2.9 KiB
license, datasets, language, base_model, pipeline_tag, tags
| license | datasets | language | base_model | pipeline_tag | tags | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| apache-2.0 |
|
|
|
text-generation |
|
🛕 Tamil Nadu Heritage Knowledge LLM
A domain-specific Language Model dedicated to capturing the rich cultural, architectural, and historical heritage of Tamil Nadu. This LLM is fine-tuned on a custom dataset and designed to answer questions or generate content related to Tamil Nadu's temples, history, monuments, and culture.
🚀 Project Status: Early Development Phase
This project is in its starting phase, and we welcome contributors to expand the dataset, improve the model, and help build a comprehensive open-source heritage model.
📦 Base Model
- Model:
unsloth/Llama-3.1-8B-unsloth-bnb-4bit - Type: 8B parameter model, 4-bit quantized for efficient training and inference.
🗂 Dataset
- Source:
Boobalamurugan/tn-heritage-sites-dataset - Size: ~1.93K entries
- Description: This dataset contains information about heritage sites in Tamil Nadu, including temples, historical monuments, kings, architecture, and festivals.
📢 The dataset is still small. Feel free to contribute and help us grow this valuable resource!
🧠 Model Objective
- Build a knowledgeable and culturally aware assistant focused on Tamil Nadu heritage.
- Answer factual questions about heritage sites, kings, festivals, inscriptions, architecture, etc.
- Generate informative content or summaries for educational or cultural purposes.
✨ Features (Planned)
- ✅ Q&A on Tamil Nadu temples, kings, and architecture
- ✅ Context-aware content generation (e.g., temple descriptions, cultural significance)
- 🔄 Summarization of historical texts (Coming Soon)
- 🔄 Integration into web or mobile apps (Planned)
🤝 How to Contribute
📁 Dataset Contributions
- Fork the dataset repository
- Add more entries (temples, kings, historical facts)
- Submit a pull request with the added data
🧠 Model Training
- Fine-tune the model with additional data
- Improve prompt formatting and pre-processing
- Evaluate the model’s responses
📝 License
This project is licensed under the Apache 2.0 License — free for commercial and non-commercial use with proper attribution.
🌐 Tags
#tamil-heritage #open-source #language-model #llm #tamil-nadu #text-generation
📬 Stay Connected
For updates and discussions:
- Follow the project creator: @Boobalamurugan
- Join our community forum (Coming Soon)