The technology landscape for 2024 is brimming with innovation, focusing on enhancing efficiency, sustainability, and the digital experience. From breakthrough technologies identified by MIT Technology […]
Category: AI
Embracing Efficiency and Adaptability in LLM Training: The Future of PEFT and LoRA
Introduction: Large Language Models (LLMs) like GPT (Generative Pre-trained Transformer) have revolutionized the field of natural language processing (NLP). These models have an extraordinary ability […]
A Robustly Optimized BERT Pretraining Approach hands on using Python
ROBERTa stands for “A Robustly Optimized BERT Pretraining Approach.” This is a model created by Facebook’s AI team, and it’s essentially an optimization of BERT […]
Understanding the BERT Model
BERT, which stands for Bidirectional Encoder Representations from Transformers, has revolutionized the world of natural language processing (NLP). Developed by researchers at Google in 2018, […]
Large Language Models: History, Current Works, and Research Areas
Introduction Large Language Models (LLMs) have emerged as cornerstones of modern Natural Language Processing (NLP). From early statistical models to the sophisticated deep learning architectures […]
Fine-tuning GPT-3’s LLM Model with PEFT on Elasticsearch Data using Python
OpenAI’s GPT-3, particularly its LLM (Language Model) variant, has been a game-changer in the world of natural language processing. Many companies and individual developers are […]
Paving the Path to Tomorrow’s Innovations
The world of technology is ever-evolving, with new inventions reshaping our reality at a pace previously unimagined. Machine Learning (ML), a subset of artificial intelligence […]
Large Language Models (LLMs) with Python
Language models have revolutionized natural language processing (NLP) by providing state-of-the-art performance on a wide range of language-related tasks. Large Language Models (LLMs) like GPT-3 […]
Unveiling the Depths of Deep Learning
Introduction:In an exploration that goes beyond the conventional, we delve into the fascinating realm of deep learning—a distinctive facet of machine learning and artificial intelligence. […]
Train YOLOv8 on Custom Data?
YOLOv8đŸ”¥has been released by Ultralytics on (10th, Jan 2023). It has provided advancements in computer vision that have brought about a massive novelty in the […]