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Fixed documentation for Zero-Shot Prediction #316

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Fixed documentation for Zero-Shot Prediction #316

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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -112,8 +112,8 @@ with torch.no_grad():
text_features = model.encode_text(text_inputs)

# Pick the top 5 most similar labels for the image
image_features /= image_features.norm(dim=-1, keepdim=True)
text_features /= text_features.norm(dim=-1, keepdim=True)
image_features /= image_features.norm(dim=1, keepdim=True)
text_features /= text_features.norm(dim=1, keepdim=True)
similarity = (100.0 * image_features @ text_features.T).softmax(dim=-1)
values, indices = similarity[0].topk(5)

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