CodeGemma: Open Code Models Based on Gemma
Autor: | CodeGemma Team, Zhao, Heri, Hui, Jeffrey, Howland, Joshua, Nguyen, Nam, Zuo, Siqi, Hu, Andrea, Choquette-Choo, Christopher A., Shen, Jingyue, Kelley, Joe, Bansal, Kshitij, Vilnis, Luke, Wirth, Mateo, Michel, Paul, Choy, Peter, Joshi, Pratik, Kumar, Ravin, Hashmi, Sarmad, Agrawal, Shubham, Gong, Zhitao, Fine, Jane, Warkentin, Tris, Hartman, Ale Jakse, Ni, Bin, Korevec, Kathy, Schaefer, Kelly, Huffman, Scott |
---|---|
Rok vydání: | 2024 |
Předmět: | |
Druh dokumentu: | Working Paper |
Popis: | This paper introduces CodeGemma, a collection 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 variants. CodeGemma 7B pretrained (PT) and instruction-tuned (IT) variants have remarkably resilient natural language understanding, excel in mathematical reasoning, and match 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. Comment: v1: 11 pages, 4 figures, 5 tables. v2: Update metadata |
Databáze: | arXiv |
Externí odkaz: |