Fashion-GPT: Integrating LLMs with Fashion Retrieval System

I Asked Chatgpt What the Next Trend Would Be

“…On how to train an AI model In the landscape of technology and fashion, weak signals such as the emergence of ChatGPT indicate a paradigm shift in the utilization of AI. ChatGPT, which operates on OpenAI's GPT-4 technology, has become a significant innovation, offering interactive dialogues through a user-friendly interface that demonstrates advanced reasoning and creative capabilities (Chen et al, 2023;Sohail et al, 2023). Initially developed from InstructGPT, this model is trained on extensive datasets, enabling it to recognize patterns and provide predictive responses.…”

“…ChatGPT's ease of use has contributed significantly to its widespread adoption (Murray et al, 2023). GPT-4's deep learning algorithm facilitates multimodal communication, which has been applied to various sectors, including aiding visually impaired individuals and improving search and retrieval processes in fashion (OpenAI, 2023c;Chen et al, 2023). The training regimen of GPT-4 incorporates vast datasets and human feedback, which helps in generating contextually relevant and factually accurate responses.…”

“…This phase ensures adherence to ethical standards and improves the model's output quality (OpenAI, 2023d). ChatGPT's conversational abilities are further enhanced through reinforcement learning, which leverages feedback to fine-tune its responses (Sohail et al, 2023;Chen et al, 2023). ChatGPT was meticulously trained to enhance its dialogue skills, and it stands alongside other LLMs like Microsoft's Bing and Google's Bard that have also made remarkable progress in recent years.…”