Valley2: Exploring Multimodal Models with Scalable Vision-Language Design

Valley2 is a multimodal language model designed for e-commerce and short video applications, achieving strong performance across tasks like image captioning and video understanding. It leverages curated datasets with multimodal inputs and domain-specific benchmarks, along with features like a large visual vocabulary, convolutional adapters, and the Eagle Module, to handle diverse inputs efficiently. CoT post-training further enhances its reasoning capabilities.