BuboGPT
🚀 Introducing BuboGPT - a cutting-edge AI tool that integrates text, image, and audio inputs for enhanced chat abilities and precise grounding of visual objects. 🤖🎨🔊 Elevate your AI capabilities with BuboGPT's multi-modal features! #AI #BuboGPT #ArtificialIntelligence
- BuboGPT is a multi-modal Large Language Model (LLM) integrating text, image, and audio inputs, known for grounding responses to visual objects.
- BuboGPT enhances chat abilities for understanding arbitrary image-audio data, whether aligned or unaligned.
- BuboGPT aligns well with pre-trained Vicuna by learning a shared representation space for text, vision, and audio inputs.
- BuboGPT employs a two-stage instruction-tuning procedure: Single-modal Pre-training and Multi-Modal Instruct Tuning.
- The training procedure of BuboGPT involves connecting different modality Q-Formers with pre-trained Vicuna using a simple projection matrix.
- BuboGPT's architecture facilitates fine-grained relations between different visual objects and modalities.
- The model demonstrates precise grounding of textural words or phrases with image regions and informative audio descriptions covering all acoustic parts.
- BuboGPT excels in aligned and arbitrary audio-image understanding, providing high-quality responses based on the input modality pairs.