<ul data-eligibleForWebStory="false"><li>Phi-3-Vision, a multi-modal LLM, excels in various areas but faces challenges in high-level reasoning tasks and occasionally generates ungrounded outputs, posing reliability concerns in sensitive fields like finance.</li><li>Safety measures post-training have improved but Phi-3-Vision struggles to avoid providing answers to harmful or sensitive questions, highlighting a trade-off between helpfulness and harmlessness.</li><li>Future plans involve integrating more reasoning-focused and hallucination-related DPO data into post-training to address the identified limitations.</li></ul>

Confronting Multimodal LLM Challenges: Reasoning Gaps and Safety Trade-offs in Phi-3-Vision

Discover more