Complex model architectures, demanding runtime computations, and transformer-specific operations introduce unique challenges.

This work proposes an SNN-based encoder-decoder model to improve the recognition performance of AER objects. An STDP-based locally connected spiking neural network (LC-SNN) is proposed as an encoder ...

Large language models evolved alongside deep-learning neural networks and are critical to generative AI. Here's a first look, including the top LLMs and what they're used for today.

NVIDIA's TensorRT-LLM now supports encoder-decoder models with in-flight batching, offering optimized inference for AI applications. Discover the enhancements for generative AI on NVIDIA GPUs.

But the question is better posed – of higher quality with less data – by including both image and text. Multimodal LLMs contain an encoder, LLM, and a “connector” between the multiple modalities. The ...

Selector AI’s network-specific language model is a fine-tuned version of LLama optimized to understand networking concerns.