Class: Leva::Optimizers::Miprov2Optimizer

Inherits:
Base
  • Object
show all
Defined in:
app/services/leva/optimizers/miprov2_optimizer.rb

Overview

MIPROv2 optimization strategy.

Uses Bayesian optimization with Gaussian Processes for efficient prompt search.

Requires the dspy-miprov2 gem.

Instance Attribute Summary

Attributes inherited from Base

#metric, #mode, #model, #progress_callback

Instance Method Summary collapse

Methods inherited from Base

#initialize, #optimize

Constructor Details

This class inherits a constructor from Leva::Optimizers::Base

Instance Method Details

#optimizer_name ⇒ Object 



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# File 'app/services/leva/optimizers/miprov2_optimizer.rb', line 16

def optimizer_name
  "MIPROv2"
end

#optimizer_type ⇒ Object 



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# File 'app/services/leva/optimizers/miprov2_optimizer.rb', line 20

def optimizer_type
  :miprov2
end

#step_name ⇒ Object 



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# File 'app/services/leva/optimizers/miprov2_optimizer.rb', line 12

def step_name
  "miprov2_optimizing"
end