AWS subscribers now have entry to generative AI fashions that rival GPT-4o. On Dec. 3, throughout the AWS re:Invent occasion held in Las Vegas and on-line, AWS introduced six new mannequin sizes for various use instances within the new Amazon Nova household.
“Inside Amazon, now we have about 1,000 generative AI functions in movement, and we’ve had a hen’s-eye view of what utility builders are nonetheless grappling with,” Rohit Prasad, SVP of Amazon Synthetic Basic Intelligence, mentioned within the press release.
“Our new Amazon Nova fashions are meant to assist with these challenges for inside and exterior builders and supply compelling intelligence and content material technology whereas additionally delivering significant progress on latency, cost-effectiveness, customization, Retrieval Augmented Era (RAG), and agentic capabilities.”
What’s Amazon Nova?
Amazon Nova is a line of generative AI basis fashions obtainable on AWS’s Amazon Bedrock AI internet hosting service. Organizations can experiment with three measurement choices right now:
- Amazon Nova Micro is a text-only mannequin with a fast 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 functions requiring fast responses at a comparatively low price.
- Amazon Nova Lite is one other small mannequin within the Nova household. In contrast to Micro, it may analyze both picture, video, or textual content inputs. Akin to OpenAI’s GPT-4o mini, Nova Lite is meant for fast summarization and interpretation of charts or video displays. As a result of it may perceive photographs on laptop screens and carry out operate calling, Amazon Nova Lite is suitable for some quasi-autonomous chained behaviors used for “AI agent” duties.
- Amazon Nova Professional is the mid-range mannequin. Amazon mentioned it performs quicker, extra precisely, and prices lower than OpenAI’s GPT-4o or Google’s Gemini 1.5 Professional. Nova Professional can interpret textual content or photographs and helps agentic workflows.
As soon as clients have a Nova mannequin, they will fine-tune it based mostly on their proprietary knowledge.
Along with the dimensions choices, organizations may also choose from a picture technology mannequin (Amazon Nova Canvas) and a video mannequin (Amazon Nova Reels). Each of those are meant to create “studio-quality” content material.
- Nova Canvas creates photographs based mostly on textual content or picture prompts. Amazon notes it consists of security options reminiscent of watermarking and content material guardrails.
- 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 ongoing in Australia, with a committee calling for giant fashions from OpenAI, Meta, and Google to depend as “high-risk.”
What’s subsequent?
The fourth mannequin within the Nova line, Nova Premier, won’t be obtainable till the primary quarter of 2025. Amazon expects Nova Premier to deliver multimodal (video, picture, or text-to-text) interpretation and a hefty knowledge library that organizations can use to coach different fashions.
Additionally, Amazon plans so as to add a mannequin that may reply naturally to spoken dialog. They’re additionally engaged on a multimodal-to-multimodal mannequin to interpret and output textual content, photographs, video, or audio.
Whereas it’s but too early to see how Nova will compete with rivals like OpenAI, Google, and Meta, Amazon scored one main associate in SAP, which presents the fashions on its AI Core platform.
TechRepublic is masking AWS re:Invent remotely.