esg-topic-classifier / training_meta.json
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Upload ESG Topic Classifier (Macro-F1: 0.7070)
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{
"model_name": "vinai/phobert-base-v2",
"max_length": 256,
"seed": 42,
"lr": 2e-05,
"epochs": 8,
"batch_size": 16,
"weight_decay": 0.01,
"warmup_ratio": 0.06,
"grad_clip": 1.0,
"label2id": {
"E": 0,
"Financing": 1,
"G": 2,
"Non-ESG": 3,
"Policy": 4,
"S": 5
},
"id2label": {
"0": "E",
"1": "Financing",
"2": "G",
"3": "Non-ESG",
"4": "Policy",
"5": "S"
},
"device": "cuda",
"class_weights": {
"E": 2.0625388622283936,
"Financing": 1.3524844646453857,
"G": 0.41045546531677246,
"Non-ESG": 0.2110014110803604,
"Policy": 1.5000282526016235,
"S": 0.46349185705184937
}
}