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New Capabilities Lead to a Model Quality Breakthrough

Using the capabilities of SambaNova’s DataScale system, together, researchers at the U.S. Department of Energy’s...

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Accelerating the Modern Machine Learning Workhorse: Recommendation Inference

Inference for recommender systems is perhaps the single most widespread machine learning workload in the world....

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Premier Research Labs Push AI to Fight Disease—and Improve Lives

Scientific researchers are exploring ways to combine artificial intelligence (AI) and machine learning (ML) for...

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Repeatable Machine Learning by Design With SambaNova Systems DataScale

If you run the same machine learning application twice with the same inputs, initializations, and random seeds, you...

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Surpassing State-of-the-Art Accuracy in Recommendation Models

Recommender systems are a ubiquitous part of many common and broadly used internet services. They are utilized in...

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Breakthrough Efficiency in NLP Model Deployment

Throughout their lifecycles, modern industrial NLP models follow a cadence. They start from one-time task-agnostic...

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Pushing Computer Vision Boundaries Beyond 4K

In the context of machine learning image processing and analysis—resolution is everything.

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A New State of the Art in NLP: Beyond GPUs

As Natural Language Processing (NLP) models increasingly evolve into bigger models, GPU performance and capability...