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DEEPSEEK

DeepSeek is an AI company and a family of large language models based in Hangzhou, China. It was founded in 2023 and funded by High-Flyer, a well - known quantitative asset management giant. DeepSeek is dedicated to developing advanced large language models and related technologies. It has released several models, including DeepSeek LLM, DeepSeek Coder, DeepSeekMath, and DeepSeek - VL. The latest version, DeepSeek - V3, which was launched in December 2024, has 67.1 billion parameters and was trained on a dataset of 14.8 trillion tokens. It uses FP8 training and open - sources the native FP8 weights. Benchmark tests show that it outperforms Llama 3.1 and Qwen 2.5 while matching GPT - 4O and Claude 3.5 Sonnet. In addition, DeepSeek - R1, which was officially released on January 20, 2025, performs on a par with OpenAI O1 in terms of mathematics, code, and natural language reasoning tasks. DeepSeek's models have a wide range of applications, such as chat and coding scenarios, multilingual automatic translation, image generation, and AI painting. With their high performance and low cost, DeepSeek's models have quickly gained popularity. For example, on February 2, 2025, the DeepSeek app climbed to the top of the download charts in 140 countries on the Apple App Store and also topped the Android Play Store in the United States

deepseek

Enhancing Text-to-SQL Models Using Tinker and Ray

Discover how Tinker and Ray are utilized to fine-tune text-to-SQL models, enhancing AI capabilities in generating efficient SQL queries.

by Peter Zhang
Oct 02, 2025

deepseek

NVIDIA NIM Boosts Text-to-SQL Inference on Vanna for Enhanced Analytics

NVIDIA's NIM microservices accelerate Vanna's text-to-SQL model, enhancing analytics by reducing latency and improving performance for natural language database queries.

by Zach Anderson
May 31, 2025

DEEPSEEK

Enhancing Text-to-SQL Models Using Tinker and Ray

NVIDIA NIM Boosts Text-to-SQL Inference on Vanna for Enhanced Analytics

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