Portfolio
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…
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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…
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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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