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It is is There is a lot of excitement and activity about this event. generative AI modelsIn particular, the ChatGPT has been in operation for a very short time.
ChatGPT — and the GPT-3 large language model (LLM) it is based on — have been trained on public data, which serves as a great foundation for consumer applications, but lacks the Security, customization and privacy that are important to you enterprise requires. That’s where Rodrigo Liang, cofounder and CEO of SambaNova Systems, is Looking to You can make a real difference! the launch today of his company’s SambaNova Suite, which aims to Enterprises can use our expertise to help them build and place customized applications generative AI models.
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SambaNova began in 2017, focusing mainly on hardware. AIA record $676 million was raised by the organization in April 2021 to It is important to support their efforts. These efforts have been successful in recent years. the The company’s initial focus was on hardware. to also build out support for both machine learning–training and inference on different models, with its dataflow-as-a-service offering. SambaNova Suite now has more features the Service dataflow that provides a range of capabilities to enable organizations to Both open-source as well as proprietary code can be customized generative AI models to Meet their requirements.
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“The focus of SambaNova is how to bring generative AI capabilities more to the enterprise,” VentureBeat spoke with Liang “There are certain things that you need for enterprises in order to be able to be successful, and we’re doing that today for them.”
Nvidia isn’t the Only AI hardware vendor for generative AI
It is is There are a lot of vendors who want to build on the success of generative AI models to help enable enterprise You can use these cases.
Creation of content is This is a vibrant area in which to work. enterprise generative AI customization. Jasper AIJasper for Business was recently unveiled by. to Help customize AI For a particular business. Typeface It emerged with her on Monday, stealthily enterprise Platform for content creation generative AIAlong with $65 Million in funding. Quantive, last week, announced that it was entering the financial services industry. generative AIWe assist organizations in their business strategy.
SambaNova’s key differentiator from others in the generative AI There is space is That it owns its hardware to Optimize enterprise There are many uses. You don’t have to rely on Nvidia GPUs as in many other cases. the SambaNova developed its silicon custom to the needs of industry. is optimized for both machine learning–training and inference.
“What we’ve done is … take the AI software stack that people really want to use with PyTorch, TensorFlow and complex models like GPT, and we bring them down all the way to the silicon,” Liang said. “We have silicon that’s actually been custom built for running these large models for the enterprise, versus the other way around.”
Liang is part of the SambaNova team and has experience in microprocessor design for Sun Microsystems as well as Oracle. Liang stated that SambaNova had created a microprocessor. AI This is Highly efficient in power efficiency and highly performative to These are the best ways to use them enterprise generative AI applications.
Liang stressed the importance of the Custom silicon allows for continuous training and inference capabilities. the Feeds of data the generative AI models Can be maintained to date.
“In business, you need real-time information and so you do not want your models to actually lag behind,” He said.
Privacy and responsible AI And the enterprise
With the Liang, the founder of SambaNova Suites, said that his company has a new SambaNova Suite. is Looking to Solve the The primary issues that companies face are: generative AI. Among those challenges are customization for a company’s specific data, as well the Capacity to Be objective and be responsible for explaining your actions. AI.
SambaNova’s platform allows an organisation to be empowered by SambaNova to You can conduct customized training on your data in a private setting. the organization has, including unstructured data that might be found in a company’s Slack discussion channels. Liang went one step further. the Transparency platform to Organizations for the way a given is handled AI This model works.
“SambaNova has been built around being able to give you exposure of exactly how the model arrived at a certain conclusion,” Liang said. “We store all the processes around how we train and fine-tune the model, so that when an auditor comes or somebody wants to check for bias or why something happened a certain way, you can actually work through the flow and verify that your results were done properly.”
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