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just-another-emotion-classifier

Text Classification Transformers PyTorch
English bert emotion-classification Inference Endpoints
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just-another-emotion-classifier
File size: 2,316 Bytes 
87b1b0d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "bhadresh-savani/bert-base-go-emotion",
  "activation": "gelu",
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "dim": 768,
  "dropout": 0.1,
  "hidden_act": "gelu",
  "hidden_dim": 3072,
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "afraid",
    "1": "angry",
    "2": "annoyed",
    "3": "anticipating",
    "4": "anxious",
    "5": "apprehensive",
    "6": "ashamed",
    "7": "caring",
    "8": "confident",
    "9": "content",
    "10": "devastated",
    "11": "disappointed",
    "12": "disgusted",
    "13": "embarrassed",
    "14": "excited",
    "15": "faithful",
    "16": "furious",
    "17": "grateful",
    "18": "guilty",
    "19": "hopeful",
    "20": "impressed",
    "21": "jealous",
    "22": "joyful",
    "23": "lonely",
    "24": "nostalgic",
    "25": "prepared",
    "26": "proud",
    "27": "sad",
    "28": "sentimental",
    "29": "surprised",
    "30": "terrified",
    "31": "trusting"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "afraid": 0,
    "angry": 1,
    "annoyed": 2,
    "anticipating": 3,
    "anxious": 4,
    "apprehensive": 5,
    "ashamed": 6,
    "caring": 7,
    "confident": 8,
    "content": 9,
    "devastated": 10,
    "disappointed": 11,
    "disgusted": 12,
    "embarrassed": 13,
    "excited": 14,
    "faithful": 15,
    "furious": 16,
    "grateful": 17,
    "guilty": 18,
    "hopeful": 19,
    "impressed": 20,
    "jealous": 21,
    "joyful": 22,
    "lonely": 23,
    "nostalgic": 24,
    "prepared": 25,
    "proud": 26,
    "sad": 27,
    "sentimental": 28,
    "surprised": 29,
    "terrified": 30,
    "trusting": 31
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "n_heads": 12,
  "n_layers": 6,
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "problem_type": "multi_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.22.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}