LLM personas
LLMs utilize a compression of the knowledge available on the internet. By fine-tuning this compressed knowledge, we can create models that excel at specific tasks.
- Models like ChatGPT are fine-tuned for conversational interactions, with the model playing the role of a helpful assistant.
- Prompting is an effective way to invoke an persona in an assistant LLM.
Prompt: please describe large language models to me in 3 sentences
(GPT-4): Large language models (LLMs) like ChatGPT are advanced AI systems trained on vast amounts of text data to generate human-like responses to textual inputs. (...) These models use techniques from deep learning, specifically transformer architectures, to understand and produce text contextually, adapting their responses based on the input they receive.
Prompt: As a kindergarten teacher, please describe large language models to me in 3 sentences
(GPT-4): Large language models are like very smart robots that can read and write. They learn by studying a huge amount of books, articles, and websites to understand and use language just like people do. They can help answer questions, write stories, and even explain things in different ways depending on who they're talking to!