Elith Co., Ltd. presented the sponsor award "Elith Award" at the Linguistic Society of Japan conference to the research "Influence of Formal Information in Training Data on LLM Safety during Fine-tuning" by Yuto Okuda and Masayoshi Tsuruoka (The University of Tokyo).
This research reveals that the safety of LLMs decreases as the complexity of training data formats increases, and demonstrates a trade-off with task performance through format-separated learning, highlighting the importance of balancing both safety and performance.
Elith also emphasizes the balance between safety and performance in fine-tuning LLMs for its clients, and highly values the insights from this research, selecting it for the sponsor award.
Elith will continue to work towards the widespread adoption of safe and reliable AI technology.
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About Elith Co., Ltd.
Elith Co., Ltd. is a tech company that collaborates with clients to discover challenges and co-create optimal solutions using AI. We provide a comprehensive range of services, including AI solutions for various industries such as manufacturing, finance, and healthcare, as well as consulting, development of generative AI, LLMs, and image AI, and AI education/advisory services.
Additionally, generative...
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- Source: PR Times
- Category: News