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DeBERTa-v3-large context classifier (F1=0.857, 11 classes, weighted loss)
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{
"_name_or_path": "microsoft/deberta-v3-large",
"architectures": [
"DebertaV2ForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"id2label": {
"0": "politics",
"1": "war_conflict",
"2": "sports",
"3": "culture_arts",
"4": "food_cuisine",
"5": "travel_tourism",
"6": "academic_science",
"7": "history",
"8": "business_economy",
"9": "general_news",
"10": "religion"
},
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"academic_science": 6,
"business_economy": 8,
"culture_arts": 3,
"food_cuisine": 4,
"general_news": 9,
"history": 7,
"politics": 0,
"religion": 10,
"sports": 2,
"travel_tourism": 5,
"war_conflict": 1
},
"layer_norm_eps": 1e-07,
"max_position_embeddings": 512,
"max_relative_positions": -1,
"model_type": "deberta-v2",
"norm_rel_ebd": "layer_norm",
"num_attention_heads": 16,
"num_hidden_layers": 24,
"pad_token_id": 0,
"pooler_dropout": 0,
"pooler_hidden_act": "gelu",
"pooler_hidden_size": 1024,
"pos_att_type": [
"p2c",
"c2p"
],
"position_biased_input": false,
"position_buckets": 256,
"relative_attention": true,
"share_att_key": true,
"torch_dtype": "float32",
"transformers_version": "4.44.0",
"type_vocab_size": 0,
"vocab_size": 128100
}