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bert_tiny_imdb

Text Classification
KerasNLP
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bert_tiny_imdb
File size: 2,622 Bytes 
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{
    "module": "keras_nlp.src.models.bert.bert_classifier",
    "class_name": "BertClassifier",
    "config": {
        "backbone": {
            "module": "keras_nlp.src.models.bert.bert_backbone",
            "class_name": "BertBackbone",
            "config": {
                "name": "bert_backbone",
                "trainable": true,
                "vocabulary_size": 30522,
                "num_layers": 2,
                "num_heads": 2,
                "hidden_dim": 128,
                "intermediate_dim": 512,
                "dropout": 0.1,
                "max_sequence_length": 512,
                "num_segments": 2
            },
            "registered_name": "keras_nlp>BertBackbone"
        },
        "preprocessor": {
            "module": "keras_nlp.src.models.bert.bert_preprocessor",
            "class_name": "BertPreprocessor",
            "config": {
                "name": "bert_preprocessor",
                "trainable": true,
                "dtype": {
                    "module": "keras",
                    "class_name": "DTypePolicy",
                    "config": {
                        "name": "float32"
                    },
                    "registered_name": null
                },
                "tokenizer": {
                    "module": "keras_nlp.src.models.bert.bert_tokenizer",
                    "class_name": "BertTokenizer",
                    "config": {
                        "name": "bert_tokenizer",
                        "trainable": true,
                        "dtype": {
                            "module": "keras",
                            "class_name": "DTypePolicy",
                            "config": {
                                "name": "int32"
                            },
                            "registered_name": null
                        },
                        "vocabulary": null,
                        "sequence_length": null,
                        "lowercase": true,
                        "strip_accents": false,
                        "split": true,
                        "suffix_indicator": "##",
                        "oov_token": "[UNK]"
                    },
                    "registered_name": "keras_nlp>BertTokenizer"
                },
                "sequence_length": 512,
                "truncate": "round_robin"
            },
            "registered_name": "keras_nlp>BertPreprocessor"
        },
        "name": "bert_classifier",
        "num_classes": 2,
        "activation": "linear",
        "dropout": 0.1
    },
    "registered_name": "keras_nlp>BertClassifier"
}