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[Tests] reduce the model size in the audioldm2 fast test #7846

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ariG23498
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What does this PR do?

Reduces the model sizes in the AudioLDM2 fast tests.

Tagging Issue: #7677

CC: @sayakpaul for visibility.

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@sayakpaul sayakpaul left a comment

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Thanks! Going to request @sanchit-gandhi to do a pass too before merging.

@ariG23498
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Gentle ping here!

@ariG23498
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Gentle ping here!

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2 participants