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…
Gradient Scaling: Improve Neural Network Training Stability
Gradient Clipping: A Key To Stable Neural Networks
PromptWizard: LLM Prompts Made Easy
PromptWizard addresses the limitations of manual prompt engineering, making the process faster, more accessible, and…
DSPy: A New Era In Programming Language Models
What is DSPy? Declarative Self-improving Python (DSPy) is an open-source python framework [paper, github] developed…
Large Concept Models (LCM): A Paradigm Shift in AI
Large Concept Models (LCMs) [paper] represent a significant evolution in NLP. Instead of focusing on…