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Talent Identification

World record performance and accuracy for secure generative AI

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Challenge

The US military needs a robust system to identify and place individuals who exceed standards in appropriate roles. This will ensure efficient talent deployment and leadership development.

Objective

Deploy the SambaNova generative AI platform to analyze employee performance data, career trajectories, and skill sets from the existing evaluation databases for both enlisted personnel and officers. Custom, pre-trained trained large language models will be used to identify patterns and predict high-potential individuals for leadership roles and career advancement, ensuring optimal talent utilization across the agency.

Government & Public Agencies

Learn about how SambaNova Systems is proven in multiple federal and research environments.

Distinguishing Factors

  • Multi-source/multi-format parsing support
  • World record performance and accuracy
  • Data security & privacy
  • Model/data ownership
  • Full stack solution
  • On-site/cloud services

Justification

The SambaNova Composition of Experts generative AI model leverages “1.3T parameters” and “92 experts” to analyze employee performance data, ensuring a comprehensive understanding of individual capabilities. This level of analysis is critical for accurately identifying high-potential individuals for leadership roles and career advancement.

Solution

SambaNova Suite, combined with the Samba-1 Composition of Experts (CoE) model, delivers the highest combination of performance and accuracy for generative AI. A complete hardware/software platform, SambaNova Suite can be deployed as a fully configured rack-level solution either on-premises, including air-gapped environments, or as a cloud-based solution. The Samba-1 model provides state-of-the-art accuracy across a wide range of use cases.


Key Features

Performance, Accuracy, & Efficiency

Only SambaNova delivers performance of over 1,000 tokens/s at full precision, on as few as 16 sockets. This is an unrivaled combination of performance and accuracy with a small footprint, dramatically reducing power consumption.

Total AI Stack Control

With options for on-premises and air-gapped deployments, SambaNova ensures complete data privacy and security, enabling the use of sensitive data for model training without external exposure.

Model Ownership

Once a model is fine-tuned, it becomes the property of the customer in perpetuity, eliminating model ownership concerns.

Configurable Access & Permissions

The Samba-1 model enables flexible access controls, allowing precise management of model permissions to align with organizational roles, enhancing security and ensuring compliance.


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