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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

Enhance Your Pandas Workflows: Addressing Common Performance Bottlenecks

Explore effective solutions for common performance issues in pandas workflows, utilizing both CPU optimizations and GPU accelerations, according to NVIDIA.

by Iris Coleman
Aug 23, 2025

deepseek

Accelerating Pandas: How GPUs Transform Data Processing Workflows

Discover how GPU acceleration with NVIDIA cuDF enhances pandas workflows, boosting performance on large datasets. Explore three workflows that benefit from this technology.

by Zach Anderson
Jul 19, 2025

deepseek

Enhancing Data Deduplication with RAPIDS cuDF: A GPU-Driven Approach

Explore how NVIDIA's RAPIDS cuDF optimizes deduplication in pandas, offering GPU acceleration for enhanced performance and efficiency in data processing.

by Rebeca Moen
Nov 28, 2024

deepseek

NVIDIA's RAPIDS cuDF Enhances pandas Performance by 30x on Large Datasets

NVIDIA releases RAPIDS cuDF unified memory, boosting pandas performance up to 30x on large and text-heavy datasets.

by Felix Pinkston
Aug 10, 2024

DEEPSEEK

Enhance Your Pandas Workflows: Addressing Common Performance Bottlenecks

Accelerating Pandas: How GPUs Transform Data Processing Workflows

Enhancing Data Deduplication with RAPIDS cuDF: A GPU-Driven Approach

NVIDIA's RAPIDS cuDF Enhances pandas Performance by 30x on Large Datasets

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