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HRIDA AI

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Introducing the Hrida T2SQL 128k Model

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We’re excited to introduce the Hrida T2SQL 128k model, the latest and most advanced addition to our Text-to-SQL lineup! This model represents a significant upgrade from our previous 4k version, featuring a remarkable 128k context window that brings new levels of precision and efficiency to your SQL queries.

Model Size and Context Length Comparison

What’s New with Hrida T2SQL 128k?

The Hrida T2SQL 128k model marks a significant advancement over its previous version. It has a much larger context window "128k", which means it can handle large datasets and complicated queries more easily. This helps the model give you more accurate and detailed answers.

Furthermore, the enhancements extend beyond this. The Hrida T2SQL 128k model enhances the way you interact with data. Users can now ask queries in a more natural and conversational manner. The model understands and processes these queries better, providing responses that include not just the SQL commands but also explanations on why certain queries are generated. This added layer of clarity helps users understand how their questions are translated into SQL, making the interaction more intuitive and informative.

Text-to-SQL Context Length Comparison

Why the 128k Context Window Makes a Difference?

The 128k context window is a game-changer in how our model handles data. With this expanded context window, the Hrida T2SQL 128k model can accomodate a wide range of information simultaneously. As a result, it can manage more complex and detailed queries, producing more precise and valuable SQL responses.

Additionally, this larger context window improves the model’s ability to maintain continuity in conversations. For users engaging in multi-turn interactions, the model can keep track of previous queries and responses, ensuring a coherent and contextually relevant exchange. This leads to a more seamless experience, where complex data queries are managed effectively without losing the thread of the conversation.

Breaking the Limits: Performance That Delivers

Despite being a 3 billion parameter model, the Hrida T2SQL 128k achieves outstanding performance.It strikes a balance between size and efficiency, often surpassing larger models in terms of both speed and accuracy. Our internal benchmarks show that the Hrida T2SQL 128k model excels in handling complex queries and large datasets, offering high-quality results without the heavy computational demands of some larger models.

This model’s Phi 3 architecture plays a crucial role in its performance. By optimizing query generation and execution, the Hrida T2SQL 128k ensures that users receive precise answers quickly. Whether you’re dealing with extensive data or intricate queries, this model provides a reliable and efficient solution.

Try the Hrida T2SQL 128k Model in Action!

Ready to enhance your business’s text-to-SQL capabilities? .Enjoy Outstanding accuracy and efficiency for handling complex queries and large datasets while minimizing computational load. Transform your data management with ease using the Hrida T2SQL 128k model. Seamlessly integrate this high-performance model into your systems and elevate your data handling with unmatched efficiency and drive your business to new standards.

Explore our models on Hugging Face and reach out to us to discover how our superior solutions can elevate your business. Contact us today to get started. Stay tuned for more updates from HridaAI!

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