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Pass your compute_metrics function to KerasMetricCallback,
and use the PushToHubCallback to upload the model:
from transformers.keras_callbacks import KerasMetricCallback, PushToHubCallback
metric_callback = KerasMetricCallback(metric_fn=compute_metrics, eval_dataset=tf_eval_dataset)
push_to_hub_callback = PushToHubCallback(
output_dir="food_classifier",
tokenizer=image_processor,
save_strategy="no",
)
callbacks = [metric_callback, push_to_hub_callback]
Finally, you are ready to train your model! |