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- W4376167434 abstract "Language models are not accurate in numerical problems. Their architecture does not allow for anything less than a probabilistic next word. This paper introduces ComputeGPT: an approach of creating a chat model able to answer computational problems through running on-demand code. ComputeGPT converts each question to relevant code, runs the code, and returns the computed answer as part of the chat. We combine this approach with a local browser-based Python interpretation and fine-tuned prompts in order to achieve state-of-the-art efficiency on numerical problems and provide a suitable front-end and safe environment for the code to be executed in." @default.
- W4376167434 created "2023-05-12" @default.
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- W4376167434 date "2023-05-08" @default.
- W4376167434 modified "2023-10-01" @default.
- W4376167434 title "ComputeGPT: A computational chat model for numerical problems" @default.
- W4376167434 doi "https://doi.org/10.48550/arxiv.2305.06223" @default.
- W4376167434 hasPublicationYear "2023" @default.
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