synth-optimizers 0.1.1

Public Synth MIPROv2 optimizer package.

synth-optimizers

Public Synth optimizer package source.

PyPI distribution: synth-optimizers

Current package version: 0.1.1

The initial public package contains the Synth Lab-derived MIPROv2 optimizer surface under synth_optimizers.miprov2.

Install

pip install synth-optimizers

MIPROv2 Usage

from synth_optimizers.miprov2 import MiproCompatRunConfig, optimize

result = optimize(
    seed_candidate={"system_prompt": "You are a careful assistant."},
    trainset=train_rows,
    valset=heldout_rows,
    adapter=my_adapter,
    task_lm="openai/gpt-4.1-mini",
    reflection_lm="openai/gpt-5",
    config=MiproCompatRunConfig(
        dataset="banking77",
        task="first5_intents",
        optimizer_budget=8,
        max_concurrency=4,
    ),
)

print(result.best_candidate)
print(result.val_aggregate_scores[result.best_idx])

Layout

src/
  synth_optimizers/
    miprov2/

Release

This package releases independently from other packages in this monorepo. See RELEASE.md for the manual release workflow.