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Overview
Minimatech _. Hi, I am Muhammad (Noor) Fawi a Data Scientist and AI Researcher. Here I try to actively contribute to the AI and data science community through open-source projects, research, and tutorials.
News
CURLoRA: Stable LLM Continual Fine-tuning and Catastrophic Forgetting Mitigation
CURLoRA: Leveraging CUR Matrix Decomposition for Stable LLM Continual Fine-Tuning and Catastrophic Forgetting Mitigation Muhammad Fawi This paper introduces CURLoRA, a novel approach to fine-tuning large language models (LLMs) that leverages CUR matrix de
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Development and Validation of a Deep Learning Model for Histopathological Slide Analysis in Lung Cancer Diagnosis
Muhammad Fawi Abstract Lung cancer is the leading cause of cancer-related deaths worldwide. Two of the crucial factors contributing to these fatalities are delayed diagnosis and suboptimal prognosis. The rapid advancement of deep learning (DL) approaches
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A Deep Dive Into Low-Rank Adaptation (LoRA)
Introduction In the evolving landscape of large language models (LLMs) and the almost infinite number of use cases that they can help in, the ability to fine-tune them efficiently and effectively stands out as a challenge especially with both limited reso
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Fine-Tuning BERT for Sentiment Analysis
Introduction Using a pre-trained Language Model like BERT (Bidirectional Encoder Representations from Transformers), we can leverage contextual embeddings to enhance the ability to understand and analyze natural language text. This blog will look into the
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Building Recommendation System with Deep Reinforcement Learning and Neo4j
Introduction In this tutorial We will be building a movie recommendantion enine leveraging a blend of graph-based machine learning and deep reinforcement learning (DRL). This post details an approach using Neo4j graph embeddings, generated through Node2Ve
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