Uses of AI text bot.pdf

Uses of AI text bot.pdf

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  ChatGPT Sreenivas R 19PW41
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  Introduction 1 Millionusers in 1 Week
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  ● OpenAI isa research organization that focuses on developing artificial intelligence (AI) technologies with the goal of advancing the field of AI and promoting its safe and responsible use. ● The company was founded in 2015 by a group of entrepreneurs and researchers, including Elon Musk and Sam Altman, with the goal of promoting and advancing the development of AI in a way that is safe and beneficial to humanity.
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  ● GPT-3 (shortfor "Generative Pre-training Transformer 3") is a language generation model developed by OpenAI. ● It is trained on a massive amount of data and is able to generate human-like text in a variety of languages and styles.
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  ● It isa large, deep neural network that has been trained on a massive amount of data in order to generate human-like text. ● The model is called "generative" because it is able to generate new text that is similar in style and content to the training data, and "pre-training" because it is typically trained on a large dataset first and then fine-tuned on a smaller dataset for a specific task.
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  How ChatGPT works Transformer-based language modeling Thisinvolves breaking the input text into small chunks called tokens, which are then processed by an encoder and a decoder
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  The encoder convertsthe input tokens into a numerical representation, called an embedding, which captures the meaning and context of the input. This embedding is then passed through a series of transformer layers, which use self-attention mechanisms to learn the relationships between the input tokens. The decoder takes the output of the transformer layers and generates the output text one token at a time, using the previously generated tokens to predict the next token in the sequence. This process is repeated until the desired length of output is reached.
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  ● One ofthe key features of GPT is its ability to "understand" the context of the text it is generating and use that context to generate more coherent and realistic text. ● For example, if given a prompt about a specific topic, GPT will be able to generate text that is relevant to that topic and uses appropriate language and style for the context.
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  ● Virtual assistant ●Customer service chatbots ● Language translation chatbots ● Education and training ● Content Generation Applications of ChatGPT
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  https:/ /www.engraved.blog/building-a -virtual-machine-inside/
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  Twitter user AlexCohen demonstrates a ChatGPT instruction that can create a weight loss plan with calorie goals, meals, and grocery and exercise plans. The AI system considers the user’s height, weight, age, and gender.
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  Advantages: ● Ability togenerate human-like text ● Real-time response ● Versatility Disadvantages: ● Dependence on large amounts of data ● Limited ability to understand context ● Potential for bias Advantages and limitations of ChatGPT
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  Fine-tuning of ChatGPT Justify youreffort to try to solve the problem. Highlight the pain points of the current solution or how customers deal with not having a solution to the problem.
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  ● Use asmaller version of ChatGPT ● Use labeled or unlabeled data ● Experiment with different hyperparameters ● Monitor performance
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  Conclusion Will beMonetised in future.
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  Questions?
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  References ● https://chat.openai.com/chat