Support
header lang header lang EN
sambanova-logo-black
Products
Products
SambaNova’s AI platform is the technology backbone for the next decade of AI innovation. Customers are turning to SambaNova to quickly deploy state-of-the-art AI and deep learning capabilities that help them outcompete their peers.
Products
SambaNova Suite
The only, enterprise grade full stack platform, purpose built for generative AI
Samba-1
SambaNova Suite Demos
DataScale®
The platform for generative AI development and innovation
AI for Science
Custom Models
Computer Vision
Technology
Technology
SambaNova delivers the only enterprise-grade full stack platform, from chips to models, purpose built for generative AI
Technology
Platform
The only, full stack platform purpose built for generative AI in the enterprise
SN40L
Full Stack Platform
Models
1T+ parameter models, that span business use cases with high accuracy
Composition of Experts
Samba Apps
Model Ownership
Custom Models
Resources
Resources
Find what you need to accelerate your AI journey.
AdobeStock_507970416-scaled-1-1
Ultra-fast Recurrent Neural Networks with...
Read More
OTP_Epic_Cover_Video-1-3-scaled
How OTP Bank Is Using Al and NLP To...
Read More
Resource Categories
Technical Documentation
Documentation
Solutions
Solutions
SambaNova delivers generative AI for the enterprise that can scale across use cases
Industries
Financial Services & Insurance
Healthcare & Life Sciences
Manufacturing & Auto
Oil, Gas, Energy
Use Cases
Public Sector
AI for Science
Community
Community
Find the resources you need to create AI solutions
Model Curation
Sambaverse
Community
Developer Community
SambaNova Discord
Technical Documentation
Documentation
About
About
WHO WE ARE
Customers are turning to SambaNova to quickly deploy state-of-the-art AI capabilities to gain competitive advantage. Our purpose-built enterprise-scale AI platform is the technology backbone for the next generation of AI computing. We power the foundation models that unlock the valuable business insights trapped in data.
FEATURED RESOURCE
12-things-blog-image-1
Pre-training? Multimodal? Grounding? Here are 12 terms to know about generative AI
Read More
Contact Us
sambanova-logo-black
header lang header lang EN
Contact Us
Contact Us

A Composition of Experts

The most flexible, trillion+ parameter model, capable of addressing every use case, with the performance of small models.

Large, trillion parameter models have incredible accuracy for general knowledge, but struggle to be adapted to information that is specific to an enterprise. Worse, if they are fine tuned for one application, then they can lose accuracy in others. Smaller models can be trained for a particular use case, but cannot address the broad needs of large organizations.

A Composition of Experts model solves this by combining the breadth and depth of knowledge that can only be found in the largest models, with the trainability, flexibility, and performance of small models. It is a “best of both worlds” solution, without any of the drawbacks.

Composition of Experts

  • Combines any number of smaller expert models in a single, large model
  • Models can be fine tuned easily and quickly
  • Router model directs user prompts to the appropriate expert model and enables role and rule based access control
  • Only queries relevant expert model for inference, reducing costs by 10X

Open Source

  • Take advantage of the latest open source models
  • Eliminate concerns about data privacy and ownership

Model Ownership

  • SambaNova customers always own their own models which have been fine tuned on their data
  • Increase ability to achieve compliance
  • Ensure data is always secure and private

Training

  • Fine tune models with private data quickly and easily, which is cost prohibitive for large, monolithic models
  • Perform continuous fine tuning so models are always up to date

Ready to see more?

Schedule a meeting to see how SambaNova can help advance your AI initiatives.

Get Started
Headquarters:
2200 Geng Road, Unit 100
Palo Alto, CA 94303
(650) 263-1153
Terms & Conditions Privacy Policy
Copyright © 2024 SambaNova Systems, Inc. All rights reserved

Products

Resources

INDUSTRIES

About

Contact

Customers turn to SambaNova to quickly deploy state-of-the-art AI capabilities to meet the demands of the AI-enabled world. Our purpose-built enterprise-scale AI platform is the technology backbone for the next generation of AI computing. We enable customers to unlock the valuable business insights trapped in their data. Our flagship offering, SambaNova Suite, overcomes the limitations of legacy technology to power the large complex foundation models that enable customers to discover new services and revenue streams, and boost operational efficiency. Headquartered in Palo Alto, California, SambaNova Systems was founded in 2017 by industry luminaries, and hardware and software design experts from Sun/Oracle and Stanford University. Investors include SoftBank Vision Fund 2, funds and accounts managed by BlackRock, Intel Capital, GV, Walden International, Temasek, GIC, Redline Capital, Atlantic Bridge Ventures, Celesta, and several others.
Headquarters:
2200 Geng Road, Unit 100
Palo Alto, CA 94303
(650) 263-1153
Terms & Conditions Privacy Policy
Copyright © 2024 SambaNova
Systems, Inc. All rights reserved