Summary of Rakutenai-7b: Extending Large Language Models For Japanese, by Rakuten Group Inc. et al.
RakutenAI-7B: Extending Large Language Models for Japanese
by Rakuten Group Inc., Aaron Levine, Connie Huang, Chenguang Wang, Eduardo Batista, Ewa Szymanska, Hongyi Ding, Hou Wei Chou, Jean-François Pessiot, Johanes Effendi, Justin Chiu, Kai Torben Ohlhus, Karan Chopra, Keiji Shinzato, Koji Murakami, Lee Xiong, Lei Chen, Maki Kubota, Maksim Tkachenko, Miroku Lee, Naoki Takahashi, Prathyusha Jwalapuram, Ryutaro Tatsushima, Saurabh Jain, Sunil Kumar Yadav, Ting Cai, Wei-Te Chen, Yandi Xia, Yuki Nakayama, Yutaka Higashiyama
First submitted to arxiv on: 21 Mar 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Machine Learning (cs.LG)
GrooveSquid.com Paper Summaries
GrooveSquid.com’s goal is to make artificial intelligence research accessible by summarizing AI papers in simpler terms. Each summary below covers the same AI paper, written at different levels of difficulty. The medium difficulty and low difficulty versions are original summaries written by GrooveSquid.com, while the high difficulty version is the paper’s original abstract. Feel free to learn from the version that suits you best!
| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary The paper introduces a suite of Japanese-oriented large language models, RakutenAI-7B, which outperforms other open-source models on Japanese Language Modeling Harness benchmarks. The suite includes foundation and instruction- as well as chat-tuned models, released under the Apache 2.0 license. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary RakutenAI-7B is a set of language models designed for Japanese text processing. It’s like having a super smart friend who can understand and generate Japanese texts. The team created this model to help improve natural language processing in Japan. |
Keywords
* Artificial intelligence * Natural language processing
