peft
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This repository contains notebooks and resources related to the Software Development Group Project (SDGP) machine learning component. Specifically, it includes two notebooks used for creating a dataset and fine-tuning a Mistral-7B-v0.1-Instruct model.
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Mar 21, 2024 - Jupyter Notebook
In this project, I have provided code and a Colaboratory notebook that facilitates the fine-tuning process of an Alpaca 3B parameter model originally developed at Stanford University. The model was adapted using LoRA to run with fewer computational resources and training parameters and used HuggingFace's PEFT library.
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Jul 9, 2023 - Jupyter Notebook
Implementation for the different ML tasks on Kaggle platform with GPUs.
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May 25, 2024 - Jupyter Notebook
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Feb 15, 2023 - Jupyter Notebook
In this project, I have provided code and a Colaboratory notebook that facilitates the fine-tuning process of an Alpaca 350M parameter model originally developed at Stanford University. The model was adapted using LoRA to run with fewer computational resources and training parameters and used HuggingFace's PEFT library.
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Updated
Jul 9, 2023 - Jupyter Notebook
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