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

DeepSeek can't generate images from a chatbot. To use DeepSeek to generate images, you will have to use Janus-Pro. Check this ...

To overcome this limitation, we present a simple but effective multimodal DL baseline by following a deep encoder–decoder network architecture, EndNet for short, for the classification of ...

By integrating visual and textual data, VLMs have driven advancements in multimodal reasoning ... foundation model featuring a 532 M-parameter vision encoder and a 20 B-parameter Mixture-of-Experts ...

In this project, we delve into the usage and training recipe of leveraging MoE in multimodal LLMs. We propose CuMo, which incorporates Co-upcycled Top-K sparsely-gated Mixture-of-experts blocks into ...

Abstract: To address the issues of severe information loss and suboptimal fusion effects in multimodal feature extraction and ... The network employs an encoder-decoder structure, where the image ...

Wonder what is really powering your ChatGPT or Gemini chatbots? This is everything you need to know about large language ...

April 21, 2022-- Xylon has just revealed two new IP products for lossless and on-the-fly MJPEG video compression and decompression. New logiJPGE-LS and logiJPGD-LS IP cores from the logicBRICKS by ...