Author: Hitesh Jethva

Hitesh Jethva is a regular contributor to the Atlantic.Net blog. With over 15 years of experience in Linux and open-source technologies, he founded Linux Buz, a website dedicated to Linux enthusiasts.

How to Train DeepSeek with Custom Knowledge Base Using LoRA on Ubuntu 24.04 GPU

Oct 14, 2025 by Hitesh Jethva

Large Language Models (LLMs), such as DeepSeek, are […]

How to Build a Multi-User Web Interface for DeepSeek with Streamlit on Ubuntu 24.04 GPU Server

Oct 13, 2025 by Hitesh Jethva

Running advanced AI models, such as DeepSeek, on […]

How to Run Jupyter Notebooks in the Browser with JupyterLite on Ubuntu 24.04 GPU server

Oct 12, 2025 by Hitesh Jethva

Jupyter notebooks are one of the most popular […]

How to Use DeepSeek R1 for Code Generation and Debugging on Ubuntu 24.04 GPU Server

Oct 11, 2025 by Hitesh Jethva

In modern software development, AI-powered tools are becoming […]

How to Find Seasonality Patterns in Time Series Using Fourier Transforms on Ubuntu 24.04 GPU Server

Oct 7, 2025 by Hitesh Jethva

Time series data often shows repeating cycles, called […]

How to Install and Use InvokeAI on Ubuntu 24.04 GPU Server

Oct 6, 2025 by Hitesh Jethva

InvokeAI is an advanced image generation toolkit built […]

Analyze Tornado Data with Python and GeoPandas on Ubuntu 24.04 GPU

Oct 5, 2025 by Hitesh Jethva

Tornadoes are among the most destructive natural disasters […]

How to Build a Linear Regression Model from Scratch on Ubuntu 24.04 GPU Server

Oct 4, 2025 by Hitesh Jethva

Linear regression is one of the most fundamental […]

A Practical Guide to Train-Test Splits in Machine Learning on Ubuntu 24.04 GPU Server

Oct 3, 2025 by Hitesh Jethva

When building a machine learning model, one of […]

How to Perform Image Classification with TensorFlow on Ubuntu 24.04 GPU Server

Oct 2, 2025 by Hitesh Jethva

Image classification is one of the most common […]

How to Train OpenCLIP Models on a Ubuntu 24.04 GPU Server

Oct 1, 2025 by Hitesh Jethva

OpenCLIP is an open-source implementation of the CLIP […]

How to Use TensorBoard to Monitor GPU Training Metrics in Real Time on Ubuntu 24.04 Server

Sep 30, 2025 by Hitesh Jethva

When you’re training deep learning models on a […]

How to Profile and Debug GPU Performance for Machine Learning Models on Ubuntu 24.04 GPU Server

Sep 29, 2025 by Hitesh Jethva

When you train machine learning models on a […]

How to Use Apache Arrow with GPU for Faster Data Loading on Ubuntu 24.04 Server

Sep 28, 2025 by Hitesh Jethva

Moving data to the GPU is often the […]

How to Train CLIP Models on a Ubuntu 24.04 GPU Server for Image-Text Matching

Sep 27, 2025 by Hitesh Jethva

Imagine typing “a cat on a windowsill” and […]

How to Train Transformers for Time Series Forecasting on a Ubuntu 24.04 GPU Server

Sep 26, 2025 by Hitesh Jethva

Time series forecasting has countless applications, from predicting […]

Autoencoders Using Keras on Ubuntu 24.04 GPU Server

Sep 25, 2025 by Hitesh Jethva

Autoencoders are a special type of neural network […]

Implementing Autoencoders from Scratch in PyTorch on Ubuntu 24.04 GPU Server

Sep 24, 2025 by Hitesh Jethva

Autoencoders are a special type of neural network […]

Deploy LLMs Like Phi-3 on Ubuntu 24.04 GPU Server Using Ollama + WebUI

Sep 23, 2025 by Hitesh Jethva

Large Language Models (LLMs) like Phi-3 are changing […]

Convert Tokenizer into a Flask API with Frontend on Ubuntu 24.04 GPU Server

Sep 22, 2025 by Hitesh Jethva

Tokenization is the first and most critical step […]

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