Upload 2 files

config.json

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+{"name": "model_7", "trainable": true, "layers": [{"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 512], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_13"}, "registered_name": null, "name": "input_13", "inbound_nodes": []}, {"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_input_shape": [null, null], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_14"}, "registered_name": null, "name": "input_14", "inbound_nodes": []}, {"module": "keras.layers", "class_name": "Embedding", "config": {"name": "embedding_10", "trainable": true, "dtype": "float32", "batch_input_shape": [null, null], "input_dim": 25147, "output_dim": 300, "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, "input_length": null}, "registered_name": null, "build_config": {"input_shape": [null, 512]}, "name": "embedding_10", "inbound_nodes": [[["input_13", 0, 0, {}]]]}, {"module": "keras.layers", "class_name": "Embedding", "config": {"name": "embedding_11", "trainable": true, "dtype": "float32", "batch_input_shape": [null, null], "input_dim": 5493, "output_dim": 300, "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, "input_length": null}, "registered_name": null, "build_config": {"input_shape": [null, null]}, "name": "embedding_11", "inbound_nodes": [[["input_14", 0, 0, {}]]]}, {"module": "keras.layers", "class_name": "LSTM", "config": {"name": "lstm_10", "trainable": true, "dtype": "float32", "return_sequences": true, "return_state": true, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 400, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "recurrent_initializer": {"module": "keras.initializers", "class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "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": 0.4, "recurrent_dropout": 0.4, "implementation": 1}, "registered_name": null, "build_config": {"input_shape": [null, 512, 300]}, "name": "lstm_10", "inbound_nodes": [[["embedding_10", 0, 0, {}]]]}, {"module": "keras.layers", "class_name": "LSTM", "config": {"name": "lstm_11", "trainable": true, "dtype": "float32", "return_sequences": true, "return_state": true, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 400, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "recurrent_initializer": {"module": "keras.initializers", "class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "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": 0.4, "recurrent_dropout": 0.2, "implementation": 1}, "registered_name": null, "build_config": {"input_shape": [[null, null, 300], [null, 400], [null, 400]]}, "name": "lstm_11", "inbound_nodes": [[["embedding_11", 0, 0, {}], ["lstm_10", 0, 1, {}], ["lstm_10", 0, 2, {}]]]}, {"module": "keras.layers", "class_name": "Attention", "config": {"name": "attention_10", "trainable": true, "dtype": "float32", "dropout": 0.0, "use_scale": false, "score_mode": "dot"}, "registered_name": null, "build_config": {"input_shape": [[null, 512, 400], [null, null, 400]]}, "name": "attention_10", "inbound_nodes": [[["lstm_10", 0, 0, {}], ["lstm_11", 0, 0, {}]]]}, {"module": "keras.layers", "class_name": "Attention", "config": {"name": "attention_11", "trainable": true, "dtype": "float32", "dropout": 0.0, "use_scale": false, "score_mode": "dot"}, "registered_name": null, "build_config": {"input_shape": [[null, null, 400], [null, 512, 400]]}, "name": "attention_11", "inbound_nodes": [[["lstm_11", 0, 0, {}], ["attention_10", 0, 0, {}]]]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "dense_5", "trainable": true, "dtype": "float32", "units": 5493, "activation": "softmax", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, null, 400]}, "name": "dense_5", "inbound_nodes": [[["attention_11", 0, 0, {}]]]}], "input_layers": [["input_13", 0, 0], ["input_14", 0, 0]], "output_layers": [["dense_5", 0, 0]]}

lstm_model.h5

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