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Snowflake/Arctic-Text2SQL-R1-7B
Arctic-Text2SQL-R1-7B is a machine learning model from Snowflake. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Arctic-Text2SQL-R1-7B is a 7-billion-parameter Text-to-SQL model fine-tuned using Group Relative Policy Optimization (GRPO) with a simple execution-based reward signal. It converts natural language questions into exec…
Downloads · 30 days
2.5K
2% of all-time downloads
All-time downloads
102K
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7.6B
15.2 GB on disk
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From the Hugging Face model README
Arctic-Text2SQL-R1-7B is a 7-billion-parameter Text-to-SQL model fine-tuned using Group Relative Policy Optimization (GRPO) with a simple execution-based reward signal. It converts natural language questions into executable SQL queries.
Read more in our paper: Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL.
This model is designed for:
| Benchmark | Dev/Test Accuracy |
|---|---|
| BIRD-dev | 68.9% |
| BIRD-test | 68.5% |
| Spider-test | 88.8% |
| Spider2.0-DK | 15.6% |
| EHRSQL | 36.7% |
| ScienceBenchmark | 51.8% |
| Average | 57.2% |