Mixture of experts: The method behind DeepSeek's frugal success
The key to DeepSeek’s frugal success? A method called "mixture of experts." Traditional AI models try to learn everything in ...
Forbes17d
Mixture-Of-Experts AI Reasoning Models Suddenly Taking Center Stage Due To China’s DeepSeek Shock-And-Awe
In today’s column, I examine the sudden and dramatic surge of interest in a form of AI reasoning model known as a mixture-of-experts (MoE). This useful generative AI and large language model ...
What is DeepSeek, the AI side project that's upsetting the status quo?
DeepSeek is a Chinese AI company founded by Liang Wenfang, co-founder of a successful quantitative hedge fund company that ...
NextBigFuture3d
Does DeepSeek Impact the Future of AI Data Centers?
China’s DeepSeek has made innovations in the cost of AI and innovations like mixture of experts (MoE) and fine-grain expert ...
How DeepSeek AI Models Were Developed to Beats GPT-4 at 96% Less Cost
DeepSeek R1 combines affordability and power, offering cutting-edge AI reasoning capabilities for diverse applications at a ...
How Will DeepSeek Impact Crypto AI Projects?
Both the stock and crypto markets took a hit after DeepSeek announced a free version of ChatGPT, built at a fraction of the ...
VentureBeat29d
Open-source DeepSeek-R1 uses pure reinforcement learning to match OpenAI o1 — at 95% less cost
Based on the recently introduced DeepSeek V3 mixture-of-experts model, DeepSeek-R1 matches the performance of o1, OpenAI’s frontier reasoning LLM, across math, coding and reasoning tasks.
$5.5 million was the pre-training cost
The claim that DeepSeek was able to train R1 using a fraction of the resources required by big tech companies invested in AI wiped a record ...
InfoQ29d
DeepSeek Open-Sources DeepSeek-V3, a 671B Parameter Mixture of Experts LLM
DeepSeek open-sourced DeepSeek-V3, a Mixture-of-Experts (MoE) LLM containing 671B parameters. It was pre-trained on 14.8T tokens using 2.788M GPU hours and outperforms other open-source models on a ra ...
Indiatimes2d
Mixture of experts: The method behind DeepSeek's frugal success
The key to DeepSeek’s frugal success? A method called "mixture of experts." Traditional AI models try to learn everything in one giant neural network. That’s like stuffing all knowledge into a ...