Shypd.aiThe largest open index of AI toolskan-gpt is an Open Source & Models tool that provides a PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling. It offers an open-source framework for researchers and developers to experiment with advanced language models.
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kan-gpt is an open-source project offering a PyTorch implementation of Generative Pre-trained Transformers (GPTs) integrated with Kolmogorov-Arnold Networks (KANs) for language modeling. This tool provides a flexible framework for researchers and developers to explore and experiment with novel neural network architectures in the context of large language models. Key features include the ability to train and prompt models, with usage examples provided for easy adoption. It supports various datasets like Tiny Shakespeare, MNIST, and WebText, and allows for comparison between KAN-GPT and traditional MLP-GPT models. The project is actively developed with a clear roadmap for future enhancements, including integration with minGPT and pykan, improved dataset parsing, and comprehensive testing.
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