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explosion.ai | ||
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justinhj.github.io
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| | | | | [AI summary] The user has provided a detailed explanation of implementing the BPE (Byte Pair Encoding) algorithm for tokenization, focusing on the challenges and considerations involved in the process. They describe the use of different conflict resolution strategies, such as first occurrence and lexicographical ordering, and discuss the optimization techniques applied to improve performance, including incremental frequency counting and efficient data structures. The user also outlines future directions for the project, such as porting to Zig, exploring other tokenization algorithms, and optimizing encoding/decoding steps. The response highlights the complexity of working with C++ and the benefits of using modern C++ practices while emphasizing the importanc... | |
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ines.io
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| | | | | I'm a software developer working on Artificial Intelligence and Natural Language Processing technologies, and the co-founder and CEO of Explosion, makers of the popular NLP library spaCy and Prodigy, a modern annotation tool for machine learning. | |
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jaykmody.com
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| | | | | Implementing a GPT model from scratch in NumPy. | |
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www.moxleystratton.com
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