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model optimization
Pruna pairs automated metrics with human judgment to check that faster models still look right.
Pruna makes image and video generation models faster, cheaper and smaller. Each optimization has to keep output quality intact, so Pruna combines automated evaluation with human assessment from Rapidata.
The challenge
Optimizing a model is only worth it if people cannot tell the quality dropped. Automated metrics are fast but do not settle that question on their own; Pruna needed real human assessment alongside them.
How Pruna uses Rapidata
Pruna runs automated evaluation and adds human quality assessment through Rapidata, so every optimized model is checked by people as well as by metrics.
The result
According to Pruna's CEO, the combination gives the team fast, reliable model evaluations it can trust.
“Rapidata combines the best of both worlds: automation for efficient evaluation and human insight for real quality assessment. The result is fast, reliable model evaluations you can actually trust.”
Source: Customer testimonial on rapidata.ai · pruna.ai