Couchbase Announces GA of AI Platform with NVIDIA Integration for Agentic AI

Couchbase Announces GA of AI Platform with NVIDIA Integration for Agentic AI

SAN JOSE – Dec 10, 2025 – AI database developer platform company Couchbase today announced the general availability of Couchbase AI Services, a suite of capabilities for building and deploying...

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Personal ‘AI Supercomputer’ Runs 120B-Parameter LLMs On-Device, Tiiny AI Says

Personal ‘AI Supercomputer’ Runs 120B-Parameter LLMs On-Device, Tiiny AI Says

It’s often said that supercomputers of a few decades ago pack less power than today’s smart watches. Now we have a company, Tiiny AI Inc., claiming to have built the world’s smallest personal AI...

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Training a Tokenizer for BERT Models

Training a Tokenizer for BERT Models

This article is divided into two parts; they are: • Picking a Dataset • Training a Tokenizer To keep things simple, we'll use English text only.

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Why Decision Trees Fail (and How to Fix Them)

Why Decision Trees Fail (and How to Fix Them)

  Decision tree-based models for predictive machine learning tasks like classification and regression are undoubtedly rich in advantages — such as their ability to capture nonlinear relationships...

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From Shannon to Modern AI: A Complete Information Theory Guide for Machine Learning

From Shannon to Modern AI: A Complete Information Theory Guide for Machine Learning

  In 1948, Claude Shannon published a paper that changed how we think about information forever.

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BERT Models and Its Variants

BERT Models and Its Variants

This article is divided into two parts; they are: • Architecture and Training of BERT • Variations of BERT BERT is an encoder-only model.

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