udpos28-sm-all-POS / config.json
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Training in progress, epoch 1
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{
"_name_or_path": "bert-base-cased",
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "ADJ",
"1": "ADP",
"2": "ADV",
"3": "AUX",
"4": "CCONJ",
"5": "DET",
"6": "INTJ",
"7": "NOUN",
"8": "NUM",
"9": "PART",
"10": "PRON",
"11": "PROPN",
"12": "PUNCT",
"13": "SCONJ",
"14": "SYM",
"15": "VERB",
"16": "X"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"ADJ": 0,
"ADP": 1,
"ADV": 2,
"AUX": 3,
"CCONJ": 4,
"DET": 5,
"INTJ": 6,
"NOUN": 7,
"NUM": 8,
"PART": 9,
"PRON": 10,
"PROPN": 11,
"PUNCT": 12,
"SCONJ": 13,
"SYM": 14,
"VERB": 15,
"X": 16
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"test_args": {
"Y": "labels",
"dataset": "wietsedv/udpos28",
"model": "bert-base-cased",
"setting": "udpos",
"subset": "en",
"subword_alignment": "all",
"task": "POS",
"train_args": {
"batch_size": 4,
"epochs": 3,
"learning_rate": 2e-05,
"warmup_ratio": 0.1,
"weight_decay": 0.01
}
},
"torch_dtype": "float32",
"transformers_version": "4.18.0",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 28996
}