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import tensorflow as tf
from transformers.modeling_tf_utils import TFPreTrainedModel
from configuration_my_model import MyModelConfig
class TFMyModelPretrainedModel(TFPreTrainedModel):
config_class = MyModelConfig
class TFMyModel(TFMyModelPretrainedModel):
def __init__(self, config: MyModelConfig):
super().__init__(config)
self.config = config
self.n_layers = config.n_layers
self.hidden_dim = config.hidden_dim
self.linear = tf.keras.layers.Dense(units=config.n_layers)
config = MyModelConfig()
model = TFMyModel(config)
print(model)
model.save_pretrained("my_model") |