AWS subscribers now have entry to generative AI fashions that rival GPT-4o. On December 3, in the course of the AWS re:Invent occasion held in Las Vegas and on-line, AWS introduced six new mannequin sizes for various use circumstances within the new Amazon Nova household.
“Inside Amazon, we now have about 1,000 generative AI purposes in movement, and we had a fowl’s-eye view of what app builders are nonetheless grappling with,” Rohit Prasad, SVP of Amazon Synthetic Basic Intelligence, mentioned within the press launch.
“Our new Amazon Nova fashions are supposed to assist with these challenges for inner and exterior builders and supply compelling intelligence and content material technology, whereas additionally delivering vital advances in latency, cost-effectiveness, customization, Retrieval Augmented Technology (RAG) and agentic capacities. “
What’s Amazon Nova?
Amazon Nova is a collection of generative AI foundational fashions accessible on AWS’s Amazon Bedrock AI internet hosting service. Organizations immediately can experiment with three sizing choices:
- Amazon Nova Micro is a text-only mannequin with a quick response time of 210 output tokens per second. Amazon claims it outperforms Meta’s Llama 3.1 8B and Google’s Gemini 1.5 Flash-8B. Nova Micro is meant for purposes that require quick responses at a comparatively low value.
- Amazon Nova Lite is one other small mannequin within the Nova household. Not like Micro, it could analyze picture, video or textual content inputs. Similar to OpenAI’s GPT-4o mini, Nova Lite is meant for fast summarization and interpretation of maps or video displays. As a result of it could perceive photos on laptop screens and execute perform calls, Amazon Nova Lite is appropriate for some quasi-autonomous chaining behaviors used for “AI agent” duties.
- Amazon Nova Professional is the mid-range mannequin. Amazon mentioned it really works sooner, extra precisely and prices lower than OpenAI’s GPT-4o or Google’s Gemini 1.5 Professional. Nova Professional can interpret textual content or photos and helps agent workflows.
As soon as clients have a Nova mannequin, they will refine it based mostly on their very own knowledge.
Along with the dimensions choices, organizations may also select from a picture technology mannequin (Amazon Nova Canvas) and a video mannequin (Amazon Nova Reels). Each of those are supposed to create “studio high quality” content material.
- Nova Canvas create photos based mostly on textual content or picture prompts. Amazon notes it contains safety features like watermarks and content material rails.
- Nova Reels creates six-second movies, with Amazon planning to increase the doable video size to 2 minutes in “the approaching months.”
SEE: AI regulation is underway in Australia, with a committee calling for main fashions from OpenAI, Meta and Google to depend as ‘excessive threat’.
What’s subsequent?
The fourth mannequin within the Nova collection, Nova Premier, won’t be accessible till the primary quarter of 2025. Amazon expects Nova Premier to convey multimodal (video, picture or text-to-text) interpretation and a sturdy knowledge library that organizations can use to coach different fashions.
Amazon additionally plans so as to add a mannequin that may naturally reply to spoken dialog. They’re additionally engaged on a multimodal-to-multimodal mannequin to interpret and output textual content, photos, video or audio.
Whereas it is nonetheless too early to see how Nova will compete with rivals like OpenAI, Google and Meta, Amazon has secured one main accomplice in SAP, which affords the fashions on its AI Core platform.
TechRepublic covers AWS re: Invent remotely.
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