Tutorials

Language model alignment has become a pivotal technique in making language technologies more user-centric and effective across different languages. Traditionally, aligning these models to mirror human preferences requires extensive, language-specific data, which is not always available,...
In today's digital age, the efficiency and reliability of networks, whether they are telecommunications frameworks or urban traffic systems, are pivotal. Artificial Intelligence (AI) is crucial in enhancing these networks through predictive maintenance and advanced traffic...

An Introduction to Saliency Maps in Deep Learning

The use of deep learning in machine learning has revolutionized the way visual problems are addressed. Elements like convolutional neural networks (CNN) have become...

Top Trending Machine Learning (ML) Algorithms To Learn In 2022

Artificial Intelligence is rapidly becoming the present and future of technology. Machine learning algorithms have been created to handle challenging real-world situations. These algorithms...

Introduction to Generalised Additive Models (GAMs)

Linear models are considered multi-purpose since they may be fine-tuned in a variety of ways to adapt to a variety of circumstances and data...

A Deep Dive of Working With Lists in Python: Indexing and Slicing

Accessing items in a list (and other iterables such as tuples and strings) is a fundamental ability for Python programmers, and many Python tools...

Logistic Regression With A Real-World Example in Python

In this tutorial, you will learn Python Logistic Regression. Here you’ll know what exactly is Logistic Regression and you'll also see an Example with...

Introduction to K-means Clustering

What is clustering? What is k-means? This article will answer these questions. Apart from all this, we will also learn more about K-means...

Optimizers In Keras Part – 2

In this article, we will look forward to the rest of the optimizers available in Keras, i.e., Adadelta, Rmsprop, and ADAM.Rmsprop:Like Adagrad, it also...

Optimizers in Keras Part – 1

You have heard of an optimization technique named Gradient Descent. Now, suppose you are dealing with a massive dataset having one million data points....

Introduction to Naive Bayes Classifiers

Naive Bayes is a term that is used for classification algorithms that are based on Bayes Theorem. It is a simple yet effective and...

Backpropagation in Neural Networks

Do you know how a neural network trains itself to do some job? How does it learn? In this article, we will see the...

Understanding Attention mechanism and Machine Translation Using Attention-Based LSTM (Long Short Term Memory) Model

First, let us understand why an Attention Mechanism made machine translation easy. Previously encoder-decoder models were used for machine translation. The encoder-decoder model contains...

Gradient Descent Optimization Technique In Machine learning

Optimization in machine learning is the process of updating weights and biases in the model to minimize the model's overall loss. While backpropagating in...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

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Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

Finally, the Wait is Over: Meta Unveils Llama 3, Pioneering a New Era in...

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Meta has revealed its latest large language model, the Meta Llama 3, which is a major breakthrough in the field of AI. This new model is not just...

TrueFoundry Releases Cognita: An Open-Source RAG Framework for Building Modular and Production-Ready Applications

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The field of artificial intelligence is rapidly evolving, and taking a prototype to production stage can be quite challenging. However, TrueFoundry has recently introduced a new...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

WizardLM-2: An Open-Source AI Model that Claims to Outperform GPT-4 in the MT-Bench Benchmark

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A team of AI researchers has introduced a new series of open-source large language models named WizardLM-2. This development is a significant breakthrough in...

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