The NExT Research Center at the National University of Singapore (NUS) recently open-sourced NExT-GPT, an "any-to-any" multi-modal large language model (LLM) that can handle text, images ...

The difference can be easily discerned by using any Unicode encoder/decoder ... could be used the same way as white text to inject secret prompts into LLM engines. A POC Goodside demonstrated ...

that can decode scrambled text, answer science questions with better accuracy than PhD holders and perform other complex tasks. The LLM series better-known by it code name Strawberry, comprises ...

Visual examples from ... of tokens (basically text) that the LLM can understand. The Kosmos-1 paper describes this in more detail: ... An embedding module is used to encode both text tokens ...

Transformer-based models have rapidly spread from text ... encoder, LLM, and a “connector” between the multiple modalities. The LLM is typically pre-trained. For instance, LLaVA uses the CLIP ViT-L/14 ...