Update README.md

README.md

@@ -1,3 +1,101 @@
 ---
+language:
+- th
+- en
 license: apache-2.0
 ---
+
+# ⚡ KordAI TokenizerFast
+
+**KordAI TokenizerFast** is a fast Hugging Face tokenizer designed for efficient text preprocessing for **Thai and English** language models.
+
+It is fully compatible with the 🤗 Transformers ecosystem and can be used for both training and inference with compatible models.
+
+---
+
+# ✨ Features
+
+- 🚀 Fast tokenizer implementation
+- 🇹🇭 Thai language support
+- 🇺🇸 English language support
+- 🤗 Compatible with Hugging Face Transformers
+- ⚡ Efficient tokenization and decoding
+- 💻 Suitable for both training and inference
+
+---
+
+# 📋 Model Details
+
+| Item | Value |
+|------|-------|
+| Repository | `KordAI/TokenizerFast` |
+| Type | Fast Tokenizer |
+| Languages | Thai, English |
+| Library | Transformers |
+| License | Apache-2.0 |
+
+---
+
+# 🎯 Intended Use
+
+This tokenizer is designed for:
+
+- Thai text tokenization
+- English text tokenization
+- Multilingual NLP pipelines
+- Dataset preprocessing
+- Language model training
+- Language model inference
+
+---
+
+# 🐍 Usage
+
+```python
+from transformers import AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained(
+    "KordAI/TokenizerFast"
+)
+
+text = "สวัสดี Hello!"
+
+tokens = tokenizer(text)
+
+print(tokens)
+
+decoded = tokenizer.decode(tokens["input_ids"])
+print(decoded)
+```
+
+---
+
+# ⚠️ Notes
+
+- This repository contains only the tokenizer.
+- It should be used together with a compatible language model.
+- Performance depends on the model paired with this tokenizer.
+
+---
+
+# 🙏 Acknowledgments
+
+Special thanks to:
+
+- **Hugging Face** for the Transformers ecosystem.
+- **KordAI** for developing and distributing the tokenizer.
+- The open-source AI community for advancing multilingual NLP.
+
+---
+
+# 📖 Citation
+
+```bibtex
+@misc{kordaitokenizerfast2026,
+  title={KordAI TokenizerFast},
+  author={KordAI},
+  year={2026},
+  publisher={Hugging Face},
+  howpublished={https://huggingface.co/KordAI/TokenizerFast}
+}
+```