|
{ |
|
"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 |
|
} |
|
} |