A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.

integrating an image encoder and a multi-modality encoder-decoder. This enables the model to handle various vision tasks, without requiring task-specific architectural modifications . “ ...

It employs a vision transformer encoder alongside a large language model (LLM). The vision encoder converts images into tokens, which an attention-based extractor then aligns with the LLM.

At the 2010 NAB Show, HaiVision will launch its latest MAKITO decoder, an H.264 decoder that supports video up to 1080p60. When paired with the MAKITO HD H.264 encoder, this system provides ...