Agentic Data 1
Agentic Data 1 is a specialized Large Language Model (LLM) fine-tuned for high-fidelity Natural Language to SQL (NL2SQL) generation. Built upon a proprietary high-performance foundation, it is designed for production data engineering workflows where output discipline and schema adherence are critical.
🚀 Model Capabilities
- SQL Only Output: Extremely high discipline in adhering to "SQL Only" instructions. No prose, no markdown, no reasoning leaks.
- Complex Query Support: Expert at handling multi-table joins, complex aggregations (Window functions, CTEs), and set operations.
- Dialect Proficiency: Optimized for PostgreSQL with broad compatibility for standard SQL dialects.
- Enterprise Performance: Delivers production-grade execution accuracy on complex enterprise-level SQL benchmarks.
🛠 Usage
With vLLM (Recommended for Production)
python -m vllm.entrypoints.openai.api_server \
--model DataManagement-AI/agentic-data-1-r3 \
--served-model-name agentic-data-1-r3 \
--max-model-len 8192
With Ollama
ollama run DataManagement-AI/agentic-data-1-r3
| Benchmark | Metric | Status |
|---|---|---|
| Enterprise SQL Suite | Execution Accuracy | Verified |
| Output Discipline | Success Rate | 100% |
⚖️ License
This model is licensed under the MIT License.
🏢 About DataManagement.AI
DataManagement.AI is an organization dedicated to operationalizing AI for data engineering and governance.