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mediapipe_model_maker.text_classifier.SupportedModels
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Predefined text classifier model specs supported by Model Maker.
Class Variables |
AVERAGE_WORD_EMBEDDING_CLASSIFIER
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<SupportedModels.AVERAGE_WORD_EMBEDDING_CLASSIFIER: functools.partial(<class 'mediapipe_model_maker.python.text.text_classifier.model_spec.AverageWordEmbeddingClassifierSpec'>)>
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MOBILEBERT_CLASSIFIER
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<SupportedModels.MOBILEBERT_CLASSIFIER: functools.partial(<class 'mediapipe_model_maker.python.text.text_classifier.model_spec.BertClassifierSpec'>, files='https://tfhub.dev/google/mobilebert/uncased_L-24_H-128_B-512_A-4_F-4_OPT/1', hparams=BertHParams(learning_rate=3e-05, batch_size=48, epochs=3, steps_per_epoch=None, class_weights=None, shuffle=False, repeat=False, export_dir='/tmpfs/tmp/tmpnt_h4p9w', distribution_strategy='off', num_gpus=0, tpu='', _strategy=<tensorflow.python.distribute.distribute_lib._DefaultDistributionStrategy object>, end_learning_rate=0.0, optimizer=<BertOptimizer.ADAMW: 'adamw'>, weight_decay=0.01, desired_precisions=[], desired_recalls=[], gamma=2.0, tokenizer=<SupportedBertTokenizers.FULL_TOKENIZER: 'fulltokenizer'>, checkpoint_frequency=0), name='MobileBERT', is_tf2=False)>
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Last updated 2024-05-07 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{
"lastModified": "Last updated 2024-05-07 UTC.",
"confidential": False
}