Optimization Agent

Save Time Finding The Best Optimization Configuration

Save Time Finding The Best Optimization Configuration

Our optimization agent finds the best algorithm configuration for your model based on your specific objectives, requirements, and constraints.

Our optimization agent finds the best algorithm configuration for your model based on your specific objectives, requirements, and constraints.

pip install pruna

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pip install pruna

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pip install pruna

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Find the Best Fit, Automatically

Get a faster inference without the trial-and-error process.

Your model knows what it needs; the Optimization Agent just listens. There is no guesswork—just smart, context-aware optimization delivered automatically.



By analyzing its architecture, target hardware, and performance goals, it smartly selects:

The right optimization algorithms

The most effective algorithm combinations

The ideal hyper parameters to match

Just 3 Steps to
Efficient Models

Just 3 Steps to
Efficient Models

Just 3 Steps to
Efficient Models

No heavy setup. No manual fine-tuning. Just:

No heavy setup. No manual fine-tuning. Just:

No heavy setup. No manual fine-tuning. Just:

  1. Load your model
    Any architecture, any size.

  1. Set your goal
    Speed, quality, memory… You choose the metrics that matter.

  1. Launch the Optimization Agent
    It finds the best path. You get the best results.

Visualize the Results, Choose with Confidence

See the trade-offs. Spot the sweet spot.



After optimization, runs can be plotted on a Pareto front, giving you a clear view of performance vs. efficiency. There is no digging through logs, just clean, actionable insight.

... and pick the best trial or the best trade-off.

Speed Up Your Models With Pruna AI

Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna AI.

pip install pruna

Copied

Speed Up Your Models With Pruna AI

Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with Pruna AI.

pip install pruna

Copied

Speed Up Your Models With Pruna AI

Inefficient models drive up costs, slow down your productivity and increase carbon emissions. Make your AI more accessible and sustainable with
Pruna AI.

pip install pruna

Copied