Abstract: The rapid growth of large language models demands unprecedented memory capacity and bandwidth, driving the need for innovative memory architectures. While HBM technology continues to advance ...
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.
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