Blog 2
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Achieving Best-in-Class Large Language Model Accuracy in Low-Resource Settings
The opportunity: solving a range of language tasks using large language models with zero and few-shot learning
Dataflow Architecture Leads to a Performance Breakthrough on GNN Fused Kernels
A Collaboration between SambaNova Systems and Argonne National Laboratory Using the capabilities of the SambaNova...
Democratizing AI: A Conversation with AI Visionaries from SambaNova
With the rapid growth in artificial intelligence (AI) and machine learning (ML) applications, the demand for compute...
Accelerating Scientific Applications With SambaNova Reconfigurable Dataflow Architecture
Artificial intelligence (AI)-driven science is an integral component in several science domains such as materials,...
Model Quality Breakthrough | SambaNova Systems
A Partnership with Argonne National Laboratory Using the capabilities of SambaNova’s DataScale® system, together,...
Accelerating the Modern Machine Learning Workhorse
Updated January 31, 2021 Inference for recommender systems is perhaps the single most widespread machine learning...
Premier Research Labs Push AI to Fight Disease, Improve Lives
U.S. Department of Energy Accelerates AI With SambaNova Systems
Repeatable Machine Learning by Design With SambaNova
If you run the same machine learning application twice with the same inputs, initializations, and random seeds, you...
SambaNova Systems | Surpassing State-of-the-Art Accuracy
Recommender systems are a ubiquitous part of many common and broadly used internet services. They are utilized in...
SambaNova: Breakthrough Efficiency in NLP Model Deployment
Throughout their lifecycles, modern industrial NLP models follow a cadence. They start from one-time task-agnostic...
Pushing Computer Vision Boundaries Beyond 4K | SambaNova Systems
In the context of machine learning image processing and analysis—resolution is everything. An image’s resolution can...
A New State of the Art in NLP | SambaNova Systems
As Natural Language Processing (NLP) models increasingly evolve into bigger models, GPU performance and capability...
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