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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

AutoJudge Revolutionizes LLM Inference with Enhanced Token Processing

Caroline Bishop     Dec 05, 2025

#AUTOJUDGE #LLM #INFERENCE ACCELERATION #MACHINE LEARNING
Together AI Sets New Benchmark with Fastest Inference for Open-Source Models

Felix Pinkston     Dec 02, 2025

#AI #OPEN-SOURCE MODELS #GPU OPTIMIZATION #INFERENCE SPEED
NVIDIA's Breakthrough: 4x Faster Inference in Math Problem Solving with Advanced Techniques

Terrill Dicki     Nov 10, 2025

#NVIDIA #INFERENCE #MATH PROBLEM SOLVING #TENSORRT
NVIDIA Grove Simplifies AI Inference on Kubernetes

Caroline Bishop     Nov 10, 2025

#NVIDIA #AI INFERENCE #KUBERNETES
NVIDIA Enhances AI Inference with Dynamo and Kubernetes Integration

James Ding     Nov 10, 2025

#NVIDIA #AI INFERENCE #KUBERNETES #DATA CENTER
NVIDIA Blackwell Outshines in InferenceMAX™ v1 Benchmarks

Luisa Crawford     Oct 10, 2025

#NVIDIA #INFERENCEMAX #AI BENCHMARKING #BLACKWELL ARCHITECTURE
NVIDIA Blackwell Dominates InferenceMAX Benchmarks with Unmatched AI Efficiency

Tony Kim     Oct 10, 2025

#NVIDIA #AI #BENCHMARK #INFERENCEMAX
Enhancing LLM Inference with NVIDIA Run:ai and Dynamo Integration

Lawrence Jengar     Sep 29, 2025

#NVIDIA #AI #LLM #INFERENCE
NVIDIA Dynamo Tackles KV Cache Bottlenecks in AI Inference

Rebeca Moen     Sep 19, 2025

#NVIDIA #AI INFERENCE #KV CACHE
Reducing AI Inference Latency with Speculative Decoding

Terrill Dicki     Sep 18, 2025

#AI INFERENCE #SPECULATIVE DECODING #NVIDIA GPUS



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