Update README.md

README.md

@@ -93,30 +93,40 @@ Superior combination of thermal, mechanical, and electronic properties makes SiC
 </answer>
 ```
 
-## Getting started
+# Getting Started
 
-**Install dependencies:**
+## Installation
+
+Choose your deployment method and install the required dependencies:
+
+**SafeTensors deployment:**
 ```bash
-# SafeTensors deployment
 pip install torch transformers accelerate safetensors
-
-# LLaMA.cpp deployment
+```
+**LLaMa.cpp deployment:**
+```bash
 pip install llama-cpp-python
 ```
 
-**Run analysis:**
-```bash
-# SafeTensors deployment
-python Scripts/Inference_safetensors.py
+## Running Analysis
 
-# LLaMA.cpp deployment 
-python Scripts/Inference_llama.cpp.py
+**SafeTensors deployment:**
+```bash
+python Inference_safetensors.py
+```
+**LLaMa.cpp deployment:**
+```bash
+python Inference_llama.cpp.py
 ```
 
-**Customize your analysis:**
-- Edit the `JSON_INPUT` variable in either script with your materials data
-- Modify the `model_path` variable to point to your model files
-- Common data sources: Materials Project, AFLOW, DFT calculations, experimental databases
+## Configuration
+
+**Customize your analysis by editing the script:**
+
+- **Input data**: Edit the `JSON_INPUT` variable with your materials data
+- **Model location**: Modify the `model_path` variable to point to your model files
+
+**Data sources**: Materials Project, AFLOW, DFT calculations, experimental databases
 
 ## Repository Contents