Update org card with AI focus areas and brand colors
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README.md
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title: README
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sdk: static
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license: mit
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short_description: ITCare
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---
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title: README
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emoji: 🧠
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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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# 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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*Building AI tools for the nonprofit sector*
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