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tools/python/model_validation/README.md

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+# ONNX Runtime GenAI Model Validation  Example
+
+## Setup
+
+Clone this repository and navigate to the `tools/python/model_validation folder`.
+
+```bash
+git clone https://github.com/microsoft/onnxruntime-genai.git
+cd tools/python/model_validation
+```
+
+In the model_validation folder, you should find the validation_tool.py script, validation_config.json file, and this README.md.
+
+### Current Support
+* Gemma
+* Llama 
+* Mistral
+* Phi
+* Qwen
+
+### Usage - Build the Model
+This step creates optimized and quantized ONNX models that run with ONNX Runtime GenAI.
+
+1. In the validation_config.json file, enter the supported Hugging Face model name. Models can be found here.
+2. Include the path to the output folder, precision, and execution provider.
+
+Once the model is built, you can find it in path_to_output_folder/{model_name}. This should include the ONNX model data and tokenizer.
+
+### Run the Model Validation Script 
+```bash
+python validation_tool.py -j validation_config.json
+```
+