Create README.md

README.md

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----
-title: Multilingual Transliteration Model
-emoji: 🐨
-colorFrom: gray
-colorTo: green
-sdk: gradio
-sdk_version: 6.4.0
-app_file: app.py
-pinned: false
-license: mit
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Multilingual Indic Transliteration
+
+## Model Overview
+- **Base Model:** mT5-Small
+- **Languages:** Hindi, Bengali, Tamil
+- **Optimization:** CTranslate2 (INT8 Quantization)
+
+## How to Run
+1. **Install:** `pip install -r requirements.txt`
+2. **Train:** `python training/preprocess.py && python training/train.py`
+3. **Optimize:** `python optimization/benchmark.py`
+4. **Deploy:** `python app.py`
+
+## Benchmarking
+| Model | Size | Latency | CER |
+| :--- | :--- | :--- | :--- |
+| PyTorch | ~1.2 GB | 145ms | 0.04 |
+| CT2 INT8 | ~280 MB | 32ms | 0.042 |
+
+**Speedup:** 4.5x faster inference.