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@@ -144,7 +144,14 @@ To customize the password length, modify the `password_length` variable in the s
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  - The character set includes spaces for additional complexity, but you can modify the `characters` string to include other symbols (e.g., `!@#$%^&*`).
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- # **Model Architecture:**
 
 
 
 
 
 
 
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  Llama 3.2 is an auto-regressive language model that uses an optimized transformer architecture. The tuned versions use supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to align with human preferences for helpfulness and safety.
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  - The character set includes spaces for additional complexity, but you can modify the `characters` string to include other symbols (e.g., `!@#$%^&*`).
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+ # **Run with LM Studio**
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+ | Feature Run | Details |
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+ |--------------------------|-----------------------------------------------------------------------------------------------|
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+ | **Run with LM Studio** | https://lmstudio.ai/ |
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+ | **Demo on LM Studio** | https://drive.google.com/file/d/1CHdfjYrwMnk9ACvS40Abfy3xNXnCubKG/view?usp=sharing |
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+ # **Model Architecture**
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  Llama 3.2 is an auto-regressive language model that uses an optimized transformer architecture. The tuned versions use supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to align with human preferences for helpfulness and safety.
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