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Ravin Kumar

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    CodeGemma: Open Code Models Based on Gemma
    Heri Zhao
    Jeffrey Hui
    Joshua Howland
    Nam Nguyen
    Siqi Zuo
    Andrea Hu
    Christopher A. Choquette-Choo
    Jingyue Shen
    Joe Kelley
    Kshitij Bansal
    Luke Vilnis
    Mateo Wirth
    Paul Michel
    Peter Choy
    Pratik Joshi
    Ravin Kumar
    Sarmad Hashmi
    Shubham Agrawal
    Zhitao Gong
    Jane Fine
    Tris Warkentin
    Ale Hartman
    Bin Ni
    Kathy Korevec
    Kelly Schaefer
    Scott Huffman
    (2024)
    Preview abstract This paper introduces CodeGemma, a family of specialized open code models built on top of Gemma, capable of a variety of code and natural language generation tasks. We release three model checkpoints. CodeGemma 7B pretrained (PT) and instruction-tuned (IT) variants have remarkably resilient natural language understanding, excel in mathematical reasoning, while matching code capabilities of other open models. CodeGemma 2B is a state-of-the-art code completion model designed for fast code infilling and open-ended generation in latency sensitive settings. View details
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