Semiconductor Engineering

Transformers At The Edge: Efficient LLM Deployment

Since the groundbreaking 2017 publication of “Attention Is All You Need,” the transformer architecture has fundamentally reshaped artificial intelligence research and development. This innovation laid ...
Semiconductor Engineering

NPU Acceleration For Multimodal LLMs

Transformer-based models have rapidly spread from text to speech, vision, and other modalities. This has created challenges for the development of Neural Processing Units (NPUs). NPUs must now ...
Geeky Gadgets

New Meta Llama 3.2 Open Source Multimodal LLM Launches

Meta AI has unveiled the Llama 3.2 model series, a significant milestone in the development of open-source multimodal large language models (LLMs). This series encompasses both vision and text-only ...
InfoQ

Bridging Modalities: Multimodal RAG for Advanced Information Retrieval

Multimodal retrieval-augmented generation (RAG) enhances AI retrieval by integrating text, images, and structured data for deeper contextual understanding. A typical multimodal RAG pipeline consists ...