How test-time scaling unlocks hidden reasoning abilities in small language models (and allows them to outperform LLMs)
A 1B small language model can beat a 405B large language model in reasoning tasks if provided with the right test-time scaling strategy.
BBC4d
The BBC’s Editorial Values and Standards
The Editorial Guidelines are the BBC's editorial values and standards. They apply to all our content, wherever and however it is received. The page will automatically reload. You may need to ...
Semiconductor Engineering9d
Normalization Keeps AI Numbers In Check
Linear normalization, which is most common, involves shifting the number axis so the data is balanced around zero, and then ...
The EMBO Journal10d
Leveraging prior knowledge to infer gene regulatory networks from single-cell RNA-sequencing data
Many studies have used single-cell RNA sequencing (scRNA-seq) to infer gene regulatory networks (GRNs), which are crucial for ...
The Ladder Of Inference: A Pathway To Better Collaboration
The Ladder of Inference provides a structured way to challenge assumptions, test conclusions and align decisions with broader ...
InfoQ19d
Hugging Face Expands Serverless Inference Options with New Provider Integrations
Hugging Face has launched the integration of four serverless inference providers, Fal, Replicate, SambaNova, and Together AI, directly into its model pages. These providers are also integrated ...
Frontiers20d
Deep Active Inference and Scene Construction
4.2. From Motion Discrimination to Scene Construction: A Nested Inference Problem We now introduce the deep, temporal model of scene construction using the task discussed in Section 3 as our example ...
Beebom23d
18 Examples of AI You’re Using in Daily Life
However, did you know a lot of the bots you have been using are actually examples of artificial intelligence? The bot has been designed to mimic human-like responses and perform a variety of tasks.
TechCrunch25d
Hugging Face makes it easier for devs to run AI models on third-party clouds
Now, developers on Hugging Face can, for example, spin up a DeepSeek model ... Face to offer easy and unified access to serverless inference through a set of great providers,” the company ...
Forbes25d
The Current And Future Path To AI Inference Data Center Optimization
These training clusters are "overkill" for many of today’s inference AI workloads and are not the most effective use of AI IT resources. For example, a training cluster could have 800 GPUs and ...
pcguide26d
DeepSeek R1 is a good thing for Nvidia despite initial stock plunge “Inference requires significant numbers of Nvidia GPUs”
To give you the full quote, sourced from CNBC, the spokesperson said that “DeepSeek is an excellent AI advancement and a perfect example of Test Time Scaling ... with the spokesperson adding that ...
Live Science29d
Time-lapse of 1st black hole ever imaged reveals how matter swirls around it
The way this "accretion disk" of infalling matter spins can tell scientists a lot about a particular black hole — for example, its size and its orientation in space. It also offers insight into ...