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README.md
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@@ -101,32 +101,5 @@ from huggingface_hub.keras_mixin import from_pretrained_keras
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from_pretrained_keras("your-username/your-awesome-model)
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</pre>
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</div>
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<div class="lg:col-span-1">
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<p class="mb-4">
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If you'd like to upload 🤗Transformers based Keras checkpoints and let us host your metrics interactively in the repo in with TensorBoard, use <a
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href="https://huggingface.co/transformers/v4.12.5/_modules/transformers/keras_callbacks.html#PushToHubCallback"
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>PushToHubCallback</a
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>
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like follows:
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</p>
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<div
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class="p-4 bg-gradient-to-b from-gray-50-to-white border border-gray-100 rounded-lg relative mb-4"
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>
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<pre
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class="break-words leading-1 whitespace-pre-line text-xs md:text-sm text-gray-800">
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!pip install huggingface-hub
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!huggingface-cli login
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from transformers.keras_callbacks import PushToHubCallback
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from tensorflow.keras.callbacks import TensorBoard
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tensorboard_callback = TensorBoard(log_dir = "./logs/tensorboard")
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push_to_hub_callback = PushToHubCallback(output_dir="./logs",
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tokenizer=tokenizer,
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hub_model_id=model_id)
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callbacks = [tensorboard_callback, push_to_hub_callback]
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model.fit(..., callbacks=callbacks, ...)
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</pre>
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</div>
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from_pretrained_keras("your-username/your-awesome-model)
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</pre>
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</div>
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</div>
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