The Japanese Language Capabilities of 'OSS LLMs' Gaining Attention in Business
In recent years, there has been a growing trend toward utilizing open-source software (OSS) "Large Language Models" (LLMs) for business operations within companies. Many engineers are particularly interested in their performance due to the advantage of being able to manage data in-house.
According to recent technical blog validations, the latest OSS LLMs have made significant progress in their Japanese language processing capabilities. While Japanese was previously considered to have lower accuracy compared to English, it has been reported that improvements in the models are bringing them closer to a practical level.
On the other hand, running these models requires computational resources such as high-performance GPU memory. The engineers who conducted the validations have analyzed in detail the techniques for efficiently running models even in limited environments, as well as the differences in the naturalness of Japanese across various models.
Moving forward, it is expected that OSS LLMs will become a key option for companies looking to streamline operations while keeping costs down. With the evolution of technology, it is anticipated that Japanese-capable AI will be utilized in an increasing number of workplaces.