Fix TF example in quicktour (#22960)
* Fix TF example in quicktour * Fix model.fit() and the dataset section too
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@@ -528,7 +528,7 @@ All models are a standard [`tf.keras.Model`](https://www.tensorflow.org/api_docs
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```py
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```py
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>>> dataset = dataset.map(tokenize_dataset) # doctest: +SKIP
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>>> dataset = dataset.map(tokenize_dataset) # doctest: +SKIP
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>>> tf_dataset = model.prepare_tf_dataset(
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>>> tf_dataset = model.prepare_tf_dataset(
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... dataset, batch_size=16, shuffle=True, tokenizer=tokenizer
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... dataset["train"], batch_size=16, shuffle=True, tokenizer=tokenizer
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... ) # doctest: +SKIP
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... ) # doctest: +SKIP
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```
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```
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@@ -538,7 +538,7 @@ All models are a standard [`tf.keras.Model`](https://www.tensorflow.org/api_docs
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>>> from tensorflow.keras.optimizers import Adam
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>>> from tensorflow.keras.optimizers import Adam
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>>> model.compile(optimizer=Adam(3e-5))
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>>> model.compile(optimizer=Adam(3e-5))
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>>> model.fit(dataset) # doctest: +SKIP
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>>> model.fit(tf_dataset) # doctest: +SKIP
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```
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```
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## What's next?
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## What's next?
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@@ -247,7 +247,7 @@ reduces the number of padding tokens compared to padding the entire dataset.
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```py
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```py
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>>> tf_dataset = model.prepare_tf_dataset(dataset, batch_size=16, shuffle=True, tokenizer=tokenizer)
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>>> tf_dataset = model.prepare_tf_dataset(dataset["train"], batch_size=16, shuffle=True, tokenizer=tokenizer)
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```
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```
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Note that in the code sample above, you need to pass the tokenizer to `prepare_tf_dataset` so it can correctly pad batches as they're loaded.
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Note that in the code sample above, you need to pass the tokenizer to `prepare_tf_dataset` so it can correctly pad batches as they're loaded.
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