ThrishaSivasakthi/Tamil-Finetuning-data

Dataset Card for Dataset Name

This dataset is designed for fine-tuning Large Language Models (LLMs) in Tamil, enabling them to understand and generate high-quality Tamil text across multiple domains. It contains 72,000 curated and generated samples, ensuring a rich linguistic diversity that improves model generalization.

🔹 Sources: Kaggle Tamil NLP, Sentiment Analysis datasets, and synthetic data. 🔹 Languages: Tamil, Tanglish (Tamil-English mix), and regional Tamil dialects. 🔹 Domains: Business, Casual, Sarcasm, Tanglish, Regional Tamil. 🔹 Preprocessed: Cleaned, balanced, and formatted for optimal training.

Dataset Details

Dataset Description

The dataset is structured as follows:

Category Samples Description 📚 Kaggle Tamil NLP & Sentiment Data 30,000 Collected from existing Tamil datasets, labeled for sentiment analysis and general text understanding. 🤖 Generated Data (Multiple Domains) 45,000 AI-generated data to enhance domain-specific language understanding. 💼 Business Tamil ~10,000 Formal and professional language used in business settings. 🗣️ Casual Tamil ~10,000 Everyday conversational Tamil. 🎭 Sarcasm & Humor ~8,000 Context-rich sarcastic and humorous dialogues. 🏠 Regional Dialects ~7,000 Tamil variations spoken in different regions. 🌍 Tanglish (Tamil-English Code-Mixing) ~10,000 Sentences combining Tamil and English.

Uses

💡 Largest Tamil Dataset – Covers multiple use cases and domains. 💡 Fine-Tuned for LLMs – Ideal for instruction-tuning and chatbots. 💡 Supports Tanglish – Unique dataset for code-mixed language models. 💡 Preprocessed & Clean – Ready to use for model training without extra cleaning.