Portfolio
CURLoRA: Stable LLM Continual Fine-tuning and Catastrophic Forgetting Mitigation
Author: Muhammad Fawi This paper introduces CURLoRA, a novel approach to fine-tuning large language models (LLMs) that leverages CUR matrix decomposition in the context of Low-Rank Adaptation (LoRA). Our method…
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Development and Validation of a Deep Learning Model for Histopathological Slide Analysis in Lung Cancer Diagnosis
A prolonged diagnosis of lung cancer can hinder effective treatment processes for cancer patients. Artificial intelligence-based models significantly impact the healthcare system; deep-learning algorithms in the diagnostic process can save…
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Struct Pie
Struct Pie (A Pie of Structures) Struct Pie is a free open source project under MIT license. The project is both a python library and a set of C shared…
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Pytholog
Pytholog (Logic Programming in Python) Python open source project under MIT License that enables using logic programming in python mimicking Prolog syntax and backtracking. The aim of the project is…
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LZHW
LZHW (Lempel-Ziv Huffman Welch) LZHW is an open source project under MIT License that consists of a python library and a command line tool. The algorithms are written in Cython,…
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Locality-Sensitive Hashing
LSHashing (Locality-Sensitive Hashing) Is an open source Python library under MIT License. Github link: https://github.com/MNoorFawi/lshashing LSHashing performs Locality-Sensitive Hashing to search for nearest neighbors in high dimensional data. For now…
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