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"model_type": "bert-emotion-detection",
"base_model": "bert-base-chinese",
"architecture": "EmotionDetectionModel",
"task": "emotion-classification",
"num_emotions": 6,
"emotion_labels": {
"0": "sadness",
"1": "joy",
"2": "love",
"3": "anger",
"4": "fear",
"5": "surprise"
},
"model_params": {
"hidden_size": 768,
"dropout": 0.1,
"classifier_architecture": "two-layer-mlp",
"intermediate_size": 384
},
"training_info": {
"dataset": "dair-ai/emotion",
"max_length": 512,
"validation_accuracy": 0.9147,
"framework": "pytorch"
},
"inference": {
"max_length": 512,
"batch_size": 16,
"device": "cuda or cpu"
},
"version": "1.0",
"created_by": "LongEmotion Detection Task"
} |