Save model using Keras.

README.md

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+
+---
+library_name: keras
+---
+
+This model has been uploaded using the Keras library and can be used with JAX,
+TensorFlow, and PyTorch backends.
+
+This model card has been generated automatically and should be completed by the
+model author.
+See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for
+more information.
+
+For more details about the model architecture, check out
+[config.json](./config.json).A plot of the model can be found [here](./assets/summary_plot.png).

config.json

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+{"module": "keras.src.models.functional", "class_name": "Functional", "config": {"name": "functional_2", "trainable": true, "layers": [{"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_shape": [null, 200], "dtype": "float32", "sparse": false, "name": "input_layer"}, "registered_name": null, "name": "input_layer", "inbound_nodes": []}, {"module": "keras.layers", "class_name": "Embedding", "config": {"name": "embedding", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "input_dim": 20000, "output_dim": 256, "embeddings_initializer": {"module": "keras.initializers", "class_name": "RandomUniform", "config": {"minval": -0.05, "maxval": 0.05, "seed": null}, "registered_name": null}, "embeddings_regularizer": null, "activity_regularizer": null, "embeddings_constraint": null, "mask_zero": false}, "registered_name": null, "build_config": {"input_shape": [null, 200]}, "name": "embedding", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 200], "dtype": "float32", "keras_history": ["input_layer", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Bidirectional", "config": {"name": "bi_lstm_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 133891241280848}, "merge_mode": "concat", "layer": {"module": "keras.layers", "class_name": "LSTM", "config": {"name": "forward_lstm_4", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "return_sequences": true, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "zero_output_for_mask": true, "units": 128, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null, "shared_object_id": 133891073754448}, "recurrent_initializer": {"module": "keras.initializers", "class_name": "OrthogonalInitializer", "config": {"gain": 1.0, "seed": null}, "registered_name": null, "shared_object_id": 133891073753728}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null, "shared_object_id": 133891073756080}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "seed": null}, "registered_name": null, "build_config": {"input_shape": [null, 200, 256]}}, "backward_layer": {"module": "keras.layers", "class_name": "LSTM", "config": {"name": "backward_lstm_4", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", 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"recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "seed": null}, "registered_name": null, "build_config": {"input_shape": [null, 200, 256]}}}, "registered_name": null, "build_config": {"input_shape": [null, 200, 256]}, "name": "bi_lstm_1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 200, 256], "dtype": "float32", "keras_history": ["embedding", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv1D", "config": {"name": "conv1d_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null, "shared_object_id": 133891241280848}, "filters": 128, "kernel_size": [5], "strides": [1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", 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metadata.json

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+{"keras_version": "3.5.0", "date_saved": "2024-12-07@08:19:47"}

model.weights.h5

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