcome!
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