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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

Enhancing Polars GPU Parquet Reader Performance with Chunked Reading and UVM

Ted Hisokawa     Apr 11, 2025

#POLARS #GPU #DATA PROCESSING #PARQUET READER
NVIDIA Grace CPU: Boosting ETL Efficiency with Polars and Apache Spark

Zach Anderson     Mar 12, 2025

#NVIDIA GRACE CPU #ETL WORKLOADS #POLARS #APACHE SPARK
NVIDIA Enhances Polars Data Processing with CUDA-X Acceleration

Iris Coleman     Oct 08, 2024

#NVIDIA #POLARS #DATA PROCESSING #CUDA-X
Polars Launches GPU Engine with RAPIDS cuDF for Enhanced Data Processing

Jessie A Ellis     Sep 17, 2024

#POLARS #RAPIDS CUDF #NVIDIA #DATA SCIENCE



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