Fine-Tune Your Own Llama 2 Model LOCALLY in a Colab Notebook
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Aug 8, 2023 - Jupyter Notebook
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qlora
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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
Colab notebook for finetuning Microsoft's Phi-2-3B LLM for solving mathematical word problems using QLoRA
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Apr 5, 2024 - Jupyter Notebook
The LLM FineTuning and Evaluation project 🚀 enhances FLAN-T5 models for tasks like summarizing Spanish news articles 🇪🇸📰. It features detailed notebooks 📚 on fine-tuning and evaluating models to optimize performance for specific applications. 🔍✨
python nlp machine-learning natural-language-processing text-generation pytorch fine-tuning ppo transformer-models ethical-ai llm parameter-efficient-tuning prompt-engineering rlhf flan-t5 qlora tinyllama
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Oct 2, 2024 - Jupyter Notebook
This repository contains experiments on fine-tuning LLMs (Llama, Llama3.1, Gemma). It includes notebooks for model tuning, data preprocessing, and hyperparameter optimization to enhance model performance.
python adapter transformer llama lora stf gemma fine-tuning colab-notebook dpo huggingface llm qlora peft-fine-tuning-llm unsloth
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Nov 6, 2024 - Jupyter Notebook
This repository contains a notebook for fine-tuning the meta-llama/Llama-3.2-3B-Instruct (or any other generative language models) model using Quantized LoRA (QLoRA) for sentiment classification on the Arabic HARD dataset.
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Jan 16, 2025 - Jupyter Notebook
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