Basic Examples¶

Get Started with FusionBench CLI¶

Structured Configs

Learn how to build structured configuration files and group configurations effectively in FusionBench.

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CLIP Simple Average

Merge clip vision models using simple average.

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CLIP Task Arithmetic

Merge CLIP vision models using task arithmetic, allowing you to adjust the scaling factor as a hyperparameter.

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Evaluate Single CLIP Model

Evaluate the performance of a single CLIP model on image classification tasks.

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Merge Large Language Models

Merge large language models using SLERP.

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Import and Use Merging Algorithms

Learn how to import and use different merging algorithms in FusionBench.

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Parallel Ensemble

Learn how to create an ensemble from multiple CLIP vision models and inference in parallel using FusionBench.

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