Text Classification
Transformers
Safetensors
English
bert
emotion
classification
neurobert
emojis
emotions
v1.0
sentiment-analysis
nlp
lightweight
chatbot
social-media
mental-health
short-text
emotion-detection
real-time
expressive
ai
machine-learning
english
inference
edge-ai
smart-replies
tone-analysis
contextual-ai
wearable-ai
{ | |
"architectures": [ | |
"BertForSequenceClassification" | |
], | |
"attention_probs_dropout_prob": 0.1, | |
"classifier_dropout": null, | |
"hidden_act": "gelu", | |
"hidden_dropout_prob": 0.1, | |
"hidden_size": 256, | |
"id2label": { | |
"0": "anger", | |
"1": "confusion", | |
"2": "desire", | |
"3": "disgust", | |
"4": "fear", | |
"5": "guilt", | |
"6": "happiness", | |
"7": "love", | |
"8": "neutral", | |
"9": "sadness", | |
"10": "sarcasm", | |
"11": "shame", | |
"12": "surprise" | |
}, | |
"initializer_range": 0.02, | |
"intermediate_size": 1024, | |
"label2id": { | |
"anger": 0, | |
"confusion": 1, | |
"desire": 2, | |
"disgust": 3, | |
"fear": 4, | |
"guilt": 5, | |
"happiness": 6, | |
"love": 7, | |
"neutral": 8, | |
"sadness": 9, | |
"sarcasm": 10, | |
"shame": 11, | |
"surprise": 12 | |
}, | |
"layer_norm_eps": 1e-12, | |
"max_position_embeddings": 512, | |
"model_type": "bert", | |
"num_attention_heads": 4, | |
"num_hidden_layers": 8, | |
"pad_token_id": 0, | |
"position_embedding_type": "absolute", | |
"problem_type": "single_label_classification", | |
"torch_dtype": "float32", | |
"transformers_version": "4.51.3", | |
"type_vocab_size": 2, | |
"use_cache": true, | |
"vocab_size": 30522 | |
} | |