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MiniLMv2-goemotions-v2

Text Classification
Transformers
Safetensors
English
roberta
emotion
emotions
multi-class-classification
multi-label-classification
Eval Results
Inference Endpoints
Model card Files Community
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Files changed (8) hide show
  1. config.json +88 -0
  2. merges.txt +0 -0
  3. model.safetensors +3 -0
  4. special_tokens_map.json +15 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +64 -0
  7. training_args.bin +3 -0
  8. vocab.json +0 -0
config.json ADDED
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+ {
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+ "_name_or_path": "nreimers/MiniLMv2-L6-H384-distilled-from-RoBERTa-Large",
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+ "RobertaForSequenceClassification"
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 384,
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+ "id2label": {
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+ "0": "admiration",
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+ "1": "amusement",
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+ "10": "disapproval",
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+ "11": "disgust",
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+ "12": "embarrassment",
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+ "13": "excitement",
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+ "14": "fear",
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+ "15": "gratitude",
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+ "16": "grief",
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+ "17": "joy",
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+ "18": "love",
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+ "19": "nervousness",
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+ "2": "anger",
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+ "20": "optimism",
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+ "21": "pride",
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+ "22": "realization",
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+ "23": "relief",
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+ "24": "remorse",
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+ "25": "sadness",
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+ "26": "surprise",
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+ "27": "neutral",
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+ "3": "annoyance",
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+ "4": "approval",
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+ "5": "caring",
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+ "6": "confusion",
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+ "7": "curiosity",
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+ "8": "desire",
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+ "9": "disappointment"
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+ },
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+ "initializer_range": 0.02,
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+ "desire": "8",
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+ "disapproval": "10",
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+ "embarrassment": "12",
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+ "excitement": "13",
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+ "fear": "14",
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+ "gratitude": "15",
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+ "grief": "16",
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+ "joy": "17",
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+ "love": "18",
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+ "nervousness": "19",
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+ "neutral": "27",
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+ "optimism": "20",
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+ "pride": "21",
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+ "realization": "22",
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+ "relief": "23",
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+ "remorse": "24",
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+ "sadness": "25",
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+ "surprise": "26"
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "max_position_embeddings": 514,
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+ "model_type": "roberta",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 6,
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+ "pad_token_id": 1,
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+ "position_embedding_type": "absolute",
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+ "problem_type": "multi_label_classification",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.36.0",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 50265
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+ }
merges.txt ADDED
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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training_args.bin ADDED
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vocab.json ADDED
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