OpenAI has announced a number of updates that may profit builders utilizing its AI companies, together with new embedding fashions, a lower cost for GPT-3.5 Turbo, an up to date GPT-4 Turbo preview, and extra sturdy content material moderation capabilities.
The San Francisco-based AI lab mentioned its new text-embedding-3-small and text-embedding-3-large fashions supply upgraded efficiency over earlier generations. For instance, text-embedding-3-large achieves common scores of 54.9 % on the MIRACL benchmark and 64.6 % on the MTEB benchmark, up from 31.4 % and 61 % respectively for the older text-embedding-ada-002 mannequin.
Moreover, OpenAI revealed the worth per 1,000 tokens has dropped 5x for text-embedding-3-small in comparison with text-embedding-ada-002, from $0.0001 to $0.00002. The corporate mentioned builders may also shorten embeddings to cut back prices with out considerably impacting accuracy.
Subsequent week, OpenAI plans to launch an up to date GPT-3.5 Turbo mannequin and minimize its pricing by 50 % for enter tokens and 25 % for output tokens. This may mark the third worth discount for GPT-3.5 Turbo up to now 12 months as OpenAI goals to drive extra adoption.
OpenAI has moreover up to date its GPT-4 Turbo preview to model gpt-4-0125-preview, noting over 70 % of requests have transitioned to the mannequin since its debut. Enhancements embody extra thorough completion of code era and different duties.
To assist builders constructing protected AI apps, OpenAI has additionally rolled out its most superior content material moderation mannequin but in text-moderation-007. The corporate mentioned this identifies probably dangerous textual content extra precisely than earlier variations.
Lastly, builders now have extra management over API keys and visibility into utilization metrics. OpenAI says builders can assign permissions to keys and consider consumption on a per-key stage to raised observe particular person merchandise or initiatives.
OpenAI says that extra platform enhancements are deliberate over the approaching months to cater for bigger improvement groups.
(Photograph by Jonathan Kemper on Unsplash)
See additionally: OpenAI suspends developer of politician-impersonating chatbot
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