ai-venkat-r
commited on
Commit
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f22eaf8
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Parent(s):
975257f
Tech: Change Model type in config to enable inference API (#16)
Browse files- tech: update config to enable inference (57f695327786b639286dbcb4844bfab38d3bb111)
- config.json +32 -20
config.json
CHANGED
@@ -1,23 +1,35 @@
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{
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"model_type": "
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"
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"library_name": "tensorflow",
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"
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"
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"train_data_size": 5000,
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"
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"Lifestyle",
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"Movies & Entertainment",
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"Food & Dining",
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"Others"
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{
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"model_type": "custom",
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"architectures": ["LSTM"],
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"library_name": "tensorflow",
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"task_specific_params": {
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"text-classification": {
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"vocab_size": 500,
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"embedding_dim": 64,
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"hidden_size": 64,
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"num_layers": 2,
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"dropout_rate": 0.2,
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"max_sequence_length": 10
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}
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},
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"training_params": {
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"batch_size": 8,
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"epochs": 50,
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"loss_function": "sparse_categorical_crossentropy",
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"optimizer": "adam",
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"metrics": ["accuracy"]
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},
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"train_data_size": 5000,
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"id2label": {
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"0": "Lifestyle",
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"1": "Movies & Entertainment",
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"2": "Food & Dining",
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"3": "Others"
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},
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"label2id": {
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"Lifestyle": 0,
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"Movies & Entertainment": 1,
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"Food & Dining": 2,
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"Others": 3
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}
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}
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