Solutions: Generative AI Platforms
Alltold solutions help Generative AI platforms produce images and videos of people that match brand, agency, and studio expectations.
Step 1
Step 2
Step 3
Alltold solutions for Generative AI providers fall into two categories:
Step 1
Step 2
Step 3
I. Solutions for model training
- Training dataset evaluations
- Model baseline evaluations
These solutions give a model trainer insight into the distribution of people in the dataset and in the trained models, highlighting areas for further dataset acquisition and model fine-tuning.
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Training dataset evaluations
The dataset you use in pre-training influences the distribution of people generation of the trained model. Knowing what’s in your dataset is a necessary first step.
Alltold evaluations deliver analytics on the distribution of people across your training data from the individual person detected, to image or video level analytics, to insight into groups of people.
Model baseline evaluations
Distributions of people present in training data don’t map directly to distributions of people generated from a trained model or candidate model. It’s important to measure distributions of a model as well.
Alltold model baselining generates a statistically significant set of images of people following a standard methodology, and measures the distribution. If training set evaluations exist, it compares the model baseline to the training set evaluation.
II. Solutions for trained models
- Alltold prompt iterations
- Alltold prompt / response insights API
These solutions allow a Generative AI platform to offer users functionality to optimize their use of a trained model.
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Alltold prompt iterations
Enterprises need to ensure Generative AI use is adhering to brand or organization guidelines. Training can help, but integrated tooling gives enterprises the confidence they need for broader organizational rollouts.
Alltold prompt iterations allow an organization to set a desired distribution across a set of identity attributes, and suggests prompt modifications to encourage people generation in accordance with the guideline distributions.
Alltold prompt / response insights
In addition to setting guidelines for desired distributions, enterprises need a reporting mechanism to measure performance over time.
Alltold prompt / response reporting shows how closely organizational people generations have aligned to brand guidelines and organizational guardrails.