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@@ -16,7 +16,7 @@ Weco systematically optimizes your code, guided directly by your evaluation metr
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Example applications include:
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- **GPU Kernel Optimization**: Reimplement PyTorch functions using [CUDA](/examples/cuda/README.md) or [Triton](/examples/triton/README.md), optimizing for `latency`, `throughput`, or `memory_bandwidth`.
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- **Model Development**: Tune feature transformations or architectures in [ML model development](/examples/spaceship-titanic/README.md), optimizing for `validation_accuracy`, `AUC`, or `Sharpe Ratio`.
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- **Model Development**: Tune feature transformations, architectures or [the whole training pipeline](/examples/spaceship-titanic/README.md), optimizing for `validation_accuracy`, `AUC`, or `Sharpe Ratio`.
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- **Prompt Engineering**: Refine prompts for LLMs (e.g., for [math problems](/examples/prompt/README.md)), optimizing for `win_rate`, `relevance`, or `format_adherence`
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![image](assets/example-optimization.gif)

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