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@@ -26,6 +26,11 @@ Samantha is a breakthrough conversational language model fine-tuned specifically
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  **What makes Samantha different?** Unlike conventional language models that prioritize factual accuracy or task efficiency, Samantha has been meticulously trained to understand and respond to the emotional and philosophical dimensions of human conversation, creating interactions that feel genuinely meaningful and supportive.
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  ## 🎯 Key Capabilities
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  ### 🧠 **Advanced Emotional Intelligence**
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  - **Quality Score**: Top-tier responses only (comprehensive 100-point evaluation system)
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  - **Emotion Coverage**: Balanced representation across full spectrum of human emotions
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- ### Model Architecture
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- This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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- [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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  ## 💡 Use Cases & Applications
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  ### 🏥 **Mental Health & Wellness**
 
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  **What makes Samantha different?** Unlike conventional language models that prioritize factual accuracy or task efficiency, Samantha has been meticulously trained to understand and respond to the emotional and philosophical dimensions of human conversation, creating interactions that feel genuinely meaningful and supportive.
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+ This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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+ [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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  ## 🎯 Key Capabilities
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  ### 🧠 **Advanced Emotional Intelligence**
 
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  - **Quality Score**: Top-tier responses only (comprehensive 100-point evaluation system)
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  - **Emotion Coverage**: Balanced representation across full spectrum of human emotions
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  ## 💡 Use Cases & Applications
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  ### 🏥 **Mental Health & Wellness**