Deep Learning
7 articles
What Is Neural Style Transfer in Generative AI?
Autonomous vehicle systems now train on driving footage augmented with various weather styles, thanks to Neural Style Transfer.
NPU vs. GPU: Choosing the Right AI Accelerator for ML in 2026
The AI accelerator market is projected to surpass $600 billion by 2033, yet no single chip dominates, with NPUs outperforming GPUs by 3.
What is Latent Space in Generative AI and Why Does It Matter?
Stable Diffusion, the text-to-image model we all love, crafts stunning visuals.
AI Explained: The Rise of Advanced AI and Deep Learning
Some of the most advanced AI models now learn from video and audio, not just text, pushing their capabilities closer to human-like understanding.
How Do Masked Diffusion Models Work in Generative AI?
Masked diffusion models (MDLM) now approach the perplexity of established autoregressive language models within 15-25%.
Researchers benchmark instruction-tuned LLMs using FP8, GPTQ, and SmoothQuant
FP8 quantization slashes the memory footprint of 70B-class open-weight models, maintaining accuracy within 0.
NVIDIA unveils NVFP4 4-bit pretraining methodology for efficient AI
NVIDIA has successfully pretrained a 12-billion-parameter Mamba-Transformer model on 10 trillion tokens using a new 4-bit precision method.