Chat GPT Latest Seminar Topics 2023
Chat GPT Latest Seminar Topics 2023 for IT professional and students.
History of chat GPT
ChatGPT is a language model developed by OpenAI. It is based on the GPT (Generative Pre-trained Transformer) model architecture and was first introduced in 2018. The model was trained on a large dataset of internet text, allowing it to generate human-like text when prompted with a given prompt or task.
The model was fine-tuned on a wide range of natural language processing (NLP) tasks and has been used in various applications, such as language translation, text summarization, and question answering.
The model has been through several versions with increasing size and performance, with the latest version GPT-3 being released in June 2020.
How Chat GPT Works
ChatGPT, like other language models, uses a type of neural network called a transformer to generate text. The transformer architecture, first introduced in the paper “Attention Is All You Need,” allows the model to efficiently process input sequences of any length.
When ChatGPT is given a prompt or task, it uses the transformer architecture to generate a probability distribution over the vocabulary of possible next words. The model then selects the word with the highest probability and uses it to generate the next word, and so on. In this way, the model generates a sequence of words that is likely to be grammatically and semantically coherent with the input prompt.
ChatGPT is pre-trained on a massive dataset of internet text, which allows it to understand the context and meaning of a given prompt. This pre-training allows ChatGPT to generate highly coherent and realistic text even when the input prompt is short or incomplete.
The model can be fine-tuned on a specific task or dataset to improve its performance on that task. For example, fine-tuning ChatGPT on a dataset of conversational text would make it better at generating responses in a conversation.
Overall, ChatGPT is a powerful tool for a wide range of natural language processing tasks, including language translation, text summarization, and question answering.
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