NLP Archives - IntelliTechTribe

Mixture of Experts (MoE): A Comprehensive Guide in Deep Learning

TL;DR Q 1. What is a Mixture of Experts (MoE)? MoE is a neural network design that splits a model into many expert subnetworks, each specialized on different inputs. It…

Asad iqbal May 9, 2025deep learning, machine learning, NLP

Machine learning

Softmax Activation Function Explained: Converting Scores to Probabilities

TL;DR Q 1. What is the Softmax activation function? Softmax Activation Function takes a vector of raw neural network scores (logits) and turns them into a probability distribution over classes.…

Asad iqbal May 7, 2025computer vision, deep learning, Genai, machine learning, NLP

Machine learning

Top Open-Source LLMs for 2025

Large Language Models (LLMs) Businesses have increasingly adopted AI solutions, including AI text generation tools that use powerful large language models (LLMs). Over the past few years, a multitude of…

Ali Raza April 7, 2025deep learning, Genai, machine learning, NLP

Machine learning

What is Model Context Protocol: Everything You Need to Know About the MCP

The integration of artificial intelligence (AI) into various applications has become both a necessity and a challenge. Traditional methods often include custom integrations, resulting in inefficiencies and security issue vulnerabilities.…

Asad iqbal March 14, 2025deep learning, Genai, machine learning, NLP