Open Source AI Project

LLMDrift

LLMDrift is a research project that explores the declining performance of GPT 3.5 and GPT 4 models.

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LLMDrift is a project that delves into an observed trend where the performance levels of two specific iterations of Generative Pre-trained Transformers, namely GPT 3.5 and GPT 4, are seen to diminish over time. Situated on the popular code hosting platform GitHub, the initiative aims to dissect and analyze the factors contributing to this decline in efficacy. A significant part of its focus is on the economic aspects of operating and enhancing these complex AI constructs. By examining how the financial demands of sustaining large-scale language models impact their performance, LLMDrift endeavors to uncover insights that could pave the way for the creation of AI systems that are not only more advanced but also more economically viable to maintain in the long run. The project is positioned as a critical piece of research for the AI community, as it addresses the pressing need to balance technological progression with cost-effectiveness, ensuring the sustainable development of future AI models.

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