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title: README
emoji: ⚡
colorFrom: blue
colorTo: purple
sdk: gradio
pinned: true
sdk_version: 5.9.1
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# Narrative.io

## Revolutionizing Data Collaboration

At Narrative.io, we empower organizations to seamlessly collaborate on data, enabling data-driven decisions at scale. Our platform is designed to make data onboarding, sharing, and management easier than ever before.

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## 🌟 What We Offer

### **📊 Data Collaboration Platform**
- Streamline the way you work with data across teams and organizations.
- Enable secure, scalable, and transparent data exchanges.

### **📊 Data Normalization & Schema Standardization**
- Standardize and normalize data across different sources
- Enable seamless data integration with Rosetta Stone 2.0

### **⚙️ ML Model Development Infrastructure**
- LLM fine-tuning and deployment infrastructure
- Function calling and tool integration frameworks
- Open-source ML model and dataset publishing

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## 🚀 Featured Products

### **Narrative Model Studio**
A platform that democratizes LLM training, allowing anyone to train custom language models without technical expertise.

### **Rosetta Stone 2.0**
Our flagship data normalization solution that:
- Uses AI to normalize data to a common ontology and syntax
- Supports private hosting for enhanced governance
- Leverages latest LLM models for improved performance

### **Narrative LLM Tools**
Open-source collection of tools for:
- Integration with HuggingFace's Inference Endpoints
- Standardized function calling implementations
- Enterprise-grade LLM deployment

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## 📚 Public Resources

### **Datasets**
- **narrative-function-calling-v1**: Specialized dataset for LLM training and evaluation in function calling applications

### **Models**
- Specialized function calling models (3B and 8B parameters)
- Enterprise-focused implementations with standardized JSON schema
- Upcoming 70B parameter model

[View all resources on HuggingFace →](https://huggingface.co/narrative-io)

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