POSITAL’s new IXARC safety and redundant multiturn kit encoders provide compact, cost-efficient and highly reliable solutions ...

Penguin-VL is a compact vision-language model family built to study how far multimodal efficiency can be pushed by redesigning the vision encoder, rather than only scaling data or model size.