Machine Learning Mastery

Creating a Qwen-Powered Lightweight Personal Assistant

1 day ago

The

Attention May Be All We Need… But Why?

3 days ago

A lot (if not nearly all) of the success and progress made...

Creating a Secure Machine Learning API with FastAPI and Docker

4 days ago

Machine learning models deliver real value only when they reach users, and...

Zero-Shot and Few-Shot Learning with Reasoning LLMs

4 days ago

Iván Palomares Carrascosa Zero-Shot and Few-Shot Learning with Reasoning LLMs. Image by...

Automate Dataset Labeling with Active Learning

4 days ago

Kanwal Mehreen A few years ago, training AI models required massive amounts...

7 Emerging Trends in Generative AI and Their Real-World Impact

11 days ago

Generative AI continues to rapidly evolve, reshaping how industries create, operate, and...

5 Problems Encountered Fine-Tuning LLMs with Solutions

11 days ago

Fine-tuning remains a cornerstone technique for adapting general-purpose pre-trained large language models...

PyTorch Lightning Hyperparameter Optimization with Optuna

12 days ago

Advanced Techniques to Build Your RAG System

15 days ago

This post is divided into three parts; they are: • Query Expansion...

10 Python One-Liners for Machine Learning Modeling

15 days ago

Building machine learning models is an undertaking which is now within everyone’s...

Building RAG Systems with Transformers

18 days ago

This post is divided into five parts: • Understanding the RAG architecture...

Let’s Build a RAG-Powered Research Paper Assistant

19 days ago

In the era of generative AI, people have relied on LLM products...