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@@ -85,9 +85,7 @@ Considering all these properties together, this material would be particularly v
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  # Getting Started
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  ## Installation
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-
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  Choose your deployment method and install the required dependencies:
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-
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  ```bash
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  # For SafeTensors
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  pip install torch transformers accelerate safetensors
@@ -95,8 +93,13 @@ pip install torch transformers accelerate safetensors
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  pip install llama-cpp-python
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  ```
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- ## Running Analysis
 
 
 
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  ```bash
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  # For SafeTensors
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  python Inference_safetensors.py
@@ -104,14 +107,7 @@ python Inference_safetensors.py
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  python Inference_llama.cpp.py
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  ```
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- ## Configuration
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-
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- **Customize your analysis by editing the script:**
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-
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- - **Input data**: Edit the `JSON_INPUT` variable with your materials data
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- - **Model location**: Modify the `model_path` variable to point to your model files
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- **Data sources**: Materials Project, AFLOW, DFT calculations, experimental databases
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  ## Repository Contents
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  # Getting Started
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  ## Installation
 
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  Choose your deployment method and install the required dependencies:
 
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  ```bash
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  # For SafeTensors
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  pip install torch transformers accelerate safetensors
 
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  pip install llama-cpp-python
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  ```
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+ ## Configuration
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+ Edit your chosen inference script to customize the analysis:
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+ - **Input data**: Update the `JSON_INPUT` variable with your materials data
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+ - **Model location**: Set the `model_path` variable to your downloaded model directory
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+ ## Running Analysis
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+ Run your script and the analysis results will appear in the terminal:
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  ```bash
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  # For SafeTensors
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  python Inference_safetensors.py
 
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  python Inference_llama.cpp.py
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  ```
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  ## Repository Contents
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