from flax import serialization

# Export the FLAX model
model_params = model.params
serialized_model = serialization.to_bytes(model_params)

# Save the serialized model to a file
with open('model.flax', 'wb') as f:
    f.write(serialized_model)

# Deploy the exported model using a custom deployment pipeline
# ... (Implementation depends on the deployment setup)

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