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
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Model tree for thaslimthoufica/English_to_Tamil_Translator
Base model
meta-llama/Llama-3.1-8B Quantized
unsloth/Meta-Llama-3.1-8B-bnb-4bit