ChatGPT is a powerful language model that can be used for a wide range of tasks and applications. Here are a few "hacks" or advanced techniques that you can use to get the most out of the model:

  1. Fine-tuning: You can fine-tune the model on a specific dataset to make it more suitable for a specific task. For example, fine-tuning the model on a dataset of customer service conversations can make it more proficient in answering customer inquiries.
  2. Prefix and continuation : You can use the prefix and continuation technique to generate text that is more coherent and contextually relevant. For example, you could provide the model with a sentence like "I am planning to visit Paris next month," and then ask it to continue the text to generate a coherent paragraph about the trip.
  3. Controlling the level of creativity and randomness: You can control the level of creativity and randomness in the model's responses by adjusting the temperature parameter. Lowering the temperature will make the model's responses more conservative and less random, while increasing the temperature will make it more creative and random.
  4. Use of Constraints: You can use constraints to restrict the model's output to a specific format or style. For example, you can use constraints to generate poetry or song lyrics.
  5. Using the model for creative writing: You can use the model's capabilities to generate creative writing, such as stories, screenplays, or even songs.
  6. Generating code: You can use the model to generate code snippets based on a given prompt. For example, you can ask the model to generate a Python function to reverse a string, or a SQL query to join two tables.
  7. Multi-turn dialogue: You can use the model for multi-turn dialogue, where the model can continue the conversation based on the previous input.

Here's an example of how you could use these hacks:

  1. To fine-tune the model on a specific dataset, you can use a tool such as Hugging Face's transformers library to fine-tune the model on a dataset of customer service conversations.
  2. To use the prefix and continuation technique, you can input a sentence such as "I am planning to visit Paris next month" and ask the model to continue the text to generate a coherent paragraph about the trip.
  3. To control the level of creativity and randomness, you can adjust the temperature parameter when calling the model. For example, you can set the temperature to 0.5 to make the model's responses more conservative and less random, or set it to 1.0 to make it more creative and random.
  4. To use constraints, you can use a tool like GPT-3 Composer Pro, which allows you to specify constraints such as poem format, song lyrics format, etc.

By using these hacks, you can take advantage of the model's capabilities and use it for a wide range of tasks and applications, such as creative writing, customer service, and code generation.

7 Chatgpt apps, hacks & extensions (thread)

https://twitter.com/LinusEkenstam/status/1611792513790283783

ChatGPT prompt hacks (18 min)

https://www.youtube.com/watch?v=QmA7S2iGBjk