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Update org card with AI focus areas and brand colors

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  1. README.md +37 -3
README.md CHANGED
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  ---
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  title: README
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- emoji: 🏃
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  colorFrom: yellow
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  colorTo: gray
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  sdk: static
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  pinned: true
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  license: mit
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- short_description: ITCare llc AI ecosystem
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  ---
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- Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  title: README
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+ emoji: 🧠
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  colorFrom: yellow
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  colorTo: gray
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  sdk: static
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  pinned: true
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  license: mit
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+ short_description: ITCare AI - Domain-Specific LLM Fine-tuning
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  ---
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+ # ITCare AI
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+ > Fine-tuned language models for content management systems
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+ ## Focus Areas
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+ ### Domain-Specific Fine-tuning
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+ Specialized models trained on real-world CMS data to assist content editors with component selection, page building, and content structure decisions.
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+ ### Training Methodology
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+ | Approach | Description |
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+ |----------|-------------|
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+ | **Surgical LoRA** | Train upper reasoning layers while preserving base model capabilities |
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+ | **Multi-format Datasets** | Flat, embedded, hierarchical, and conversational training formats |
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+ | **Data Augmentation** | Query paraphrasing for linguistic diversity |
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+ | **Thought Anchors** | Structured `<think>` reasoning in responses |
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+ ### Privacy-First Pipeline
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+ - PII obfuscation in training data
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+ - Local inference via LM Studio
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+ - No customer data leaves the machine
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+ ### Platform
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+ Optimized for Apple Silicon using the [MLX framework](https://ml-explore.github.io/mlx/).
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+ ## Use Cases
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+ - **Component Recommendations** - Suggest appropriate blocks for page sections
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+ - **Page Structure** - Design complete page layouts from requirements
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+ - **Content Assistance** - Help editors with mission-aligned content
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+
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+ ---
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+ *Building AI tools for the nonprofit sector*