Fix typos in contrastive-image-text example README (#21665)
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@@ -50,9 +50,9 @@ COCO_DIR = os.path.join(os.getcwd(), "data")
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ds = datasets.load_dataset("ydshieh/coco_dataset_script", "2017", data_dir=COCO_DIR)
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ds = datasets.load_dataset("ydshieh/coco_dataset_script", "2017", data_dir=COCO_DIR)
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```
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```
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### Create a model from a vision encoder model and a text decoder model
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### Create a model from a vision encoder model and a text encoder model
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Next, we create a [VisionTextDualEncoderModel](https://huggingface.co/docs/transformers/model_doc/vision-text-dual-encoder#visiontextdualencoder).
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Next, we create a [VisionTextDualEncoderModel](https://huggingface.co/docs/transformers/model_doc/vision-text-dual-encoder#visiontextdualencoder).
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The `VisionTextDualEncoderModel` class let's you load any vision and text encoder model to create a dual encoder.
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The `VisionTextDualEncoderModel` class lets you load any vision and text encoder model to create a dual encoder.
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Here is an example of how to load the model using pre-trained vision and text models.
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Here is an example of how to load the model using pre-trained vision and text models.
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```python3
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```python3
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