What Is GPT? A Beginner’s Guide To Generative Pre-trained Transformers
Generative Pre-trained Transformer (GPT) models have pushed the boundaries of NLP, enabling machines to understand…
Continuous Learning for Models in Production: Need, Process, Tools, and Frameworks
Organizations are deploying ML models in real-world scenarios where they encounter dynamic data and changing…
Multi-modal Transformers: Bridging the Gap Between Vision, Language, and Beyond
The exponential growth of data in diverse formats—text, images, video, audio, and more—has necessitated the…
ML Model Quantization: Smaller, Faster, Better
As machine learning models grow in complexity and size, deploying them on resource-constrained devices like…
NVIDIA Cosmos: A Platform for Building World Foundation Models
NVIDIA Cosmos is a platform that empowers developers to construct customized world models for physical…
World Foundation Models: A New Era of Physical AI
World foundation models (WFMs) bridge the gap between the digital and physical realms. These powerful…
Knowledge Distillation: Principles And Algorithms
The sheer size and computational demands of large ML models, like LLMs, pose significant challenges…
TabPFN: A Foundation Model for Tabular Data
Tabular data, the backbone of countless scientific fields and industries, has long been dominated by…
T5: Exploring Google’s Text-to-Text Transformer
Developed by researchers at Google Research, T5 (Text-to-Text Transfer Transformer) [paper] employs a unified text-to-text…
Phi-4: A Powerful Small Language Model Specialised in Complex Reasoning
Microsoft has released Phi-4, designed to excel in mathematical reasoning and complex problem-solving. Phi-4, with…
BERT Explained: A Simple Guide
BERT (Bidirectional Encoder Representations from Transformers), introduced by Google in 2018, allows for powerful contextual…
SmolAgents: A Simple Yet Powerful AI Agent Framework
SmolAgents is an open-source Python library developed by Hugging Face for building and running powerful…
AI Agents: A Comprehensive Overview
AI agents represent a significant advancement in AI, signifying a shift from AI systems that…
Pruning of ML Models: An Extensive Overview
Large ML models often come with substantial computational costs, making them challenging to deploy on…