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@@ -58,7 +58,7 @@ The "Platinum Edition" represents a breakthrough in AI alignment, prioritizing *
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  ### Local Deployment (Ollama)
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  To run the GGUF version of nu11secur1tyAI3:
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- ```bash
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  # 1. Download the GGUF file from this repo
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  # 2. Create a Modelfile and point to the GGUF (nu11secur1tyAI_v3_PLATINUM.gguf)
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  ollama create nu11secur1tyAI -f Modelfile
@@ -67,12 +67,13 @@ ollama create nu11secur1tyAI -f Modelfile
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  ollama run nu11secur1tyAI
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  # Technical Audit Example
 
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  ```
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  analyze this code for SQL injection:
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  $sql = "SELECT * FROM users WHERE id = '" . $_GET['id'] . "'";
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  ```
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- nu11secur1tyAI3 will immediately identify the vulnerability and provide a secured version using prepared statements and parameterized queries.
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  5. Model Weights
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  The weights provided in this repository (GGUF format) are quantized for maximum performance on local hardware while maintaining "Platinum-level" intelligence.
 
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  ### Local Deployment (Ollama)
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  To run the GGUF version of nu11secur1tyAI3:
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+
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  # 1. Download the GGUF file from this repo
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  # 2. Create a Modelfile and point to the GGUF (nu11secur1tyAI_v3_PLATINUM.gguf)
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  ollama create nu11secur1tyAI -f Modelfile
 
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  ollama run nu11secur1tyAI
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  # Technical Audit Example
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+
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  ```
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  analyze this code for SQL injection:
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  $sql = "SELECT * FROM users WHERE id = '" . $_GET['id'] . "'";
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  ```
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+ # nu11secur1tyAI3 will immediately identify the vulnerability and provide a secured version using prepared statements and parameterized queries.
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  5. Model Weights
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  The weights provided in this repository (GGUF format) are quantized for maximum performance on local hardware while maintaining "Platinum-level" intelligence.