BUNCH allocates managed teams to iteratively improve your multimodal models and LLMs for breadth and depth by honing in on a task-specific dataset. Our specialists provide feedback in the form of weight adjustments, labeling for sentiment, grammar, data, and other corrections, avoiding overfitting and ensuring safety guardrails are maintained with accuracy within the model's designed boundaries, improving its performance.
Our managed teams interpret industry-specific signals to refine confidence scores and optimize output accuracy. We handle both large and small models, supervising complex tasks like training on smaller and more specific datasets in order for the base model to perform on a wider range of topics with precision.
Safety improvements are ensured through a triple pass of rare output flags, edge cases, and branches within the input-output schema.
Understand the true nature of your model. Without iterative audits, evaluation, or tuning, your model is left in the dark, vulnerable to undesirable outputs and at risk of perpetuating errors. We utilize proven iterative methods, combining the right human talent with precise feedback loops, to ensure your LLMs and models are properly calibrated and guided towards delivering the best, clearest outputs for your users.
Using iterative background prompts, your model will gravitate towards the originally designated output within its safety boundaries, moving closer to the value your users expect, and keeping responses in context.
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Get a custom plan with elastic pricing models that fit your model size, dataset, and industry-specific uses
The size of your safety specialist team can grow with your model's evolution with user input, dataset size, and expanded capabilities
Continuous training and rigorous QA complemented by double-pass techiques secure the highest accuracy
Our specialists have experience in testing AI models and advanced LLMs across many industries, sizes, and capabilities
We will produce a demo project and come back to you with proposed productivity estimates and quality thresholds
Our exposure to different dashboards enables us to handle high-volume exceptional efficiency standards
We permanently delete all data and model interactions upon completion of milestones. Our in-house team is under strict NDA to protect your business confidentiality.
We meet international compliance standards for data handling and processing, security, confidentiality, and privacy
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We set full-time teams and work on one-time projects of all sizes.