---
license: apache-2.0
datasets:
- thaslimthoufica/thoufica_final_dataset
language:
- en
- ta
base_model:
- unsloth/Meta-Llama-3.1-8B-bnb-4bit
---
# English to Tamil Colloquial Translator 🚀  
Fine-tuned LLaMA 3.1 8B Model for Spoken Tamil Translation  

## 🌟 Overview  
This project fine-tunes the `unsloth/Meta-Llama-3.1-8B-bnb-4bit` model using LoRA adapters to translate English sentences into **Tamil colloquial (spoken) language**.  

## 🔥 Features  
- Uses **LoRA-based fine-tuning** to efficiently train a large model on limited resources.  
- Trained on the dataset `thaslimthoufica/English_tamil_dataset`.  
- Supports inference with **sampling (temperature, top-p, and repetition penalty)** for natural responses.  

## 📚 Dataset  
The dataset contains parallel English-to-Tamil colloquial translations.  
You can find it here: [Hugging Face Dataset](https://huggingface.co/datasets/thaslimthoufica/English_tamil_dataset)