emotions-analyzer-bert / config.json
logasanjeev's picture
Update config.json
88ca46a verified
{
"finetuned_from": "bert-base-uncased",
"architectures": ["BertForSequenceClassification"],
"num_labels": 28,
"problem_type": "multi_label_classification",
"batch_size": 16,
"max_length": 128,
"epochs": 5,
"learning_rate": 2e-05,
"weight_decay": 0.01,
"focal_loss_alpha": 1,
"focal_loss_gamma": 2,
"id2label": {
"0": "admiration",
"1": "amusement",
"2": "anger",
"3": "annoyance",
"4": "approval",
"5": "caring",
"6": "confusion",
"7": "curiosity",
"8": "desire",
"9": "disappointment",
"10": "disapproval",
"11": "disgust",
"12": "embarrassment",
"13": "excitement",
"14": "fear",
"15": "gratitude",
"16": "grief",
"17": "joy",
"18": "love",
"19": "nervousness",
"20": "optimism",
"21": "pride",
"22": "realization",
"23": "relief",
"24": "remorse",
"25": "sadness",
"26": "surprise",
"27": "neutral"
},
"label2id": {
"admiration": 0,
"amusement": 1,
"anger": 2,
"annoyance": 3,
"approval": 4,
"caring": 5,
"confusion": 6,
"curiosity": 7,
"desire": 8,
"disappointment": 9,
"disapproval": 10,
"disgust": 11,
"embarrassment": 12,
"excitement": 13,
"fear": 14,
"gratitude": 15,
"grief": 16,
"joy": 17,
"love": 18,
"nervousness": 19,
"optimism": 20,
"pride": 21,
"realization": 22,
"relief": 23,
"remorse": 24,
"sadness": 25,
"surprise": 26,
"neutral": 27
}
}