Scaling
Artificial Intelligence
Scaling Recommender Transformers to a Billion Parameters
! My name is Kirill Khrylchenko, and I lead the RecSys R&D team at Yandex. One in all our goals is to develop transformer technologies inside the context of recommender systems, an objective we’ve...
Artificial Intelligence
How you can construct AI scaling laws for efficient LLM training and budget maximization
When researchers are constructing large language models (LLMs), they aim to maximise...
Artificial Intelligence
Anthropic’s AI “vaccines,” scaling gamble, and why it shut OpenAI out
Good morning. It’s Monday, August 4th.On at the present time in tech history: In 1987the legendary Connection Machine CM-2 from Pondering Machines Corporation finally landed in research labs. With its 65,536 processors, it...
Artificial Intelligence
R.E.D.: Scaling Text Classification with Expert Delegation
With the brand new age of problem-solving augmented by Large Language Models (LLMs), only a handful of problems remain which have subpar solutions. Most classification problems (at a PoC level) will be solved by...
Artificial Intelligence
From Pilot to Production: Insight on Scaling GenAI Programs for the Long-Term
Years from now, once we reflect on the proliferation of generative AI (GenAI), 2024 will probably be seen as a watershed moment – a period of widespread experimentation, optimism, and growth, when business leaders...
Artificial Intelligence
Scaling Statistics: Incremental Standard Deviation in SQL with dbt
Why scan yesterday’s data when you possibly can increment today’s?The code below assumes understanding of some dbt concepts, in case you’re unfamiliar with it, chances are you'll still find a way to grasp the...
Artificial Intelligence
Hugging Face, inference technology for SLM, ‘Test-Time Scaling’ open source released
Hugging Face has unveiled technology to enhance the inference performance of the open source Small Language Model (sLM). Like OpenAI's 'o1', it is predicated on the 'Test-Time Compute' method, which improves response quality by...
Artificial Intelligence
Breaking the Scaling Code: How AI Models Are Redefining the Rules
Artificial intelligence has taken remarkable strides lately. Models that when struggled with basic tasks now excel at solving math problems, generating code, and answering complex questions. Central to this progress is the concept of...
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