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# πŸ¦™ LLaMA 3 8B LoRA Fine-Tuning: Customer Support Chatbot
This project demonstrates how to fine-tune [Meta-LLaMA-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) using LoRA (Low-Rank Adaptation) on a customer support dataset. The result is a lightweight, domain-specific LLM that can assist with FAQs and support queries.
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## πŸš€ Project Overview
| Feature | Description |
|------------------|-----------------------------------------------------|
| 🧠 Base Model | Meta-LLaMA-3-8B-Instruct |
| πŸ”§ Method | LoRA fine-tuning (PEFT) |
| πŸ—ƒοΈ Dataset | Custom JSONL customer service dataset |
| 🧰 Libraries | HuggingFace Transformers, Datasets, PEFT, BnB |
| πŸ–₯️ Platform | Local GPU (RTX 4060 Ti) + HuggingFace CLI Support |
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## πŸ“ Directory Structure